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ORCIDBibTeX records: Tongliang Liu
@article{DBLP:journals/ml/ShenYHWZWYL24,
author = {Jialiang Shen and
Yu Yao and
Shaoli Huang and
Zhiyong Wang and
Jing Zhang and
Ruxing Wang and
Jun Yu and
Tongliang Liu},
title = {ProtoSimi: label correction for fine-grained visual categorization},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1903--1920},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06313-0},
doi = {10.1007/S10994-023-06313-0},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShenYHWZWYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XiaLGHYYL24,
author = {Xiaobo Xia and
Pengqian Lu and
Chen Gong and
Bo Han and
Jun Yu and
Jun Yu and
Tongliang Liu},
title = {Regularly Truncated M-Estimators for Learning With Noisy Labels},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {5},
pages = {3522--3536},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2023.3347850},
doi = {10.1109/TPAMI.2023.3347850},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/XiaLGHYYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/YangLLZFZWLS24,
author = {Yulong Yang and
Chenhao Lin and
Qian Li and
Zhengyu Zhao and
Haoran Fan and
Dawei Zhou and
Nannan Wang and
Tongliang Liu and
Chao Shen},
title = {Quantization Aware Attack: Enhancing Transferable Adversarial Attacks
by Model Quantization},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {3265--3278},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2024.3360891},
doi = {10.1109/TIFS.2024.3360891},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/YangLLZFZWLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/WuHXYSL24,
author = {Zhengning Wu and
Tianyu He and
Xiaobo Xia and
Jun Yu and
Xu Shen and
Tongliang Liu},
title = {Conditional Consistency Regularization for Semi-Supervised Multi-Label
Image Classification},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {4206--4216},
year = {2024},
url = {https://doi.org/10.1109/TMM.2023.3324132},
doi = {10.1109/TMM.2023.3324132},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/WuHXYSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Qu00CL24,
author = {Qiang Qu and
Yiran Shen and
Xiaoming Chen and
Yuk Ying Chung and
Tongliang Liu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{E2HQV:} High-Quality Video Generation from Event Camera via Theory-Inspired
Model-Aided Deep Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {4632--4640},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i5.28263},
doi = {10.1609/AAAI.V38I5.28263},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Qu00CL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeYHWSYLG24,
author = {Rundong He and
Yue Yuan and
Zhongyi Han and
Fan Wang and
Wan Su and
Yilong Yin and
Tongliang Liu and
Yongshun Gong},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Exploring Channel-Aware Typical Features for Out-of-Distribution Detection},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12402--12410},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29132},
doi = {10.1609/AAAI.V38I11.29132},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeYHWSYLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/2023-1,
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14471},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-99-8388-9},
doi = {10.1007/978-981-99-8388-9},
isbn = {978-981-99-8387-2},
timestamp = {Sat, 09 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/2023-2,
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14472},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-99-8391-9},
doi = {10.1007/978-981-99-8391-9},
isbn = {978-981-99-8390-2},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04312,
author = {Xue Dong and
Xuemeng Song and
Tongliang Liu and
Weili Guan},
title = {Prompt-based Multi-interest Learning Method for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2401.04312},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04312},
doi = {10.48550/ARXIV.2401.04312},
eprinttype = {arXiv},
eprint = {2401.04312},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08117,
author = {Qiang Qu and
Yiran Shen and
Xiaoming Chen and
Yuk Ying Chung and
Tongliang Liu},
title = {{E2HQV:} High-Quality Video Generation from Event Camera via Theory-Inspired
Model-Aided Deep Learning},
journal = {CoRR},
volume = {abs/2401.08117},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08117},
doi = {10.48550/ARXIV.2401.08117},
eprinttype = {arXiv},
eprint = {2401.08117},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09716,
author = {Guanglin Zhou and
Zhongyi Han and
Shiming Chen and
Biwei Huang and
Liming Zhu and
Tongliang Liu and
Lina Yao and
Kun Zhang},
title = {{HCVP:} Leveraging Hierarchical Contrastive Visual Prompt for Domain
Generalization},
journal = {CoRR},
volume = {abs/2401.09716},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09716},
doi = {10.48550/ARXIV.2401.09716},
eprinttype = {arXiv},
eprint = {2401.09716},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11098,
author = {Cong Lei and
Yuxuan Du and
Peng Mi and
Jun Yu and
Tongliang Liu},
title = {Neural auto-designer for enhanced quantum kernels},
journal = {CoRR},
volume = {abs/2401.11098},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11098},
doi = {10.48550/ARXIV.2401.11098},
eprinttype = {arXiv},
eprint = {2401.11098},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03941,
author = {Chenxi Liu and
Yongqiang Chen and
Tongliang Liu and
Mingming Gong and
James Cheng and
Bo Han and
Kun Zhang},
title = {Discovery of the Hidden World with Large Language Models},
journal = {CoRR},
volume = {abs/2402.03941},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03941},
doi = {10.48550/ARXIV.2402.03941},
eprinttype = {arXiv},
eprint = {2402.03941},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07011,
author = {Zhenheng Tang and
Yonggang Zhang and
Shaohuai Shi and
Xinmei Tian and
Tongliang Liu and
Bo Han and
Xiaowen Chu},
title = {FedImpro: Measuring and Improving Client Update in Federated Learning},
journal = {CoRR},
volume = {abs/2402.07011},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07011},
doi = {10.48550/ARXIV.2402.07011},
eprinttype = {arXiv},
eprint = {2402.07011},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08960,
author = {Zhaoqing Wang and
Xiaobo Xia and
Ziye Chen and
Xiao He and
Yandong Guo and
Mingming Gong and
Tongliang Liu},
title = {Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision},
journal = {CoRR},
volume = {abs/2402.08960},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08960},
doi = {10.48550/ARXIV.2402.08960},
eprinttype = {arXiv},
eprint = {2402.08960},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13241,
author = {Loka Li and
Ignavier Ng and
Gongxu Luo and
Biwei Huang and
Guangyi Chen and
Tongliang Liu and
Bin Gu and
Kun Zhang},
title = {Federated Causal Discovery from Heterogeneous Data},
journal = {CoRR},
volume = {abs/2402.13241},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13241},
doi = {10.48550/ARXIV.2402.13241},
eprinttype = {arXiv},
eprint = {2402.13241},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14430,
author = {Yonggang Zhang and
Zhiqin Yang and
Xinmei Tian and
Nannan Wang and
Tongliang Liu and
Bo Han},
title = {Robust Training of Federated Models with Extremely Label Deficiency},
journal = {CoRR},
volume = {abs/2402.14430},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14430},
doi = {10.48550/ARXIV.2402.14430},
eprinttype = {arXiv},
eprint = {2402.14430},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15070,
author = {Rong Dai and
Yonggang Zhang and
Ang Li and
Tongliang Liu and
Xun Yang and
Bo Han},
title = {Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting},
journal = {CoRR},
volume = {abs/2402.15070},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15070},
doi = {10.48550/ARXIV.2402.15070},
eprinttype = {arXiv},
eprint = {2402.15070},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01942,
author = {Yuhao Wu and
Jiangchao Yao and
Xiaobo Xia and
Jun Yu and
Ruxin Wang and
Bo Han and
Tongliang Liu},
title = {Mitigating Label Noise on Graph via Topological Sample Selection},
journal = {CoRR},
volume = {abs/2403.01942},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01942},
doi = {10.48550/ARXIV.2403.01942},
eprinttype = {arXiv},
eprint = {2403.01942},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08840,
author = {Pengfei Zheng and
Yonggang Zhang and
Zhen Fang and
Tongliang Liu and
Defu Lian and
Bo Han},
title = {NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion
Models beyond Spherical Linear Interpolation},
journal = {CoRR},
volume = {abs/2403.08840},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08840},
doi = {10.48550/ARXIV.2403.08840},
eprinttype = {arXiv},
eprint = {2403.08840},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13241,
author = {Jingyi Wang and
Xiaobo Xia and
Long Lan and
Xinghao Wu and
Jun Yu and
Wenjing Yang and
Bo Han and
Tongliang Liu},
title = {Tackling Noisy Labels with Network Parameter Additive Decomposition},
journal = {CoRR},
volume = {abs/2403.13241},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13241},
doi = {10.48550/ARXIV.2403.13241},
eprinttype = {arXiv},
eprint = {2403.13241},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14774,
author = {Yiwei Zhou and
Xiaobo Xia and
Zhiwei Lin and
Bo Han and
Tongliang Liu},
title = {Few-Shot Adversarial Prompt Learning on Vision-Language Models},
journal = {CoRR},
volume = {abs/2403.14774},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14774},
doi = {10.48550/ARXIV.2403.14774},
eprinttype = {arXiv},
eprint = {2403.14774},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-20078,
author = {Xue Jiang and
Feng Liu and
Zhen Fang and
Hong Chen and
Tongliang Liu and
Feng Zheng and
Bo Han},
title = {Negative Label Guided {OOD} Detection with Pretrained Vision-Language
Models},
journal = {CoRR},
volume = {abs/2403.20078},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.20078},
doi = {10.48550/ARXIV.2403.20078},
eprinttype = {arXiv},
eprint = {2403.20078},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-20078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiuZYLDHL23,
author = {Chuang Liu and
Yibing Zhan and
Baosheng Yu and
Liu Liu and
Bo Du and
Wenbin Hu and
Tongliang Liu},
title = {On exploring node-feature and graph-structure diversities for node
drop graph pooling},
journal = {Neural Networks},
volume = {167},
pages = {559--571},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.08.046},
doi = {10.1016/J.NEUNET.2023.08.046},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LiuZYLDHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XiaHWDLML23,
author = {Xiaobo Xia and
Bo Han and
Nannan Wang and
Jiankang Deng and
Jiatong Li and
Yinian Mao and
Tongliang Liu},
title = {Extended {\textdollar}T{\textdollar}T: Learning With Mixed Closed-Set
and Open-Set Noisy Labels},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {3},
pages = {3047--3058},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3180545},
doi = {10.1109/TPAMI.2022.3180545},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/XiaHWDLML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuoLLY23,
author = {Xiaoqing Guo and
Jie Liu and
Tongliang Liu and
Yixuan Yuan},
title = {Handling Open-Set Noise and Novel Target Recognition in Domain Adaptive
Semantic Segmentation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {8},
pages = {9846--9861},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3246392},
doi = {10.1109/TPAMI.2023.3246392},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GuoLLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TianSDZLZYHWWHLYT23,
author = {Jinkai Tian and
Xiaoyu Sun and
Yuxuan Du and
Shanshan Zhao and
Qing Liu and
Kaining Zhang and
Wei Yi and
Wanrong Huang and
Chaoyue Wang and
Xingyao Wu and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Wenjing Yang and
Dacheng Tao},
title = {Recent Advances for Quantum Neural Networks in Generative Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {12321--12340},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3272029},
doi = {10.1109/TPAMI.2023.3272029},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TianSDZLZYHWWHLYT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangWYHLXNL23,
author = {Shuo Yang and
Songhua Wu and
Erkun Yang and
Bo Han and
Yang Liu and
Min Xu and
Gang Niu and
Tongliang Liu},
title = {A Parametrical Model for Instance-Dependent Label Noise},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {14055--14068},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3301876},
doi = {10.1109/TPAMI.2023.3301876},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/YangWYHLXNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiXZLZL23,
author = {Xiu{-}Chuan Li and
Xiaobo Xia and
Fei Zhu and
Tongliang Liu and
Xu{-}Yao Zhang and
Cheng{-}Lin Liu},
title = {Dynamics-aware loss for learning with label noise},
journal = {Pattern Recognit.},
volume = {144},
pages = {109835},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109835},
doi = {10.1016/J.PATCOG.2023.109835},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LiXZLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/HeWLYJLZ23,
author = {Shenghong He and
Ruxin Wang and
Tongliang Liu and
Chao Yi and
Xin Jin and
Renyang Liu and
Wei Zhou},
title = {Type-I Generative Adversarial Attack},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {3},
pages = {2593--2606},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2022.3186918},
doi = {10.1109/TDSC.2022.3186918},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdsc/HeWLYJLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GaoCSLGB23,
author = {Erdun Gao and
Junjia Chen and
Li Shen and
Tongliang Liu and
Mingming Gong and
Howard D. Bondell},
title = {FedDAG: Federated {DAG} Structure Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=MzWgBjZ6Le},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GaoCSLGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhouLGZLCH23,
author = {Chenhong Zhou and
Feng Liu and
Chen Gong and
Rongfei Zeng and
Tongliang Liu and
Kwok{-}Wai Cheung and
Bo Han},
title = {{KRADA:} Known-region-aware Domain Alignment for Open-set Domain Adaptation
in Semantic Segmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=5II12ypVQo},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhouLGZLCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/LiLTZG23,
author = {Shikun Li and
Tongliang Liu and
Jiyong Tan and
Dan Zeng and
Shiming Ge},
title = {Trustable Co-Label Learning From Multiple Noisy Annotators},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {1045--1057},
year = {2023},
url = {https://doi.org/10.1109/TMM.2021.3137752},
doi = {10.1109/TMM.2021.3137752},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/LiLTZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MaLWLL23,
author = {Jie Ma and
Jun Liu and
Yaxian Wang and
Junjun Li and
Tongliang Liu},
title = {Relation-Aware Fine-Grained Reasoning Network for Textbook Question
Answering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {1},
pages = {15--27},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3089140},
doi = {10.1109/TNNLS.2021.3089140},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/MaLWLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangLT23,
author = {Jingwei Zhang and
Tongliang Liu and
Dacheng Tao},
title = {An Optimal Transport Analysis on Generalization in Deep Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {6},
pages = {2842--2853},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3109942},
doi = {10.1109/TNNLS.2021.3109942},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YaoYGL23,
author = {Yu Yao and
Baosheng Yu and
Chen Gong and
Tongliang Liu},
title = {Understanding How Pretraining Regularizes Deep Learning Algorithms},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {9},
pages = {5828--5840},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3131377},
doi = {10.1109/TNNLS.2021.3131377},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YaoYGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuSWLYT23,
author = {Zixuan Hu and
Li Shen and
Zhenyi Wang and
Tongliang Liu and
Chun Yuan and
Dacheng Tao},
title = {Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {7736--7745},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00747},
doi = {10.1109/CVPR52729.2023.00747},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HuSWLYT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuangZX00000L23,
author = {Zhuo Huang and
Miaoxi Zhu and
Xiaobo Xia and
Li Shen and
Jun Yu and
Chen Gong and
Bo Han and
Bo Du and
Tongliang Liu},
title = {Robust Generalization Against Photon-Limited Corruptions via Worst-Case
Sharpness Minimization},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {16175--16185},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01552},
doi = {10.1109/CVPR52729.2023.01552},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HuangZX00000L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YeZ0LLDT23,
author = {Maoyuan Ye and
Jing Zhang and
Shanshan Zhao and
Juhua Liu and
Tongliang Liu and
Bo Du and
Dacheng Tao},
title = {DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text
Spotting},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {19348--19357},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01854},
doi = {10.1109/CVPR52729.2023.01854},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YeZ0LLDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangXWYYL023,
author = {Shuo Yang and
Zhaopan Xu and
Kai Wang and
Yang You and
Hongxun Yao and
Tongliang Liu and
Min Xu},
title = {BiCro: Noisy Correspondence Rectification for Multi-modality Data
via Bi-directional Cross-modal Similarity Consistency},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {19883--19892},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01904},
doi = {10.1109/CVPR52729.2023.01904},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YangXWYYL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/XiaDBDHSL23,
author = {Xiaobo Xia and
Jiankang Deng and
Wei Bao and
Yuxuan Du and
Bo Han and
Shiguang Shan and
Tongliang Liu},
title = {Holistic Label Correction for Noisy Multi-Label Classification},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {1483--1493},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00143},
doi = {10.1109/ICCV51070.2023.00143},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/XiaDBDHSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiuL0L23,
author = {Chengxin Liu and
Hao Lu and
Zhiguo Cao and
Tongliang Liu},
title = {Point-Query Quadtree for Crowd Counting, Localization, and More},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {1676--1685},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00161},
doi = {10.1109/ICCV51070.2023.00161},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiuL0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Xia0Z0G0L23,
author = {Xiaobo Xia and
Bo Han and
Yibing Zhan and
Jun Yu and
Mingming Gong and
Chen Gong and
Tongliang Liu},
title = {Combating Noisy Labels with Sample Selection by Mining High-Discrepancy
Examples},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {1833--1843},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00176},
doi = {10.1109/ICCV51070.2023.00176},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Xia0Z0G0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangDALFGYL23,
author = {Kaicheng Yang and
Jiankang Deng and
Xiang An and
Jiawei Li and
Ziyong Feng and
Jia Guo and
Jing Yang and
Tongliang Liu},
title = {{ALIP:} Adaptive Language-Image Pre-training with Synthetic Caption},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {2910--2919},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00273},
doi = {10.1109/ICCV51070.2023.00273},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YangDALFGYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChenZLPXL23,
author = {Ling{-}Hao Chen and
Jiawei Zhang and
Yewen Li and
Yiren Pang and
Xiaobo Xia and
Tongliang Liu},
title = {HumanMAC: Masked Motion Completion for Human Motion Prediction},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {9510--9521},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00875},
doi = {10.1109/ICCV51070.2023.00875},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChenZLPXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Yuan0L23,
author = {Suqin Yuan and
Lei Feng and
Tongliang Liu},
title = {Late Stopping: Avoiding Confidently Learning from Mislabeled Examples},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {16033--16042},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01473},
doi = {10.1109/ICCV51070.2023.01473},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Yuan0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HuangKLSRWL23,
author = {Huaxi Huang and
Hui Kang and
Sheng Liu and
Olivier Salvado and
Thierry Rakotoarivelo and
Dadong Wang and
Tongliang Liu},
title = {{PADDLES:} Phase-Amplitude Spectrum Disentangled Early Stopping for
Learning with Noisy Labels},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {16673--16684},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01533},
doi = {10.1109/ICCV51070.2023.01533},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/HuangKLSRWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HuZHLFG23,
author = {Dongting Hu and
Zhenkai Zhang and
Tingbo Hou and
Tongliang Liu and
Huan Fu and
Mingming Gong},
title = {Multiscale Representation for Real-Time Anti-Aliasing Neural Rendering},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {17726--17737},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01629},
doi = {10.1109/ICCV51070.2023.01629},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/HuZHLFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AnDYLFG0L23,
author = {Xiang An and
Jiankang Deng and
Kaicheng Yang and
Jaiwei Li and
Ziyong Feng and
Jia Guo and
Jing Yang and
Tongliang Liu},
title = {Unicom: Universal and Compact Representation Learning for Image Retrieval},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3YFDsSRSxB-},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AnDYLFG0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangX00G0L23,
author = {Zhuo Huang and
Xiaobo Xia and
Li Shen and
Bo Han and
Mingming Gong and
Chen Gong and
Tongliang Liu},
title = {Harnessing Out-Of-Distribution Examples via Augmenting Content and
Style},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=boNyg20-JDm},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuangX00G0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiangSL023,
author = {Shuxian Liang and
Xu Shen and
Tongliang Liu and
Xian{-}Sheng Hua},
title = {Contextual Convolutional Networks},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=PldynS56bN},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiangSL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinPZXGZL023,
author = {Yong Lin and
Renjie Pi and
Weizhong Zhang and
Xiaobo Xia and
Jiahui Gao and
Xiao Zhou and
Tongliang Liu and
Bo Han},
title = {A Holistic View of Label Noise Transition Matrix in Deep Learning
and Beyond},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=aFzaXRImWE},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LinPZXGZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangCLG0GL23,
author = {Zhaoqing Wang and
Ziyu Chen and
Yaqian Li and
Yandong Guo and
Jun Yu and
Mingming Gong and
Tongliang Liu},
title = {Mosaic Representation Learning for Self-supervised Visual Pre-training},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=JAezPMehaUu},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangCLG0GL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangLL0DT23,
author = {Xinbiao Wang and
Junyu Liu and
Tongliang Liu and
Yong Luo and
Yuxuan Du and
Dacheng Tao},
title = {Symmetric Pruning in Quantum Neural Networks},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=K96AogLDT2K},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangLL0DT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangY0DKLH023,
author = {Qizhou Wang and
Junjie Ye and
Feng Liu and
Quanyu Dai and
Marcus Kalander and
Tongliang Liu and
Jianye Hao and
Bo Han},
title = {Out-of-distribution Detection with Implicit Outlier Transformation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=hdghx6wbGuD},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangY0DKLH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiaL0S0L23,
author = {Xiaobo Xia and
Jiale Liu and
Jun Yu and
Xu Shen and
Bo Han and
Tongliang Liu},
title = {Moderate Coreset: {A} Universal Method of Data Selection for Real-world
Data-efficient Deep Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=7D5EECbOaf9},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiaL0S0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuYLYX023,
author = {Jianing Zhu and
Jiangchao Yao and
Tongliang Liu and
Quanming Yao and
Jianliang Xu and
Bo Han},
title = {Combating Exacerbated Heterogeneity for Robust Models in Federated
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=eKllxpLOOm},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhuYLYX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002HHDSYLZ23,
author = {Shiming Chen and
Wenjin Hou and
Ziming Hong and
Xiaohan Ding and
Yibing Song and
Xinge You and
Tongliang Liu and
Kun Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Evolving Semantic Prototype Improves Generative Zero-Shot Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4611--4622},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23l.html},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002HHDSYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongLCLG0S023,
author = {Ruijiang Dong and
Feng Liu and
Haoang Chi and
Tongliang Liu and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Bo Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {8260--8275},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/dong23d.html},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DongLCLG0S023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangLF0LZH23,
author = {Xue Jiang and
Feng Liu and
Zhen Fang and
Hong Chen and
Tongliang Liu and
Feng Zheng and
Bo Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Detecting Out-of-distribution Data through In-distribution Class Prior},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {15067--15088},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/jiang23e.html},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JiangLF0LZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiFHL00S23,
author = {Zixi Wei and
Lei Feng and
Bo Han and
Tongliang Liu and
Gang Niu and
Xiaofeng Zhu and
Heng Tao Shen},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {A Universal Unbiased Method for Classification from Aggregate Observations},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {36804--36820},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wei23a.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiFHL00S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaoGDYHZL23,
author = {Yu Yao and
Mingming Gong and
Yuxuan Du and
Jun Yu and
Bo Han and
Kun Zhang and
Tongliang Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Which is Better for Learning with Noisy Labels: The Semi-supervised
Method or Modeling Label Noise?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39660--39673},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yao23a.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YaoGDYHZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouC0L0L23,
author = {Dawei Zhou and
Yukun Chen and
Nannan Wang and
Decheng Liu and
Xinbo Gao and
Tongliang Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Eliminating Adversarial Noise via Information Discard and Robust Representation
Restoration},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42517--42530},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhou23b.html},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouC0L0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhou0Y0L23,
author = {Dawei Zhou and
Nannan Wang and
Heng Yang and
Xinbo Gao and
Tongliang Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Phase-aware Adversarial Defense for Improving Adversarial Robustness},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42724--42741},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhou23m.html},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Zhou0Y0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuGYDHYLWH23,
author = {Jianing Zhu and
Xiawei Guo and
Jiangchao Yao and
Chao Du and
Li He and
Shuo Yuan and
Tongliang Liu and
Liang Wang and
Bo Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Exploring Model Dynamics for Accumulative Poisoning Discovery},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42983--43004},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhu23d.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuGYDHYLWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuLYLX023,
author = {Jianing Zhu and
Hengzhuang Li and
Jiangchao Yao and
Tongliang Liu and
Jianliang Xu and
Bo Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection
Capability},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {43068--43104},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhu23g.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuLYLX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuZWLDHLT23,
author = {Chuang Liu and
Yibing Zhan and
Jia Wu and
Chang Li and
Bo Du and
Wenbin Hu and
Tongliang Liu and
Dacheng Tao},
title = {Graph Pooling for Graph Neural Networks: Progress, Challenges, and
Opportunities},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6712--6722},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/752},
doi = {10.24963/IJCAI.2023/752},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuZWLDHLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/Xuan0YLLC0T23,
author = {Wenjie Xuan and
Shanshan Zhao and
Yu Yao and
Juhua Liu and
Tongliang Liu and
Yixin Chen and
Bo Du and
Dacheng Tao},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning
Pixel-level Noise Transitions},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {1924--1932},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612136},
doi = {10.1145/3581783.3612136},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/Xuan0YLLC0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiHYYHWL23,
author = {Yingbin Bai and
Zhongyi Han and
Erkun Yang and
Jun Yu and
Bo Han and
Dadong Wang and
Tongliang Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Subclass-Dominant Label Noise: {A} Counterexample for the Success
of Early Stopping},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d763b4a2dde0ae7b77498516ce9f439e-Abstract-Conference.html},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaiHYYHWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLKCZMLW23,
author = {Runnan Chen and
Youquan Liu and
Lingdong Kong and
Nenglun Chen and
Xinge Zhu and
Yuexin Ma and
Tongliang Liu and
Wenping Wang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Label-free Scene Understanding by Vision Foundation Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ef6c94e9cf4d169298479ee2e230ee13-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLKCZMLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Huang0Y0L23,
author = {Zhuo Huang and
Li Shen and
Jun Yu and
Bo Han and
Tongliang Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness
for Semi-Supervised Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3b11c5cc84b6da2838db348b37dbd1a2-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Huang0Y0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiWLYY0L23,
author = {Muyang Li and
Runze Wu and
Haoyu Liu and
Jun Yu and
Xun Yang and
Bo Han and
Tongliang Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {InstanT: Semi-supervised Learning with Instance-dependent Thresholds},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/088d99765bc121c6df215da7d45bc4e9-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiWLYY0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinYL23,
author = {Runqi Lin and
Chaojian Yu and
Tongliang Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples
Regularization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d65befe6b80ecf7f180b4def503d7776-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LinYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinYSGS0L23,
author = {Yexiong Lin and
Yu Yao and
Xiaolong Shi and
Mingming Gong and
Xu Shen and
Dong Xu and
Tongliang Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {CS-Isolate: Extracting Hard Confident Examples by Content and Style
Isolation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b6d67c380f8bde2adc4247d0036c0c73-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LinYSGS0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangSLDZZDG23,
author = {Zhenyi Wang and
Li Shen and
Tongliang Liu and
Tiehang Duan and
Yanjun Zhu and
Donglin Zhan and
David S. Doermann and
Mingchen Gao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Defending against Data-Free Model Extraction by Distributionally Robust
Defensive Training},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0207c9ea9faf66c6e892c3fa3c167b75-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangSLDZZDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangSWLG23,
author = {Enneng Yang and
Li Shen and
Zhenyi Wang and
Tongliang Liu and
Guibing Guo},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {An Efficient Dataset Condensation Plugin and Its Application to Continual
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d5f34e7e70d80f5037ab16a48e2d186e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangSWLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangZZ0PL023,
author = {Zhiqin Yang and
Yonggang Zhang and
Yu Zheng and
Xinmei Tian and
Hao Peng and
Tongliang Liu and
Bo Han},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {FedFed: Feature Distillation against Data Heterogeneity in Federated
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/bdcdf38389d7fcefc73c4c3720217155-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangZZ0PL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengWFXLL023,
author = {Haotian Zheng and
Qizhou Wang and
Zhen Fang and
Xiaobo Xia and
Feng Liu and
Tongliang Liu and
Bo Han},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Out-of-distribution Detection Learning with Unreliable Out-of-distribution
Sources},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e43f900f571de6c96a70d5724a0fb565-Abstract-Conference.html},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhengWFXLL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuGYL0SH23,
author = {Jianing Zhu and
Yu Geng and
Jiangchao Yao and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Bo Han},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Diversified Outlier Exposure for Out-of-Distribution Detection via
Informative Extrapolation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/46d943bc6a15a57c923829efc0db7c7a-Abstract-Conference.html},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuGYL0SH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03665,
author = {Ling{-}Hao Chen and
Jiawei Zhang and
Yewen Li and
Yiren Pang and
Xiaobo Xia and
Tongliang Liu},
title = {HumanMAC: Masked Motion Completion for Human Motion Prediction},
journal = {CoRR},
volume = {abs/2302.03665},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03665},
doi = {10.48550/ARXIV.2302.03665},
eprinttype = {arXiv},
eprint = {2302.03665},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00250,
author = {Jianing Zhu and
Jiangchao Yao and
Tongliang Liu and
Quanming Yao and
Jianliang Xu and
Bo Han},
title = {Combating Exacerbated Heterogeneity for Robust Models in Federated
Learning},
journal = {CoRR},
volume = {abs/2303.00250},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00250},
doi = {10.48550/ARXIV.2303.00250},
eprinttype = {arXiv},
eprint = {2303.00250},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02449,
author = {Jiren Mai and
Fei Zhang and
Junjie Ye and
Marcus Kalander and
Xian Zhang and
Wankou Yang and
Tongliang Liu and
Bo Han},
title = {Exploit {CAM} by itself: Complementary Learning System for Weakly
Supervised Semantic Segmentation},
journal = {CoRR},
volume = {abs/2303.02449},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02449},
doi = {10.48550/ARXIV.2303.02449},
eprinttype = {arXiv},
eprint = {2303.02449},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05033,
author = {Qizhou Wang and
Junjie Ye and
Feng Liu and
Quanyu Dai and
Marcus Kalander and
Tongliang Liu and
Jianye Hao and
Bo Han},
title = {Out-of-distribution Detection with Implicit Outlier Transformation},
journal = {CoRR},
volume = {abs/2303.05033},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05033},
doi = {10.48550/ARXIV.2303.05033},
eprinttype = {arXiv},
eprint = {2303.05033},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11183,
author = {Zixuan Hu and
Li Shen and
Zhenyi Wang and
Tongliang Liu and
Chun Yuan and
Dacheng Tao},
title = {Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning},
journal = {CoRR},
volume = {abs/2303.11183},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11183},
doi = {10.48550/ARXIV.2303.11183},
eprinttype = {arXiv},
eprint = {2303.11183},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11562,
author = {Xiu{-}Chuan Li and
Xiaobo Xia and
Fei Zhu and
Tongliang Liu and
Xu{-}Yao Zhang and
Cheng{-}Lin Liu},
title = {Dynamics-Aware Loss for Learning with Label Noise},
journal = {CoRR},
volume = {abs/2303.11562},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11562},
doi = {10.48550/ARXIV.2303.11562},
eprinttype = {arXiv},
eprint = {2303.11562},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12291,
author = {Jiaheng Wei and
Zhaowei Zhu and
Gang Niu and
Tongliang Liu and
Sijia Liu and
Masashi Sugiyama and
Yang Liu},
title = {Fairness Improves Learning from Noisily Labeled Long-Tailed Data},
journal = {CoRR},
volume = {abs/2303.12291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12291},
doi = {10.48550/ARXIV.2303.12291},
eprinttype = {arXiv},
eprint = {2303.12291},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12419,
author = {Shuo Yang and
Zhaopan Xu and
Kai Wang and
Yang You and
Hongxun Yao and
Tongliang Liu and
Min Xu},
title = {BiCro: Noisy Correspondence Rectification for Multi-modality Data
via Bi-directional Cross-modal Similarity Consistency},
journal = {CoRR},
volume = {abs/2303.12419},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12419},
doi = {10.48550/ARXIV.2303.12419},
eprinttype = {arXiv},
eprint = {2303.12419},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13087,
author = {Zhuo Huang and
Miaoxi Zhu and
Xiaobo Xia and
Li Shen and
Jun Yu and
Chen Gong and
Bo Han and
Bo Du and
Tongliang Liu},
title = {Robust Generalization against Photon-Limited Corruptions via Worst-Case
Sharpness Minimization},
journal = {CoRR},
volume = {abs/2303.13087},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13087},
doi = {10.48550/ARXIV.2303.13087},
eprinttype = {arXiv},
eprint = {2303.13087},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05884,
author = {Xiang An and
Jiankang Deng and
Kaicheng Yang and
Jaiwei Li and
Ziyong Feng and
Jia Guo and
Jing Yang and
Tongliang Liu},
title = {Unicom: Universal and Compact Representation Learning for Image Retrieval},
journal = {CoRR},
volume = {abs/2304.05884},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05884},
doi = {10.48550/ARXIV.2304.05884},
eprinttype = {arXiv},
eprint = {2304.05884},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10075,
author = {Dongting Hu and
Zhenkai Zhang and
Tingbo Hou and
Tongliang Liu and
Huan Fu and
Mingming Gong},
title = {Multiscale Representation for Real-Time Anti-Aliasing Neural Rendering},
journal = {CoRR},
volume = {abs/2304.10075},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10075},
doi = {10.48550/ARXIV.2304.10075},
eprinttype = {arXiv},
eprint = {2304.10075},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05875,
author = {Yulong Yang and
Chenhao Lin and
Qian Li and
Chao Shen and
Dawei Zhou and
Nannan Wang and
Tongliang Liu},
title = {Quantization Aware Attack: Enhancing the Transferability of Adversarial
Attacks across Target Models with Different Quantization Bitwidths},
journal = {CoRR},
volume = {abs/2305.05875},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05875},
doi = {10.48550/ARXIV.2305.05875},
eprinttype = {arXiv},
eprint = {2305.05875},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10662,
author = {Bochao Liu and
Shiming Ge and
Pengju Wang and
Liansheng Zhuang and
Tongliang Liu},
title = {Learning Differentially Private Probabilistic Models for Privacy-Preserving
Image Generation},
journal = {CoRR},
volume = {abs/2305.10662},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10662},
doi = {10.48550/ARXIV.2305.10662},
eprinttype = {arXiv},
eprint = {2305.10662},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18377,
author = {Jingfeng Zhang and
Bo Song and
Haohan Wang and
Bo Han and
Tongliang Liu and
Lei Liu and
Masashi Sugiyama},
title = {BadLabel: {A} Robust Perspective on Evaluating and Enhancing Label-noise
Learning},
journal = {CoRR},
volume = {abs/2305.18377},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18377},
doi = {10.48550/ARXIV.2305.18377},
eprinttype = {arXiv},
eprint = {2305.18377},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19957,
author = {Maoyuan Ye and
Jing Zhang and
Shanshan Zhao and
Juhua Liu and
Tongliang Liu and
Bo Du and
Dacheng Tao},
title = {DeepSolo++: Let Transformer Decoder with Explicit Points Solo for
Text Spotting},
journal = {CoRR},
volume = {abs/2305.19957},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19957},
doi = {10.48550/ARXIV.2305.19957},
eprinttype = {arXiv},
eprint = {2305.19957},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03116,
author = {Shikun Li and
Xiaobo Xia and
Jiankang Deng and
Shiming Ge and
Tongliang Liu},
title = {Transferring Annotator- and Instance-dependent Transition Matrix for
Learning from Crowds},
journal = {CoRR},
volume = {abs/2306.03116},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03116},
doi = {10.48550/ARXIV.2306.03116},
eprinttype = {arXiv},
eprint = {2306.03116},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03715,
author = {Jianing Zhu and
Hengzhuang Li and
Jiangchao Yao and
Tongliang Liu and
Jianliang Xu and
Bo Han},
title = {Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection
Capability},
journal = {CoRR},
volume = {abs/2306.03715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03715},
doi = {10.48550/ARXIV.2306.03715},
eprinttype = {arXiv},
eprint = {2306.03715},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03726,
author = {Jianing Zhu and
Xiawei Guo and
Jiangchao Yao and
Chao Du and
Li He and
Shuo Yuan and
Tongliang Liu and
Liang Wang and
Bo Han},
title = {Exploring Model Dynamics for Accumulative Poisoning Discovery},
journal = {CoRR},
volume = {abs/2306.03726},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03726},
doi = {10.48550/ARXIV.2306.03726},
eprinttype = {arXiv},
eprint = {2306.03726},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03899,
author = {Runnan Chen and
Youquan Liu and
Lingdong Kong and
Nenglun Chen and
Xinge Zhu and
Yuexin Ma and
Tongliang Liu and
Wenping Wang},
title = {Towards Label-free Scene Understanding by Vision Foundation Models},
journal = {CoRR},
volume = {abs/2306.03899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03899},
doi = {10.48550/ARXIV.2306.03899},
eprinttype = {arXiv},
eprint = {2306.03899},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05751,
author = {Shaoan Xie and
Biwei Huang and
Bin Gu and
Tongliang Liu and
Kun Zhang},
title = {Advancing Counterfactual Inference through Quantile Regression},
journal = {CoRR},
volume = {abs/2306.05751},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05751},
doi = {10.48550/ARXIV.2306.05751},
eprinttype = {arXiv},
eprint = {2306.05751},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06931,
author = {Shiming Chen and
Wenjin Hou and
Ziming Hong and
Xiaohan Ding and
Yibing Song and
Xinge You and
Tongliang Liu and
Kun Zhang},
title = {Evolving Semantic Prototype Improves Generative Zero-Shot Learning},
journal = {CoRR},
volume = {abs/2306.06931},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06931},
doi = {10.48550/ARXIV.2306.06931},
eprinttype = {arXiv},
eprint = {2306.06931},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07036,
author = {Yuhao Wu and
Xiaobo Xia and
Jun Yu and
Bo Han and
Gang Niu and
Masashi Sugiyama and
Tongliang Liu},
title = {Making Binary Classification from Multiple Unlabeled Datasets Almost
Free of Supervision},
journal = {CoRR},
volume = {abs/2306.07036},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07036},
doi = {10.48550/ARXIV.2306.07036},
eprinttype = {arXiv},
eprint = {2306.07036},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11343,
author = {Zixi Wei and
Lei Feng and
Bo Han and
Tongliang Liu and
Gang Niu and
Xiaofeng Zhu and
Heng Tao Shen},
title = {A Universal Unbiased Method for Classification from Aggregate Observations},
journal = {CoRR},
volume = {abs/2306.11343},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11343},
doi = {10.48550/ARXIV.2306.11343},
eprinttype = {arXiv},
eprint = {2306.11343},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12726,
author = {Chuang Liu and
Yibing Zhan and
Baosheng Yu and
Liu Liu and
Bo Du and
Wenbin Hu and
Tongliang Liu},
title = {On Exploring Node-feature and Graph-structure Diversities for Node
Drop Graph Pooling},
journal = {CoRR},
volume = {abs/2306.12726},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12726},
doi = {10.48550/ARXIV.2306.12726},
eprinttype = {arXiv},
eprint = {2306.12726},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17184,
author = {Vinoth Nandakumar and
Peng Mi and
Tongliang Liu},
title = {Why can neural language models solve next-word prediction? {A} mathematical
perspective},
journal = {CoRR},
volume = {abs/2306.17184},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17184},
doi = {10.48550/ARXIV.2306.17184},
eprinttype = {arXiv},
eprint = {2306.17184},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17504,
author = {Peng Mi and
Li Shen and
Tianhe Ren and
Yiyi Zhou and
Tianshuo Xu and
Xiaoshuai Sun and
Tongliang Liu and
Rongrong Ji and
Dacheng Tao},
title = {Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization
Optimizer},
journal = {CoRR},
volume = {abs/2306.17504},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17504},
doi = {10.48550/ARXIV.2306.17504},
eprinttype = {arXiv},
eprint = {2306.17504},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00919,
author = {Vinoth Nandakumar and
Arush Tagade and
Tongliang Liu},
title = {Why do CNNs excel at feature extraction? {A} mathematical explanation},
journal = {CoRR},
volume = {abs/2307.00919},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00919},
doi = {10.48550/ARXIV.2307.00919},
eprinttype = {arXiv},
eprint = {2307.00919},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05025,
author = {Hui Kang and
Sheng Liu and
Huaxi Huang and
Jun Yu and
Bo Han and
Dadong Wang and
Tongliang Liu},
title = {Unleashing the Potential of Regularization Strategies in Learning
with Noisy Labels},
journal = {CoRR},
volume = {abs/2307.05025},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05025},
doi = {10.48550/ARXIV.2307.05025},
eprinttype = {arXiv},
eprint = {2307.05025},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05948,
author = {Ruijiang Dong and
Feng Liu and
Haoang Chi and
Tongliang Liu and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Bo Han},
title = {Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation},
journal = {CoRR},
volume = {abs/2307.05948},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05948},
doi = {10.48550/ARXIV.2307.05948},
eprinttype = {arXiv},
eprint = {2307.05948},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14070,
author = {Wenjie Xuan and
Shanshan Zhao and
Yu Yao and
Juhua Liu and
Tongliang Liu and
Yixin Chen and
Bo Du and
Dacheng Tao},
title = {PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning
Pixel-level Noise Transitions},
journal = {CoRR},
volume = {abs/2307.14070},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14070},
doi = {10.48550/ARXIV.2307.14070},
eprinttype = {arXiv},
eprint = {2307.14070},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06952,
author = {Hui Kang and
Sheng Liu and
Huaxi Huang and
Tongliang Liu},
title = {Channel-Wise Contrastive Learning for Learning with Noisy Labels},
journal = {CoRR},
volume = {abs/2308.06952},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06952},
doi = {10.48550/ARXIV.2308.06952},
eprinttype = {arXiv},
eprint = {2308.06952},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08428,
author = {Kaicheng Yang and
Jiankang Deng and
Xiang An and
Jiawei Li and
Ziyong Feng and
Jia Guo and
Jing Yang and
Tongliang Liu},
title = {{ALIP:} Adaptive Language-Image Pre-training with Synthetic Caption},
journal = {CoRR},
volume = {abs/2308.08428},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08428},
doi = {10.48550/ARXIV.2308.08428},
eprinttype = {arXiv},
eprint = {2308.08428},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11290,
author = {Yuxuan Du and
Yibo Yang and
Tongliang Liu and
Zhouchen Lin and
Bernard Ghanem and
Dacheng Tao},
title = {ShadowNet for Data-Centric Quantum System Learning},
journal = {CoRR},
volume = {abs/2308.11290},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11290},
doi = {10.48550/ARXIV.2308.11290},
eprinttype = {arXiv},
eprint = {2308.11290},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13814,
author = {Chengxin Liu and
Hao Lu and
Zhiguo Cao and
Tongliang Liu},
title = {Point-Query Quadtree for Crowd Counting, Localization, and More},
journal = {CoRR},
volume = {abs/2308.13814},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13814},
doi = {10.48550/ARXIV.2308.13814},
eprinttype = {arXiv},
eprint = {2308.13814},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13862,
author = {Suqin Yuan and
Lei Feng and
Tongliang Liu},
title = {Late Stopping: Avoiding Confidently Learning from Mislabeled Examples},
journal = {CoRR},
volume = {abs/2308.13862},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13862},
doi = {10.48550/ARXIV.2308.13862},
eprinttype = {arXiv},
eprint = {2308.13862},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00023,
author = {Enneng Yang and
Zhenyi Wang and
Li Shen and
Nan Yin and
Tongliang Liu and
Guibing Guo and
Xingwei Wang and
Dacheng Tao},
title = {Continual Learning From a Stream of APIs},
journal = {CoRR},
volume = {abs/2309.00023},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.00023},
doi = {10.48550/ARXIV.2309.00023},
eprinttype = {arXiv},
eprint = {2309.00023},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00894,
author = {Xiaobo Xia and
Pengqian Lu and
Chen Gong and
Bo Han and
Jun Yu and
Jun Yu and
Tongliang Liu},
title = {Regularly Truncated M-estimators for Learning with Noisy Labels},
journal = {CoRR},
volume = {abs/2309.00894},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.00894},
doi = {10.48550/ARXIV.2309.00894},
eprinttype = {arXiv},
eprint = {2309.00894},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-00894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07866,
author = {Liangchen Liu and
Nannan Wang and
Dawei Zhou and
Xinbo Gao and
Decheng Liu and
Xi Yang and
Tongliang Liu},
title = {Gradient constrained sharpness-aware prompt learning for vision-language
models},
journal = {CoRR},
volume = {abs/2309.07866},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07866},
doi = {10.48550/ARXIV.2309.07866},
eprinttype = {arXiv},
eprint = {2309.07866},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12706,
author = {Shikun Li and
Xiaobo Xia and
Hansong Zhang and
Shiming Ge and
Tongliang Liu},
title = {Multi-Label Noise Transition Matrix Estimation with Label Correlations:
Theory and Algorithm},
journal = {CoRR},
volume = {abs/2309.12706},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12706},
doi = {10.48550/ARXIV.2309.12706},
eprinttype = {arXiv},
eprint = {2309.12706},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16956,
author = {Runnan Chen and
Xinge Zhu and
Nenglun Chen and
Dawei Wang and
Wei Li and
Yuexin Ma and
Ruigang Yang and
Tongliang Liu and
Wenping Wang},
title = {Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD
Models Pre-training},
journal = {CoRR},
volume = {abs/2309.16956},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16956},
doi = {10.48550/ARXIV.2309.16956},
eprinttype = {arXiv},
eprint = {2309.16956},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00607,
author = {Chaojian Yu and
Xiaolong Shi and
Jun Yu and
Bo Han and
Tongliang Liu},
title = {On the Onset of Robust Overfitting in Adversarial Training},
journal = {CoRR},
volume = {abs/2310.00607},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00607},
doi = {10.48550/ARXIV.2310.00607},
eprinttype = {arXiv},
eprint = {2310.00607},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05077,
author = {Zhiqin Yang and
Yonggang Zhang and
Yu Zheng and
Xinmei Tian and
Hao Peng and
Tongliang Liu and
Bo Han},
title = {FedFed: Feature Distillation against Data Heterogeneity in Federated
Learning},
journal = {CoRR},
volume = {abs/2310.05077},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05077},
doi = {10.48550/ARXIV.2310.05077},
eprinttype = {arXiv},
eprint = {2310.05077},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08847,
author = {Runqi Lin and
Chaojian Yu and
Bo Han and
Tongliang Liu},
title = {On the Over-Memorization During Natural, Robust and Catastrophic Overfitting},
journal = {CoRR},
volume = {abs/2310.08847},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08847},
doi = {10.48550/ARXIV.2310.08847},
eprinttype = {arXiv},
eprint = {2310.08847},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10873,
author = {Shaokun Zhang and
Xiaobo Xia and
Zhaoqing Wang and
Ling{-}Hao Chen and
Jiale Liu and
Qingyun Wu and
Tongliang Liu},
title = {{IDEAL:} Influence-Driven Selective Annotations Empower In-Context
Learners in Large Language Models},
journal = {CoRR},
volume = {abs/2310.10873},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10873},
doi = {10.48550/ARXIV.2310.10873},
eprinttype = {arXiv},
eprint = {2310.10873},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13923,
author = {Jianing Zhu and
Geng Yu and
Jiangchao Yao and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Bo Han},
title = {Diversified Outlier Exposure for Out-of-Distribution Detection via
Informative Extrapolation},
journal = {CoRR},
volume = {abs/2310.13923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13923},
doi = {10.48550/ARXIV.2310.13923},
eprinttype = {arXiv},
eprint = {2310.13923},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16391,
author = {Zhuo Huang and
Muyang Li and
Li Shen and
Jun Yu and
Chen Gong and
Bo Han and
Tongliang Liu},
title = {Winning Prize Comes from Losing Tickets: Improve Invariant Learning
by Exploring Variant Parameters for Out-of-Distribution Generalization},
journal = {CoRR},
volume = {abs/2310.16391},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16391},
doi = {10.48550/ARXIV.2310.16391},
eprinttype = {arXiv},
eprint = {2310.16391},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16412,
author = {Zhuo Huang and
Li Shen and
Jun Yu and
Bo Han and
Tongliang Liu},
title = {FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness
for Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/2310.16412},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16412},
doi = {10.48550/ARXIV.2310.16412},
eprinttype = {arXiv},
eprint = {2310.16412},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18910,
author = {Muyang Li and
Runze Wu and
Haoyu Liu and
Jun Yu and
Xun Yang and
Bo Han and
Tongliang Liu},
title = {InstanT: Semi-supervised Learning with Instance-dependent Thresholds},
journal = {CoRR},
volume = {abs/2310.18910},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18910},
doi = {10.48550/ARXIV.2310.18910},
eprinttype = {arXiv},
eprint = {2310.18910},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03191,
author = {Xuan Li and
Zhanke Zhou and
Jianing Zhu and
Jiangchao Yao and
Tongliang Liu and
Bo Han},
title = {DeepInception: Hypnotize Large Language Model to Be Jailbreaker},
journal = {CoRR},
volume = {abs/2311.03191},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03191},
doi = {10.48550/ARXIV.2311.03191},
eprinttype = {arXiv},
eprint = {2311.03191},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03236,
author = {Haotian Zheng and
Qizhou Wang and
Zhen Fang and
Xiaobo Xia and
Feng Liu and
Tongliang Liu and
Bo Han},
title = {Out-of-distribution Detection Learning with Unreliable Out-of-distribution
Sources},
journal = {CoRR},
volume = {abs/2311.03236},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03236},
doi = {10.48550/ARXIV.2311.03236},
eprinttype = {arXiv},
eprint = {2311.03236},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08675,
author = {Xiaobo Xia and
Jiale Liu and
Shaokun Zhang and
Qingyun Wu and
Tongliang Liu},
title = {Coreset Selection with Prioritized Multiple Objectives},
journal = {CoRR},
volume = {abs/2311.08675},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08675},
doi = {10.48550/ARXIV.2311.08675},
eprinttype = {arXiv},
eprint = {2311.08675},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02546,
author = {Zhuo Huang and
Chang Liu and
Yinpeng Dong and
Hang Su and
Shibao Zheng and
Tongliang Liu},
title = {Machine Vision Therapy: Multimodal Large Language Models Can Enhance
Visual Robustness via Denoising In-Context Learning},
journal = {CoRR},
volume = {abs/2312.02546},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02546},
doi = {10.48550/ARXIV.2312.02546},
eprinttype = {arXiv},
eprint = {2312.02546},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07424,
author = {Zhongyi Han and
Guanglin Zhou and
Rundong He and
Jindong Wang and
Tailin Wu and
Yilong Yin and
Salman H. Khan and
Lina Yao and
Tongliang Liu and
Kun Zhang},
title = {How Well Does GPT-4V(ision) Adapt to Distribution Shifts? {A} Preliminary
Investigation},
journal = {CoRR},
volume = {abs/2312.07424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07424},
doi = {10.48550/ARXIV.2312.07424},
eprinttype = {arXiv},
eprint = {2312.07424},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08852,
author = {Linghao Chen and
Yuanshuo Zhang and
Taohua Huang and
Liangcai Su and
Zeyi Lin and
Xi Xiao and
Xiaobo Xia and
Tongliang Liu},
title = {{ERASE:} Error-Resilient Representation Learning on Graphs for Label
Noise Tolerance},
journal = {CoRR},
volume = {abs/2312.08852},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08852},
doi = {10.48550/ARXIV.2312.08852},
eprinttype = {arXiv},
eprint = {2312.08852},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10302,
author = {Yunshui Li and
Binyuan Hui and
Xiaobo Xia and
Jiaxi Yang and
Min Yang and
Lei Zhang and
Shuzheng Si and
Junhao Liu and
Tongliang Liu and
Fei Huang and
Yongbin Li},
title = {One Shot Learning as Instruction Data Prospector for Large Language
Models},
journal = {CoRR},
volume = {abs/2312.10302},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10302},
doi = {10.48550/ARXIV.2312.10302},
eprinttype = {arXiv},
eprint = {2312.10302},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgaa/CaiHSL22,
author = {Shijun Cai and
Seok{-}Hee Hong and
Jialiang Shen and
Tongliang Liu},
title = {A Machine Learning Approach for Predicting Human Preference for Graph
Layouts},
journal = {J. Graph Algorithms Appl.},
volume = {26},
number = {1},
pages = {447--471},
year = {2022},
url = {https://doi.org/10.7155/jgaa.00603},
doi = {10.7155/JGAA.00603},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgaa/CaiHSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuL000S22,
author = {Songhua Wu and
Tongliang Liu and
Bo Han and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Learning from Noisy Pairwise Similarity and Unlabeled Data},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {307:1--307:34},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0946.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuL000S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangDLT22,
author = {Xu Yang and
Cheng Deng and
Tongliang Liu and
Dacheng Tao},
title = {Heterogeneous Graph Attention Network for Unsupervised Multiple-Target
Domain Adaptation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {4},
pages = {1992--2003},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3026079},
doi = {10.1109/TPAMI.2020.3026079},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YangDLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GongWLHYYT22,
author = {Chen Gong and
Qizhou Wang and
Tongliang Liu and
Bo Han and
Jane You and
Jian Yang and
Dacheng Tao},
title = {Instance-Dependent Positive and Unlabeled Learning With Labeling Bias
Estimation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {8},
pages = {4163--4177},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3061456},
doi = {10.1109/TPAMI.2021.3061456},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GongWLHYYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangDLT22,
author = {Hao Wang and
Cheng Deng and
Tongliang Liu and
Dacheng Tao},
title = {Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9181--9194},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3123315},
doi = {10.1109/TPAMI.2021.3123315},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/WangDLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangWLX22,
author = {Shuo Yang and
Songhua Wu and
Tongliang Liu and
Min Xu},
title = {Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution
Calibration},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9830--9843},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3132021},
doi = {10.1109/TPAMI.2021.3132021},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YangWLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BaoCLGYWW22,
author = {Guoqing Bao and
Huai Chen and
Tongliang Liu and
Guanzhong Gong and
Yong Yin and
Lisheng Wang and
Xiuying Wang},
title = {{COVID-MTL:} Multitask learning with Shift3D and random-weighted loss
for {COVID-19} diagnosis and severity assessment},
journal = {Pattern Recognit.},
volume = {124},
pages = {108499},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108499},
doi = {10.1016/J.PATCOG.2021.108499},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/BaoCLGYWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/KeGLZYT22,
author = {Jingchen Ke and
Chen Gong and
Tongliang Liu and
Lin Zhao and
Jian Yang and
Dacheng Tao},
title = {Laplacian Welsch Regularization for Robust Semisupervised Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {1},
pages = {164--177},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2019.2953337},
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timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/KeGLZYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DingWZHLTLG22,
author = {Xinpeng Ding and
Nannan Wang and
Shiwei Zhang and
Ziyuan Huang and
Xiaomeng Li and
Mingqian Tang and
Tongliang Liu and
Xinbo Gao},
title = {Exploring Language Hierarchy for Video Grounding},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {4693--4706},
year = {2022},
url = {https://doi.org/10.1109/TIP.2022.3187288},
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timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/DingWZHLTLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/DuHLYT22,
author = {Yuxuan Du and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Shan You and
Dacheng Tao},
title = {Quantum Differentially Private Sparse Regression Learning},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {8},
pages = {5217--5233},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3164726},
doi = {10.1109/TIT.2022.3164726},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/DuHLYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LanLZXL22,
author = {Long Lan and
Tongliang Liu and
Xiang Zhang and
Chuanfu Xu and
Zhigang Luo},
title = {Label Propagated Nonnegative Matrix Factorization for Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
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year = {2022},
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timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LanLZXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/JuWWMZZLG22,
author = {Lie Ju and
Xin Wang and
Lin Wang and
Dwarikanath Mahapatra and
Xin Zhao and
Quan Zhou and
Tongliang Liu and
Zongyuan Ge},
title = {Improving Medical Images Classification With Label Noise Using Dual-Uncertainty
Estimation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {6},
pages = {1533--1546},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3141425},
doi = {10.1109/TMI.2022.3141425},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/JuWWMZZLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangXHLCNS22,
author = {Jingfeng Zhang and
Xilie Xu and
Bo Han and
Tongliang Liu and
Lizhen Cui and
Gang Niu and
Masashi Sugiyama},
title = {NoiLin: Improving adversarial training and correcting stereotype of
noisy labels},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=zlQXV7xtZs},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangXHLCNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhangLXYLC22,
author = {Zhaoyu Zhang and
Mengyan Li and
Haonian Xie and
Jun Yu and
Tongliang Liu and
Chang Wen Chen},
title = {{TWGAN:} Twin Discriminator Generative Adversarial Networks},
journal = {{IEEE} Trans. Multim.},
volume = {24},
pages = {677--688},
year = {2022},
url = {https://doi.org/10.1109/TMM.2021.3057989},
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timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/ZhangLXYLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/WuXWLYML22,
author = {Zhengning Wu and
Xiaobo Xia and
Ruxin Wang and
Jiatong Li and
Jun Yu and
Yinian Mao and
Tongliang Liu},
title = {{LR-SVM+:} Learning Using Privileged Information with Noisy Labels},
journal = {{IEEE} Trans. Multim.},
volume = {24},
pages = {1080--1092},
year = {2022},
url = {https://doi.org/10.1109/TMM.2021.3116417},
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timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/WuXWLYML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangLT22,
author = {Jingwei Zhang and
Tongliang Liu and
Dacheng Tao},
title = {On the Rates of Convergence From Surrogate Risk Minimizers to the
Bayes Optimal Classifier},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {10},
pages = {5766--5774},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3071370},
doi = {10.1109/TNNLS.2021.3071370},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vi/CaiHXLH22,
author = {Shijun Cai and
Seok{-}Hee Hong and
Xiaobo Xia and
Tongliang Liu and
Weidong Huang},
title = {A machine learning approach for predicting human shortest path task
performance},
journal = {Vis. Informatics},
volume = {6},
number = {2},
pages = {50--61},
year = {2022},
url = {https://doi.org/10.1016/j.visinf.2022.04.001},
doi = {10.1016/J.VISINF.2022.04.001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vi/CaiHXLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/PasdarLLH22,
author = {Amirmohammad Pasdar and
Young Choon Lee and
Tongliang Liu and
Seok{-}Hee Hong},
title = {Train Me to Fight: Machine-Learning Based On-Device Malware Detection
for Mobile Devices},
booktitle = {22nd {IEEE} International Symposium on Cluster, Cloud and Internet
Computing, CCGrid 2022, Taormina, Italy, May 16-19, 2022},
pages = {239--248},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCGrid54584.2022.00033},
doi = {10.1109/CCGRID54584.2022.00033},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/PasdarLLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SugiyamaL0L022,
author = {Masashi Sugiyama and
Tongliang Liu and
Bo Han and
Yang Liu and
Gang Niu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Learning and Mining with Noisy Labels},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5152--5155},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557504},
doi = {10.1145/3511808.3557504},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SugiyamaL0L022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/WuGHLL22,
author = {Songhua Wu and
Mingming Gong and
Bo Han and
Yang Liu and
Tongliang Liu},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {Fair Classification with Instance-dependent Label Noise},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {927--943},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/wu22b.html},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/WuGHLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiXGL22,
author = {Shikun Li and
Xiaobo Xia and
Shiming Ge and
Tongliang Liu},
title = {Selective-Supervised Contrastive Learning with Noisy Labels},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {316--325},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00041},
doi = {10.1109/CVPR52688.2022.00041},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiXGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AnDGFZ0L22,
author = {Xiang An and
Jiankang Deng and
Jia Guo and
Ziyong Feng and
Xuhan Zhu and
Jing Yang and
Tongliang Liu},
title = {Killing Two Birds with One Stone: Efficient and Robust Training of
Face Recognition CNNs by Partial {FC}},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {4032--4041},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00401},
doi = {10.1109/CVPR52688.2022.00401},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AnDGFZ0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GuoLLY22,
author = {Xiaoqing Guo and
Jie Liu and
Tongliang Liu and
Yixuan Yuan},
title = {SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {7022--7031},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00690},
doi = {10.1109/CVPR52688.2022.00690},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GuoLLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangYLD22,
author = {Erkun Yang and
Dongren Yao and
Tongliang Liu and
Cheng Deng},
title = {Mutual Quantization for Cross-Modal Search with Noisy Labels},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {7541--7550},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00740},
doi = {10.1109/CVPR52688.2022.00740},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YangYLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangLLTGGL22,
author = {Zhaoqing Wang and
Yu Lu and
Qiang Li and
Xunqiang Tao and
Yandong Guo and
Mingming Gong and
Tongliang Liu},
title = {{CRIS:} CLIP-Driven Referring Image Segmentation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {11676--11685},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01139},
doi = {10.1109/CVPR52688.2022.01139},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangLLTGGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangLZWZ0GL22,
author = {Zhaoqing Wang and
Qiang Li and
Guoxin Zhang and
Pengfei Wan and
Wen Zheng and
Nannan Wang and
Mingming Gong and
Tongliang Liu},
title = {Exploring Set Similarity for Dense Self-supervised Representation
Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {16569--16578},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01609},
doi = {10.1109/CVPR52688.2022.01609},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangLZWZ0GL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChengLN0000S22,
author = {De Cheng and
Tongliang Liu and
Yixiong Ning and
Nannan Wang and
Bo Han and
Gang Niu and
Xinbo Gao and
Masashi Sugiyama},
title = {Instance-Dependent Label-Noise Learning with Manifold-Regularized
Transition Matrix Estimation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {16609--16618},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01613},
doi = {10.1109/CVPR52688.2022.01613},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChengLN0000S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JinHSWLYWHCH22,
author = {Xin Jin and
Tianyu He and
Xu Shen and
Songhua Wu and
Tongliang Liu and
Jingwen Ye and
Xinchao Wang and
Jianqiang Huang and
Zhibo Chen and
Xian{-}Sheng Hua},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Unleashing the Potential of Adaptation Models via Go-getting Domain
Labels},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13808},
pages = {308--325},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25085-9\_18},
doi = {10.1007/978-3-031-25085-9\_18},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/JinHSWLYWHCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002YZ0L0C22,
author = {Yongqiang Chen and
Han Yang and
Yonggang Zhang and
Kaili Ma and
Tongliang Liu and
Bo Han and
James Cheng},
title = {Understanding and Improving Graph Injection Attack by Promoting Unnoticeability},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=wkMG8cdvh7-},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002YZ0L0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChiLYLL00ZS22,
author = {Haoang Chi and
Feng Liu and
Wenjing Yang and
Long Lan and
Tongliang Liu and
Bo Han and
Gang Niu and
Mingyuan Zhou and
Masashi Sugiyama},
title = {Meta Discovery: Learning to Discover Novel Classes given Very Limited
Data},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=MEpKGLsY8f},
timestamp = {Sat, 07 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ChiLYLL00ZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiZ0L0022,
author = {Jiaheng Wei and
Zhaowei Zhu and
Hao Cheng and
Tongliang Liu and
Gang Niu and
Yang Liu},
title = {Learning with Noisy Labels Revisited: {A} Study Using Real-World Human
Annotations},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=TBWA6PLJZQm},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiZ0L0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiaL0GY0S22,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Sample Selection with Uncertainty of Losses for Learning with Noisy
Labels},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=xENf4QUL4LW},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiaL0GY0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YaoL0G0ST22,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Dacheng Tao},
title = {Rethinking Class-Prior Estimation for Positive-Unlabeled Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=aYAA-XHKyk},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YaoL0G0ST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangF0L0QS22,
author = {Fei Zhang and
Lei Feng and
Bo Han and
Tongliang Liu and
Gang Niu and
Tao Qin and
Masashi Sugiyama},
title = {Exploiting Class Activation Value for Partial-Label Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=qqdXHUGec9h},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangF0L0QS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangGL000S022,
author = {Yonggang Zhang and
Mingming Gong and
Tongliang Liu and
Gang Niu and
Xinmei Tian and
Bo Han and
Bernhard Sch{\"{o}}lkopf and
Kun Zhang},
title = {Adversarial Robustness Through the Lens of Causality},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=cZAi1yWpiXQ},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangGL000S022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuY0ZL0ZXY22,
author = {Jianing Zhu and
Jiangchao Yao and
Bo Han and
Jingfeng Zhang and
Tongliang Liu and
Gang Niu and
Jingren Zhou and
Jianliang Xu and
Hongxia Yang},
title = {Reliable Adversarial Distillation with Unreliable Teachers},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=u6TRGdzhfip},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhuY0ZL0ZXY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/KimLY22,
author = {Joshua Y. Kim and
Tongliang Liu and
Kalina Yacef},
editor = {Raj Tumuluri and
Nicu Sebe and
Gopal Pingali and
Dinesh Babu Jayagopi and
Abhinav Dhall and
Richa Singh and
Lisa Anthony and
Albert Ali Salah},
title = {Improving Supervised Learning in Conversational Analysis through Reusing
Preprocessing Data as Auxiliary Supervisors},
booktitle = {International Conference on Multimodal Interaction, {ICMI} 2022, Companion
Volume, Bengaluru, India, November 7-11, 2022},
pages = {134--143},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3536220.3558034},
doi = {10.1145/3536220.3558034},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/KimLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiLL0SL22,
author = {Jiaheng Wei and
Hangyu Liu and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {To Smooth or Not? When Label Smoothing Meets Noisy Labels},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23589--23614},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wei22b.html},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiLL0SL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangYHLXNL22,
author = {Shuo Yang and
Erkun Yang and
Bo Han and
Yang Liu and
Min Xu and
Gang Niu and
Tongliang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Estimating Instance-dependent Bayes-label Transition Matrix using
a Deep Neural Network},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25302--25312},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/yang22p.html},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangYHLXNL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yu0SY0GL22,
author = {Chaojian Yu and
Bo Han and
Li Shen and
Jun Yu and
Chen Gong and
Mingming Gong and
Tongliang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Understanding Robust Overfitting of Adversarial Training and Beyond},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25595--25610},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/yu22b.html},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yu0SY0GL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouW00WZL22,
author = {Dawei Zhou and
Nannan Wang and
Xinbo Gao and
Bo Han and
Xiaoyu Wang and
Yibing Zhan and
Tongliang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Improving Adversarial Robustness via Mutual Information Estimation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27338--27352},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22j.html},
timestamp = {Sat, 21 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouW00WZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouWHL22,
author = {Dawei Zhou and
Nannan Wang and
Bo Han and
Tongliang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Modeling Adversarial Noise for Adversarial Training},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27353--27366},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22k.html},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouWHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Yu0GSGBL22,
author = {Chaojian Yu and
Bo Han and
Mingming Gong and
Li Shen and
Shiming Ge and
Du Bo and
Tongliang Liu},
editor = {Luc De Raedt},
title = {Robust Weight Perturbation for Adversarial Training},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {3688--3694},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/512},
doi = {10.24963/IJCAI.2022/512},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Yu0GSGBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PengLZLYL022,
author = {Xiong Peng and
Feng Liu and
Jingfeng Zhang and
Long Lan and
Junjie Ye and
Tongliang Liu and
Bo Han},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Bilateral Dependency Optimization: Defending Against Model-inversion
Attacks},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1358--1367},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539376},
doi = {10.1145/3534678.3539376},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PengLZLYL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiaSGWGWL22,
author = {Xiaobo Xia and
Shuo Shan and
Mingming Gong and
Nannan Wang and
Fei Gao and
Haikun Wei and
Tongliang Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted
Data},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2110--2119},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539318},
doi = {10.1145/3534678.3539318},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiaSGWGWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/JinHSLWH0022,
author = {Xin Jin and
Tianyu He and
Xu Shen and
Tongliang Liu and
Xinchao Wang and
Jianqiang Huang and
Zhibo Chen and
Xian{-}Sheng Hua},
editor = {Jo{\~{a}}o Magalh{\~{a}}es and
Alberto Del Bimbo and
Shin'ichi Satoh and
Nicu Sebe and
Xavier Alameda{-}Pineda and
Qin Jin and
Vincent Oria and
Laura Toni},
title = {Meta Clustering Learning for Large-scale Unsupervised Person Re-identification},
booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa,
Portugal, October 10 - 14, 2022},
pages = {2163--2172},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503161.3547900},
doi = {10.1145/3503161.3547900},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/JinHSLWH0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/LuoDBLLW22,
author = {Yong Luo and
Ling{-}Yu Duan and
Yan Bai and
Tongliang Liu and
Yihang Lou and
Yonggang Wen},
title = {Nonlinear Multi-Model Reuse},
booktitle = {24th {IEEE} International Workshop on Multimedia Signal Processing,
{MMSP} 2022, Shanghai, China, September 26-28, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/MMSP55362.2022.9949516},
doi = {10.1109/MMSP55362.2022.9949516},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmsp/LuoDBLLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiarch/PasdarLHL22,
author = {Amirmohammad Pasdar and
Young Choon Lee and
Seok{-}Hee Hong and
Tongliang Liu},
editor = {Yipeng Zhou and
Lorenzo Bertizzolo and
Stefano Secci},
title = {{MAPS:} a dataset for semantic profiling and analysis of Android applications},
booktitle = {MobiArch '22: Proceedings of the 17th {ACM} Workshop on Mobility in
the Evolving Internet Architecture, Sydney, NSW, Australia, 21 October
2022},
pages = {13--18},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3556548.3559629},
doi = {10.1145/3556548.3559629},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobiarch/PasdarLHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002ZB00XL0C22,
author = {Yongqiang Chen and
Yonggang Zhang and
Yatao Bian and
Han Yang and
Kaili Ma and
Binghui Xie and
Tongliang Liu and
Bo Han and
James Cheng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Causally Invariant Representations for Out-of-Distribution
Generalization on Graphs},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/8b21a7ea42cbcd1c29a7a88c444cce45-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002ZB00XL0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002ZZL00S22,
author = {Jianan Zhou and
Jianing Zhu and
Jingfeng Zhang and
Tongliang Liu and
Gang Niu and
Bo Han and
Masashi Sugiyama},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adversarial Training with Complementary Labels: On the Benefit of
Gradually Informative Attacks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/959f70ee50044bed305e48e3484005a7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002ZZL00S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiYWD0DWL22,
author = {Yingbin Bai and
Erkun Yang and
Zhaoqing Wang and
Yuxuan Du and
Bo Han and
Cheng Deng and
Dadong Wang and
Tongliang Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{RSA:} Reducing Semantic Shift from Aggressive Augmentations for Self-supervised
Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/850e8063d902e0825d3c5504d183bafe-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaiYWD0DWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChengN00YD0L22,
author = {De Cheng and
Yixiong Ning and
Nannan Wang and
Xinbo Gao and
Heng Yang and
Yuxuan Du and
Bo Han and
Tongliang Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/47f75e809409709c6d226ab5ca0c9703-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChengN00YD0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoNGSHLZB22,
author = {Erdun Gao and
Ignavier Ng and
Mingming Gong and
Li Shen and
Wei Huang and
Tongliang Liu and
Kun Zhang and
Howard D. Bondell},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {MissDAG: Causal Discovery in the Presence of Missing Data with Continuous
Additive Noise Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/206361867abf7eb01746c3943078da3c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GaoNGSHLZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Li0XLM022,
author = {Yewen Li and
Chaojie Wang and
Xiaobo Xia and
Tongliang Liu and
Xin Miao and
Bo An},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Out-of-Distribution Detection with An Adaptive Likelihood Ratio on
Informative Hierarchical {VAE}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/3066f60a91d652f4dc690637ac3a2f8c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Li0XLM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiXZZGL22,
author = {Shikun Li and
Xiaobo Xia and
Hansong Zhang and
Yibing Zhan and
Shiming Ge and
Tongliang Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Estimating Noise Transition Matrix with Label Correlations for Noisy
Multi-Label Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/98f8c89ae042c512e6c87e0e0c2a0f98-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiXZZGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunZWWLL0022,
author = {Chenghao Sun and
Yonggang Zhang and
Chaoqun Wan and
Qizhou Wang and
Ya Li and
Tongliang Liu and
Bo Han and
Xinmei Tian},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Towards Lightweight Black-Box Attack Against Deep Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7a9745f251508a053425a256490b0665-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunZWWLL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLZZ0L022,
author = {Qizhou Wang and
Feng Liu and
Yonggang Zhang and
Jing Zhang and
Chen Gong and
Tongliang Liu and
Bo Han},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Watermarking for Out-of-distribution Detection},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/63fa7efdd3bcf944a4bd6e0ff6a50041-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangLZZ0L022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaYRLZ0L22,
author = {Xiaobo Xia and
Wenhao Yang and
Jie Ren and
Yewen Li and
Yibing Zhan and
Bo Han and
Tongliang Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Pluralistic Image Completion with Gaussian Mixture Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/987913de7a2963359196d4491d0fd4e7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiaYRLZ0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZuoWL00G22,
author = {Aoqi Zuo and
Susan Wei and
Tongliang Liu and
Bo Han and
Kun Zhang and
Mingming Gong},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Counterfactual Fairness with Partially Known Causal Graph},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/08887999616116910fccec17a63584b5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZuoWL00G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12739,
author = {Yexiong Lin and
Yu Yao and
Yuxuan Du and
Jun Yu and
Bo Han and
Mingming Gong and
Tongliang Liu},
title = {Do We Need to Penalize Variance of Losses for Learning with Label
Noise?},
journal = {CoRR},
volume = {abs/2201.12739},
year = {2022},
url = {https://arxiv.org/abs/2201.12739},
eprinttype = {arXiv},
eprint = {2201.12739},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05441,
author = {Yongqiang Chen and
Yonggang Zhang and
Han Yang and
Kaili Ma and
Binghui Xie and
Tongliang Liu and
Bo Han and
James Cheng},
title = {Invariance Principle Meets Out-of-Distribution Generalization on Graphs},
journal = {CoRR},
volume = {abs/2202.05441},
year = {2022},
url = {https://arxiv.org/abs/2202.05441},
eprinttype = {arXiv},
eprint = {2202.05441},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08057,
author = {Yongqiang Chen and
Han Yang and
Yonggang Zhang and
Kaili Ma and
Tongliang Liu and
Bo Han and
James Cheng},
title = {Understanding and Improving Graph Injection Attack by Promoting Unnoticeability},
journal = {CoRR},
volume = {abs/2202.08057},
year = {2022},
url = {https://arxiv.org/abs/2202.08057},
eprinttype = {arXiv},
eprint = {2202.08057},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04181,
author = {Shikun Li and
Xiaobo Xia and
Shiming Ge and
Tongliang Liu},
title = {Selective-Supervised Contrastive Learning with Noisy Labels},
journal = {CoRR},
volume = {abs/2203.04181},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04181},
doi = {10.48550/ARXIV.2203.04181},
eprinttype = {arXiv},
eprint = {2203.04181},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04199,
author = {Shikun Li and
Tongliang Liu and
Jiyong Tan and
Dan Zeng and
Shiming Ge},
title = {Trustable Co-label Learning from Multiple Noisy Annotators},
journal = {CoRR},
volume = {abs/2203.04199},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04199},
doi = {10.48550/ARXIV.2203.04199},
eprinttype = {arXiv},
eprint = {2203.04199},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15202,
author = {Xiaoqing Guo and
Jie Liu and
Tongliang Liu and
Yixuan Yuan},
title = {SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation},
journal = {CoRR},
volume = {abs/2203.15202},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15202},
doi = {10.48550/ARXIV.2203.15202},
eprinttype = {arXiv},
eprint = {2203.15202},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15565,
author = {Xiang An and
Jiankang Deng and
Jia Guo and
Ziyong Feng and
Xuhan Zhu and
Jing Yang and
Tongliang Liu},
title = {Killing Two Birds with One Stone: Efficient and Robust Training of
Face Recognition CNNs by Partial {FC}},
journal = {CoRR},
volume = {abs/2203.15565},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15565},
doi = {10.48550/ARXIV.2203.15565},
eprinttype = {arXiv},
eprint = {2203.15565},
timestamp = {Fri, 30 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07321,
author = {Chuang Liu and
Yibing Zhan and
Chang Li and
Bo Du and
Jia Wu and
Wenbin Hu and
Tongliang Liu and
Dacheng Tao},
title = {Graph Pooling for Graph Neural Networks: Progress, Challenges, and
Opportunities},
journal = {CoRR},
volume = {abs/2204.07321},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07321},
doi = {10.48550/ARXIV.2204.07321},
eprinttype = {arXiv},
eprint = {2204.07321},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09086,
author = {Xiaobo Xia and
Wenhao Yang and
Jie Ren and
Yewen Li and
Yibing Zhan and
Bo Han and
Tongliang Liu},
title = {Pluralistic Image Completion with Probabilistic Mixture-of-Experts},
journal = {CoRR},
volume = {abs/2205.09086},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09086},
doi = {10.48550/ARXIV.2205.09086},
eprinttype = {arXiv},
eprint = {2205.09086},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13869,
author = {Erdun Gao and
Ignavier Ng and
Mingming Gong and
Li Shen and
Wei Huang and
Tongliang Liu and
Kun Zhang and
Howard D. Bondell},
title = {MissDAG: Causal Discovery in the Presence of Missing Data with Continuous
Additive Noise Models},
journal = {CoRR},
volume = {abs/2205.13869},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13869},
doi = {10.48550/ARXIV.2205.13869},
eprinttype = {arXiv},
eprint = {2205.13869},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13972,
author = {Aoqi Zuo and
Susan Wei and
Tongliang Liu and
Bo Han and
Kun Zhang and
Mingming Gong},
title = {Counterfactual Fairness with Partially Known Causal Graph},
journal = {CoRR},
volume = {abs/2205.13972},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13972},
doi = {10.48550/ARXIV.2205.13972},
eprinttype = {arXiv},
eprint = {2205.13972},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14826,
author = {Chaojian Yu and
Bo Han and
Mingming Gong and
Li Shen and
Shiming Ge and
Bo Du and
Tongliang Liu},
title = {Robust Weight Perturbation for Adversarial Training},
journal = {CoRR},
volume = {abs/2205.14826},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14826},
doi = {10.48550/ARXIV.2205.14826},
eprinttype = {arXiv},
eprint = {2205.14826},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01999,
author = {Yingbin Bai and
Erkun Yang and
Zhaoqing Wang and
Yuxuan Du and
Bo Han and
Cheng Deng and
Dadong Wang and
Tongliang Liu},
title = {{MSR:} Making Self-supervised learning Robust to Aggressive Augmentations},
journal = {CoRR},
volume = {abs/2206.01999},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01999},
doi = {10.48550/ARXIV.2206.01999},
eprinttype = {arXiv},
eprint = {2206.01999},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02791,
author = {De Cheng and
Tongliang Liu and
Yixiong Ning and
Nannan Wang and
Bo Han and
Gang Niu and
Xinbo Gao and
Masashi Sugiyama},
title = {Instance-Dependent Label-Noise Learning with Manifold-Regularized
Transition Matrix Estimation},
journal = {CoRR},
volume = {abs/2206.02791},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02791},
doi = {10.48550/ARXIV.2206.02791},
eprinttype = {arXiv},
eprint = {2206.02791},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03066,
author = {Jinkai Tian and
Xiaoyu Sun and
Yuxuan Du and
Shanshan Zhao and
Qing Liu and
Kaining Zhang and
Wei Yi and
Wanrong Huang and
Chaoyue Wang and
Xingyao Wu and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Wenjing Yang and
Dacheng Tao},
title = {Recent Advances for Quantum Neural Networks in Generative Learning},
journal = {CoRR},
volume = {abs/2206.03066},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03066},
doi = {10.48550/ARXIV.2206.03066},
eprinttype = {arXiv},
eprint = {2206.03066},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05483,
author = {Xiong Peng and
Feng Liu and
Jingfen Zhang and
Long Lan and
Junjie Ye and
Tongliang Liu and
Bo Han},
title = {Bilateral Dependency Optimization: Defending Against Model-inversion
Attacks},
journal = {CoRR},
volume = {abs/2206.05483},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05483},
doi = {10.48550/ARXIV.2206.05483},
eprinttype = {arXiv},
eprint = {2206.05483},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07981,
author = {Lianyang Ma and
Yu Yao and
Tao Liang and
Tongliang Liu},
title = {Multi-scale Cooperative Multimodal Transformers for Multimodal Sentiment
Analysis in Videos},
journal = {CoRR},
volume = {abs/2206.07981},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07981},
doi = {10.48550/ARXIV.2206.07981},
eprinttype = {arXiv},
eprint = {2206.07981},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08675,
author = {Chaojian Yu and
Bo Han and
Li Shen and
Jun Yu and
Chen Gong and
Mingming Gong and
Tongliang Liu},
title = {Understanding Robust Overfitting of Adversarial Training and Beyond},
journal = {CoRR},
volume = {abs/2206.08675},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08675},
doi = {10.48550/ARXIV.2206.08675},
eprinttype = {arXiv},
eprint = {2206.08675},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03162,
author = {Zhuo Huang and
Xiaobo Xia and
Li Shen and
Bo Han and
Mingming Gong and
Chen Gong and
Tongliang Liu},
title = {Harnessing Out-Of-Distribution Examples via Augmenting Content and
Style},
journal = {CoRR},
volume = {abs/2207.03162},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03162},
doi = {10.48550/ARXIV.2207.03162},
eprinttype = {arXiv},
eprint = {2207.03162},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12203,
author = {Dawei Zhou and
Nannan Wang and
Xinbo Gao and
Bo Han and
Xiaoyu Wang and
Yibing Zhan and
Tongliang Liu},
title = {Improving Adversarial Robustness via Mutual Information Estimation},
journal = {CoRR},
volume = {abs/2207.12203},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12203},
doi = {10.48550/ARXIV.2207.12203},
eprinttype = {arXiv},
eprint = {2207.12203},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14057,
author = {Xinbiao Wang and
Junyu Liu and
Tongliang Liu and
Yong Luo and
Yuxuan Du and
Dacheng Tao},
title = {Symmetric Pruning in Quantum Neural Networks},
journal = {CoRR},
volume = {abs/2208.14057},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14057},
doi = {10.48550/ARXIV.2208.14057},
eprinttype = {arXiv},
eprint = {2208.14057},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14826,
author = {Chenghao Sun and
Yonggang Zhang and
Chaoqun Wan and
Qizhou Wang and
Ya Li and
Tongliang Liu and
Bo Han and
Xinmei Tian},
title = {Towards Lightweight Black-Box Attacks against Deep Neural Networks},
journal = {CoRR},
volume = {abs/2209.14826},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14826},
doi = {10.48550/ARXIV.2209.14826},
eprinttype = {arXiv},
eprint = {2209.14826},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01288,
author = {Chaojian Yu and
Dawei Zhou and
Li Shen and
Jun Yu and
Bo Han and
Mingming Gong and
Nannan Wang and
Tongliang Liu},
title = {Strength-Adaptive Adversarial Training},
journal = {CoRR},
volume = {abs/2210.01288},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01288},
doi = {10.48550/ARXIV.2210.01288},
eprinttype = {arXiv},
eprint = {2210.01288},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05955,
author = {Yuanyuan Wang and
Wei Huang and
Mingming Gong and
Xi Geng and
Tongliang Liu and
Kun Zhang and
Dacheng Tao},
title = {Identifiability and Asymptotics in Learning Homogeneous Linear {ODE}
Systems from Discrete Observations},
journal = {CoRR},
volume = {abs/2210.05955},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05955},
doi = {10.48550/ARXIV.2210.05955},
eprinttype = {arXiv},
eprint = {2210.05955},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15198,
author = {Qizhou Wang and
Feng Liu and
Yonggang Zhang and
Jing Zhang and
Chen Gong and
Tongliang Liu and
Bo Han},
title = {Watermarking for Out-of-distribution Detection},
journal = {CoRR},
volume = {abs/2210.15198},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15198},
doi = {10.48550/ARXIV.2210.15198},
eprinttype = {arXiv},
eprint = {2210.15198},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00269,
author = {Jianan Zhou and
Jianing Zhu and
Jingfeng Zhang and
Tongliang Liu and
Gang Niu and
Bo Han and
Masashi Sugiyama},
title = {Adversarial Training with Complementary Labels: On the Benefit of
Gradually Informative Attacks},
journal = {CoRR},
volume = {abs/2211.00269},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00269},
doi = {10.48550/ARXIV.2211.00269},
eprinttype = {arXiv},
eprint = {2211.00269},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10772,
author = {Maoyuan Ye and
Jing Zhang and
Shanshan Zhao and
Juhua Liu and
Tongliang Liu and
Bo Du and
Dacheng Tao},
title = {DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text
Spotting},
journal = {CoRR},
volume = {abs/2211.10772},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10772},
doi = {10.48550/ARXIV.2211.10772},
eprinttype = {arXiv},
eprint = {2211.10772},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03462,
author = {Huaxi Huang and
Hui Kang and
Sheng Liu and
Olivier Salvado and
Thierry Rakotoarivelo and
Dadong Wang and
Tongliang Liu},
title = {{PADDLES:} Phase-Amplitude Spectrum Disentangled Early Stopping for
Learning with Noisy Labels},
journal = {CoRR},
volume = {abs/2212.03462},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03462},
doi = {10.48550/ARXIV.2212.03462},
eprinttype = {arXiv},
eprint = {2212.03462},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ChenOLT21,
author = {Zhe Chen and
Wanli Ouyang and
Tongliang Liu and
Dacheng Tao},
title = {A Shape Transformation-based Dataset Augmentation Framework for Pedestrian
Detection},
journal = {Int. J. Comput. Vis.},
volume = {129},
number = {4},
pages = {1121--1138},
year = {2021},
url = {https://doi.org/10.1007/s11263-020-01412-0},
doi = {10.1007/S11263-020-01412-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/ChenOLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GongSLZYT21,
author = {Chen Gong and
Hong Shi and
Tongliang Liu and
Chuang Zhang and
Jian Yang and
Dacheng Tao},
title = {Loss Decomposition and Centroid Estimation for Positive and Unlabeled
Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {3},
pages = {918--932},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2941684},
doi = {10.1109/TPAMI.2019.2941684},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GongSLZYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiJWLT21,
author = {Shuai Li and
Kui Jia and
Yuxin Wen and
Tongliang Liu and
Dacheng Tao},
title = {Orthogonal Deep Neural Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {4},
pages = {1352--1368},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2948352},
doi = {10.1109/TPAMI.2019.2948352},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiJWLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ShaoDWGL21,
author = {Jia Shao and
Bo Du and
Chen Wu and
Mingming Gong and
Tongliang Liu},
title = {HRSiam: High-Resolution Siamese Network, Towards Space-Borne Satellite
Video Tracking},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {3056--3068},
year = {2021},
url = {https://doi.org/10.1109/TIP.2020.3045634},
doi = {10.1109/TIP.2020.3045634},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/ShaoDWGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DingWGLWL21,
author = {Xinpeng Ding and
Nannan Wang and
Xinbo Gao and
Jie Li and
Xiaoyu Wang and
Tongliang Liu},
title = {{KFC:} An Efficient Framework for Semi-Supervised Temporal Action
Localization},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {6869--6878},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3099407},
doi = {10.1109/TIP.2021.3099407},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/DingWGLWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Wang0L0Y021,
author = {Qizhou Wang and
Bo Han and
Tongliang Liu and
Gang Niu and
Jian Yang and
Chen Gong},
title = {Tackling Instance-Dependent Label Noise via a Universal Probabilistic
Model},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10183--10191},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i11.17221},
doi = {10.1609/AAAI.V35I11.17221},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Wang0L0Y021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangY0LGY021,
author = {Qizhou Wang and
Jiangchao Yao and
Chen Gong and
Tongliang Liu and
Mingming Gong and
Hongxia Yang and
Bo Han},
title = {Learning with Group Noise},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10192--10200},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i11.17222},
doi = {10.1609/AAAI.V35I11.17222},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangY0LGY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/CaiHSL21,
author = {Shijun Cai and
Seok{-}Hee Hong and
Jialiang Shen and
Tongliang Liu},
title = {A Machine Learning Approach for Predicting Human Preference for Graph
Layouts\({}^{\mbox{*}}\)},
booktitle = {14th {IEEE} Pacific Visualization Symposium, PacificVis 2021, Tianjin,
China, April 19-21, 2021},
pages = {6--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PacificVis52677.2021.00009},
doi = {10.1109/PACIFICVIS52677.2021.00009},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apvis/CaiHSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuangSXL0LDH021,
author = {Zhen Huang and
Xu Shen and
Jun Xing and
Tongliang Liu and
Xinmei Tian and
Houqiang Li and
Bing Deng and
Jianqiang Huang and
Xian{-}Sheng Hua},
title = {Revisiting Knowledge Distillation: An Inheritance and Exploration
Framework},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {3579--3588},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Huang\_Revisiting\_Knowledge\_Distillation\_An\_Inheritance\_and\_Exploration\_Framework\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00358},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HuangSXL0LDH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhuL021,
author = {Zhaowei Zhu and
Tongliang Liu and
Yang Liu},
title = {A Second-Order Approach to Learning With Instance-Dependent Label
Noise},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {10113--10123},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Zhu\_A\_Second-Order\_Approach\_to\_Learning\_With\_Instance-Dependent\_Label\_Noise\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00998},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhuL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Zhou0P0WYL21,
author = {Dawei Zhou and
Nannan Wang and
Chunlei Peng and
Xinbo Gao and
Xiaoyu Wang and
Jun Yu and
Tongliang Liu},
title = {Removing Adversarial Noise in Class Activation Feature Space},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {7858--7867},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00778},
doi = {10.1109/ICCV48922.2021.00778},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/Zhou0P0WYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BaiL21,
author = {Yingbin Bai and
Tongliang Liu},
title = {Me-Momentum: Extracting Hard Confident Examples from Noisily Labeled
Data},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9292--9301},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00918},
doi = {10.1109/ICCV48922.2021.00918},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/BaiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/YuHCHL21,
author = {Jun Yu and
Xinlong Hao and
Zeyu Cui and
Peng He and
Tongliang Liu},
title = {Boosting Fairness for Masked Face Recognition},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {1531--1540},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00178},
doi = {10.1109/ICCVW54120.2021.00178},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/YuHCHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiaL00WGC21,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Chen Gong and
Nannan Wang and
Zongyuan Ge and
Yi Chang},
title = {Robust early-learning: Hindering the memorization of noisy labels},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Eql5b1\_hTE4},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiaL00WGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Berthon00LS21,
author = {Antonin Berthon and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Confidence Scores Make Instance-dependent Label-noise Learning Possible},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {825--836},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/berthon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Berthon00LS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuZ0LR0HS21,
author = {Xuefeng Du and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Yu Rong and
Gang Niu and
Junzhou Huang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Diverse-Structured Networks for Adversarial Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2880--2891},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuZ0LR0HS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoLZ0L0S21,
author = {Ruize Gao and
Feng Liu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Maximum Mean Discrepancy Test is Aware of Adversarial Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3564--3575},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gao21b.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoLZ0L0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL00S21,
author = {Xuefeng Li and
Tongliang Liu and
Bo Han and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Provably End-to-end Label-noise Learning without Anchor Points},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6403--6413},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21l.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuXL0GWL021,
author = {Songhua Wu and
Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Nannan Wang and
Haifeng Liu and
Gang Niu},
editor = {Marina Meila and
Tong Zhang},
title = {Class2Simi: {A} Noise Reduction Perspective on Learning with Noisy
Labels},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11285--11295},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wu21f.html},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuXL0GWL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouL0WP021,
author = {Dawei Zhou and
Tongliang Liu and
Bo Han and
Nannan Wang and
Chunlei Peng and
Xinbo Gao},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Defending against Adversarial Examples via Attack-Invariant
Features},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12835--12845},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhou21e.html},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouL0WP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/WangKCWZGL21,
author = {Zhaoqing Wang and
Xiangyu Kong and
Zhanbei Cui and
Ming Wu and
Chuang Zhang and
Mingming Gong and
Tongliang Liu},
title = {Vecnet: {A} Spectral and Multi-Scale Spatial Fusion Deep Network for
Pixel-Level Cloud Type Classification in Himawari-8 Imagery},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {4083--4086},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554737},
doi = {10.1109/IGARSS47720.2021.9554737},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/WangKCWZGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JuWWLZDMG21,
author = {Lie Ju and
Xin Wang and
Lin Wang and
Tongliang Liu and
Xin Zhao and
Tom Drummond and
Dwarikanath Mahapatra and
Zongyuan Ge},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Relational Subsets Knowledge Distillation for Long-Tailed Retinal
Diseases Recognition},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {12908},
pages = {3--12},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87237-3\_1},
doi = {10.1007/978-3-030-87237-3\_1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/JuWWLZDMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DongFLSL21,
author = {Jiahua Dong and
Zhen Fang and
Anjin Liu and
Gan Sun and
Tongliang Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Confident Anchor-Induced Multi-Source Free Domain Adaptation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2848--2860},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/168908dd3227b8358eababa07fcaf091-Abstract.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DongFLSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoLGHNZ21,
author = {Yu Yao and
Tongliang Liu and
Mingming Gong and
Bo Han and
Gang Niu and
Kun Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Instance-dependent Label-noise Learning under a Structural Causal
Model},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4409--4420},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/23451391cd1399019fa0421129066bc6-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YaoLGHNZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChiLYLLHCK21,
author = {Haoang Chi and
Feng Liu and
Wenjing Yang and
Long Lan and
Tongliang Liu and
Bo Han and
William K. Cheung and
James T. Kwok},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{TOHAN:} {A} One-step Approach towards Few-shot Hypothesis Adaptation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {20970--20982},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/af5d5ef24881f3c3049a7b9bfe74d58b-Abstract.html},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChiLYLLHCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLHLGNZS21,
author = {Qizhou Wang and
Feng Liu and
Bo Han and
Tongliang Liu and
Chen Gong and
Gang Niu and
Mingyuan Zhou and
Masashi Sugiyama},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Probabilistic Margins for Instance Reweighting in Adversarial Training},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23258--23269},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c3a690be93aa602ee2dc0ccab5b7b67e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangLHLGNZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiYHYLMNL21,
author = {Yingbin Bai and
Erkun Yang and
Bo Han and
Yanhua Yang and
Jiatong Li and
Yinian Mao and
Gang Niu and
Tongliang Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Understanding and Improving Early Stopping for Learning with Noisy
Labels},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24392--24403},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/cc7e2b878868cbae992d1fb743995d8f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaiYHYLMNL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeKTL21,
author = {Jiayu He and
Matloob Khushi and
Nguyen Hoang Tran and
Tongliang Liu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Robust Dual Recurrent Neural Networks for Financial Time Series Prediction},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {747--755},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.84},
doi = {10.1137/1.9781611976700.84},
timestamp = {Sat, 29 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeKTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05467,
author = {Qizhou Wang and
Bo Han and
Tongliang Liu and
Gang Niu and
Jian Yang and
Chen Gong},
title = {Tackling Instance-Dependent Label Noise via a Universal Probabilistic
Model},
journal = {CoRR},
volume = {abs/2101.05467},
year = {2021},
url = {https://arxiv.org/abs/2101.05467},
eprinttype = {arXiv},
eprint = {2101.05467},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01886,
author = {Xuefeng Du and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Yu Rong and
Gang Niu and
Junzhou Huang and
Masashi Sugiyama},
title = {Learning Diverse-Structured Networks for Adversarial Robustness},
journal = {CoRR},
volume = {abs/2102.01886},
year = {2021},
url = {https://arxiv.org/abs/2102.01886},
eprinttype = {arXiv},
eprint = {2102.01886},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02400,
author = {Xuefeng Li and
Tongliang Liu and
Bo Han and
Gang Niu and
Masashi Sugiyama},
title = {Provably End-to-end Label-Noise Learning without Anchor Points},
journal = {CoRR},
volume = {abs/2102.02400},
year = {2021},
url = {https://arxiv.org/abs/2102.02400},
eprinttype = {arXiv},
eprint = {2102.02400},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03482,
author = {Jianing Zhu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Hongxia Yang and
Mohan S. Kankanhalli and
Masashi Sugiyama},
title = {Understanding the Interaction of Adversarial Training with Noisy Labels},
journal = {CoRR},
volume = {abs/2102.03482},
year = {2021},
url = {https://arxiv.org/abs/2102.03482},
eprinttype = {arXiv},
eprint = {2102.03482},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04002,
author = {Haoang Chi and
Feng Liu and
Wenjing Yang and
Long Lan and
Tongliang Liu and
Gang Niu and
Bo Han},
title = {Meta Discovery: Learning to Discover Novel Classes given Very Limited
Data},
journal = {CoRR},
volume = {abs/2102.04002},
year = {2021},
url = {https://arxiv.org/abs/2102.04002},
eprinttype = {arXiv},
eprint = {2102.04002},
timestamp = {Fri, 17 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00528,
author = {Lie Ju and
Xin Wang and
Lin Wang and
Dwarikanath Mahapatra and
Xin Zhao and
Mehrtash Harandi and
Tom Drummond and
Tongliang Liu and
Zongyuan Ge},
title = {Improving Medical Image Classification with Label Noise Using Dual-uncertainty
Estimation},
journal = {CoRR},
volume = {abs/2103.00528},
year = {2021},
url = {https://arxiv.org/abs/2103.00528},
eprinttype = {arXiv},
eprint = {2103.00528},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03665,
author = {Shijun Cai and
Seok{-}Hee Hong and
Jialiang Shen and
Tongliang Liu},
title = {A Machine Learning Approach for Predicting Human Preference for Graph
Layouts},
journal = {CoRR},
volume = {abs/2103.03665},
year = {2021},
url = {https://arxiv.org/abs/2103.03665},
eprinttype = {arXiv},
eprint = {2103.03665},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09468,
author = {Qizhou Wang and
Jiangchao Yao and
Chen Gong and
Tongliang Liu and
Mingming Gong and
Hongxia Yang and
Bo Han},
title = {Learning with Group Noise},
journal = {CoRR},
volume = {abs/2103.09468},
year = {2021},
url = {https://arxiv.org/abs/2103.09468},
eprinttype = {arXiv},
eprint = {2103.09468},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09197,
author = {Dawei Zhou and
Nannan Wang and
Chunlei Peng and
Xinbo Gao and
Xiaoyu Wang and
Jun Yu and
Tongliang Liu},
title = {Removing Adversarial Noise in Class Activation Feature Space},
journal = {CoRR},
volume = {abs/2104.09197},
year = {2021},
url = {https://arxiv.org/abs/2104.09197},
eprinttype = {arXiv},
eprint = {2104.09197},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11057,
author = {Lie Ju and
Xin Wang and
Lin Wang and
Tongliang Liu and
Xin Zhao and
Tom Drummond and
Dwarikanath Mahapatra and
Zongyuan Ge},
title = {Relational Subsets Knowledge Distillation for Long-tailed Retinal
Diseases Recognition},
journal = {CoRR},
volume = {abs/2104.11057},
year = {2021},
url = {https://arxiv.org/abs/2104.11057},
eprinttype = {arXiv},
eprint = {2104.11057},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13001,
author = {Shuo Yang and
Erkun Yang and
Bo Han and
Yang Liu and
Min Xu and
Gang Niu and
Tongliang Liu},
title = {Estimating Instance-dependent Label-noise Transition Matrix using
DNNs},
journal = {CoRR},
volume = {abs/2105.13001},
year = {2021},
url = {https://arxiv.org/abs/2105.13001},
eprinttype = {arXiv},
eprint = {2105.13001},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-13001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14676,
author = {Jingfeng Zhang and
Xilie Xu and
Bo Han and
Tongliang Liu and
Gang Niu and
Lizhen Cui and
Masashi Sugiyama},
title = {NoiLIn: Do Noisy Labels Always Hurt Adversarial Training?},
journal = {CoRR},
volume = {abs/2105.14676},
year = {2021},
url = {https://arxiv.org/abs/2105.14676},
eprinttype = {arXiv},
eprint = {2105.14676},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00445,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Sample Selection with Uncertainty of Losses for Learning with Noisy
Labels},
journal = {CoRR},
volume = {abs/2106.00445},
year = {2021},
url = {https://arxiv.org/abs/2106.00445},
eprinttype = {arXiv},
eprint = {2106.00445},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00455,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jun Yu and
Gang Niu and
Masashi Sugiyama},
title = {Instance Correction for Learning with Open-set Noisy Labels},
journal = {CoRR},
volume = {abs/2106.00455},
year = {2021},
url = {https://arxiv.org/abs/2106.00455},
eprinttype = {arXiv},
eprint = {2106.00455},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04149,
author = {Jiaheng Wei and
Hangyu Liu and
Tongliang Liu and
Gang Niu and
Yang Liu},
title = {Understanding (Generalized) Label Smoothing when Learning with Noisy
Labels},
journal = {CoRR},
volume = {abs/2106.04149},
year = {2021},
url = {https://arxiv.org/abs/2106.04149},
eprinttype = {arXiv},
eprint = {2106.04149},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04928,
author = {Jianing Zhu and
Jiangchao Yao and
Bo Han and
Jingfeng Zhang and
Tongliang Liu and
Gang Niu and
Jingren Zhou and
Jianliang Xu and
Hongxia Yang},
title = {Reliable Adversarial Distillation with Unreliable Teachers},
journal = {CoRR},
volume = {abs/2106.04928},
year = {2021},
url = {https://arxiv.org/abs/2106.04928},
eprinttype = {arXiv},
eprint = {2106.04928},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05036,
author = {Dawei Zhou and
Tongliang Liu and
Bo Han and
Nannan Wang and
Chunlei Peng and
Xinbo Gao},
title = {Towards Defending against Adversarial Examples via Attack-Invariant
Features},
journal = {CoRR},
volume = {abs/2106.05036},
year = {2021},
url = {https://arxiv.org/abs/2106.05036},
eprinttype = {arXiv},
eprint = {2106.05036},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05453,
author = {Dawei Zhou and
Nannan Wang and
Xinbo Gao and
Bo Han and
Jun Yu and
Xiaoyu Wang and
Tongliang Liu},
title = {Improving White-box Robustness of Pre-processing Defenses via Joint
Adversarial Training},
journal = {CoRR},
volume = {abs/2106.05453},
year = {2021},
url = {https://arxiv.org/abs/2106.05453},
eprinttype = {arXiv},
eprint = {2106.05453},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06196,
author = {Yonggang Zhang and
Mingming Gong and
Tongliang Liu and
Gang Niu and
Xinmei Tian and
Bo Han and
Bernhard Sch{\"{o}}lkopf and
Kun Zhang},
title = {Adversarial Robustness through the Lens of Causality},
journal = {CoRR},
volume = {abs/2106.06196},
year = {2021},
url = {https://arxiv.org/abs/2106.06196},
eprinttype = {arXiv},
eprint = {2106.06196},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06237,
author = {Chenhong Zhou and
Feng Liu and
Chen Gong and
Tongliang Liu and
Bo Han and
William Kwok{-}Wai Cheung},
title = {{KRADA:} Known-region-aware Domain Alignment for Open World Semantic
Segmentation},
journal = {CoRR},
volume = {abs/2106.06237},
year = {2021},
url = {https://arxiv.org/abs/2106.06237},
eprinttype = {arXiv},
eprint = {2106.06237},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06326,
author = {Haoang Chi and
Feng Liu and
Wenjing Yang and
Long Lan and
Tongliang Liu and
Bo Han and
William K. Cheung and
James T. Kwok},
title = {{TOHAN:} {A} One-step Approach towards Few-shot Hypothesis Adaptation},
journal = {CoRR},
volume = {abs/2106.06326},
year = {2021},
url = {https://arxiv.org/abs/2106.06326},
eprinttype = {arXiv},
eprint = {2106.06326},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07451,
author = {Xuefeng Du and
Tian Bian and
Yu Rong and
Bo Han and
Tongliang Liu and
Tingyang Xu and
Wenbing Huang and
Junzhou Huang},
title = {{PI-GNN:} {A} Novel Perspective on Semi-Supervised Node Classification
against Noisy Labels},
journal = {CoRR},
volume = {abs/2106.07451},
year = {2021},
url = {https://arxiv.org/abs/2106.07451},
eprinttype = {arXiv},
eprint = {2106.07451},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07904,
author = {Qizhou Wang and
Feng Liu and
Bo Han and
Tongliang Liu and
Chen Gong and
Gang Niu and
Mingyuan Zhou and
Masashi Sugiyama},
title = {Probabilistic Margins for Instance Reweighting in Adversarial Training},
journal = {CoRR},
volume = {abs/2106.07904},
year = {2021},
url = {https://arxiv.org/abs/2106.07904},
eprinttype = {arXiv},
eprint = {2106.07904},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15853,
author = {Yingbin Bai and
Erkun Yang and
Bo Han and
Yanhua Yang and
Jiatong Li and
Yinian Mao and
Gang Niu and
Tongliang Liu},
title = {Understanding and Improving Early Stopping for Learning with Noisy
Labels},
journal = {CoRR},
volume = {abs/2106.15853},
year = {2021},
url = {https://arxiv.org/abs/2106.15853},
eprinttype = {arXiv},
eprint = {2106.15853},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00181,
author = {Zhen Huang and
Xu Shen and
Jun Xing and
Tongliang Liu and
Xinmei Tian and
Houqiang Li and
Bing Deng and
Jianqiang Huang and
Xian{-}Sheng Hua},
title = {Revisiting Knowledge Distillation: An Inheritance and Exploration
Framework},
journal = {CoRR},
volume = {abs/2107.00181},
year = {2021},
url = {https://arxiv.org/abs/2107.00181},
eprinttype = {arXiv},
eprint = {2107.00181},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04855,
author = {Xiaobo Xia and
Shuo Shan and
Mingming Gong and
Nannan Wang and
Fei Gao and
Haikun Wei and
Tongliang Liu},
title = {Kernel Mean Estimation by Marginalized Corrupted Distributions},
journal = {CoRR},
volume = {abs/2107.04855},
year = {2021},
url = {https://arxiv.org/abs/2107.04855},
eprinttype = {arXiv},
eprint = {2107.04855},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08712,
author = {Zhaoqing Wang and
Qiang Li and
Guoxin Zhang and
Pengfei Wan and
Wen Zheng and
Nannan Wang and
Mingming Gong and
Tongliang Liu},
title = {Exploring Set Similarity for Dense Self-supervised Representation
Learning},
journal = {CoRR},
volume = {abs/2107.08712},
year = {2021},
url = {https://arxiv.org/abs/2107.08712},
eprinttype = {arXiv},
eprint = {2107.08712},
timestamp = {Sun, 22 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02986,
author = {Yu Yao and
Tongliang Liu and
Mingming Gong and
Bo Han and
Gang Niu and
Kun Zhang},
title = {Instance-dependent Label-noise Learning under a Structural Causal
Model},
journal = {CoRR},
volume = {abs/2109.02986},
year = {2021},
url = {https://arxiv.org/abs/2109.02986},
eprinttype = {arXiv},
eprint = {2109.02986},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09901,
author = {Dawei Zhou and
Nannan Wang and
Tongliang Liu and
Bo Han},
title = {Modelling Adversarial Noise for Adversarial Defense},
journal = {CoRR},
volume = {abs/2109.09901},
year = {2021},
url = {https://arxiv.org/abs/2109.09901},
eprinttype = {arXiv},
eprint = {2109.09901},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12088,
author = {Jiaheng Wei and
Zhaowei Zhu and
Hao Cheng and
Tongliang Liu and
Gang Niu and
Yang Liu},
title = {Learning with Noisy Labels Revisited: {A} Study Using Real-World Human
Annotations},
journal = {CoRR},
volume = {abs/2110.12088},
year = {2021},
url = {https://arxiv.org/abs/2110.12088},
eprinttype = {arXiv},
eprint = {2110.12088},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10032,
author = {Xin Jin and
Tianyu He and
Zhiheng Yin and
Xu Shen and
Tongliang Liu and
Xinchao Wang and
Jianqiang Huang and
Xian{-}Sheng Hua and
Zhibo Chen},
title = {Meta Clustering Learning for Large-scale Unsupervised Person Re-identification},
journal = {CoRR},
volume = {abs/2111.10032},
year = {2021},
url = {https://arxiv.org/abs/2111.10032},
eprinttype = {arXiv},
eprint = {2111.10032},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15174,
author = {Zhaoqing Wang and
Yu Lu and
Qiang Li and
Xunqiang Tao and
Yandong Guo and
Mingming Gong and
Tongliang Liu},
title = {{CRIS:} CLIP-Driven Referring Image Segmentation},
journal = {CoRR},
volume = {abs/2111.15174},
year = {2021},
url = {https://arxiv.org/abs/2111.15174},
eprinttype = {arXiv},
eprint = {2111.15174},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-15174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03032,
author = {Joshua Yee Kim and
Tongliang Liu and
Kalina Yacef},
title = {Transfer Learning in Conversational Analysis through Reusing Preprocessing
Data as Supervisors},
journal = {CoRR},
volume = {abs/2112.03032},
year = {2021},
url = {https://arxiv.org/abs/2112.03032},
eprinttype = {arXiv},
eprint = {2112.03032},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03555,
author = {Erdun Gao and
Junjia Chen and
Li Shen and
Tongliang Liu and
Mingming Gong and
Howard D. Bondell},
title = {Federated Causal Discovery},
journal = {CoRR},
volume = {abs/2112.03555},
year = {2021},
url = {https://arxiv.org/abs/2112.03555},
eprinttype = {arXiv},
eprint = {2112.03555},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuZLWZLKSYG20,
author = {Xinwang Liu and
Xinzhong Zhu and
Miaomiao Li and
Lei Wang and
En Zhu and
Tongliang Liu and
Marius Kloft and
Dinggang Shen and
Jianping Yin and
Wen Gao},
title = {Multiple Kernel {\textdollar}k{\textdollar}k-Means with Incomplete
Kernels},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {42},
number = {5},
pages = {1191--1204},
year = {2020},
url = {https://doi.org/10.1109/TPAMI.2019.2892416},
doi = {10.1109/TPAMI.2019.2892416},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiuZLWZLKSYG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuWZLZLLDY20,
author = {Xinwang Liu and
Lei Wang and
Xinzhong Zhu and
Miaomiao Li and
En Zhu and
Tongliang Liu and
Li Liu and
Yong Dou and
Jianping Yin},
title = {Absent Multiple Kernel Learning Algorithms},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {42},
number = {6},
pages = {1303--1316},
year = {2020},
url = {https://doi.org/10.1109/TPAMI.2019.2895608},
doi = {10.1109/TPAMI.2019.2895608},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiuWZLZLLDY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YangLDT20,
author = {Erkun Yang and
Tongliang Liu and
Cheng Deng and
Dacheng Tao},
title = {Adversarial Examples for Hamming Space Search},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {4},
pages = {1473--1484},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2882908},
doi = {10.1109/TCYB.2018.2882908},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/YangLDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DingWGLWL20,
author = {Xinpeng Ding and
Nannan Wang and
Xinbo Gao and
Jie Li and
Xiaoyu Wang and
Tongliang Liu},
title = {Group Feedback Capsule Network},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {6789--6799},
year = {2020},
url = {https://doi.org/10.1109/TIP.2020.2993931},
doi = {10.1109/TIP.2020.2993931},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/DingWGLWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/LouDLCLWG20,
author = {Yihang Lou and
Ling{-}Yu Duan and
Yong Luo and
Ziqian Chen and
Tongliang Liu and
Shiqi Wang and
Wen Gao},
title = {Towards Efficient Front-End Visual Sensing for Digital Retina: {A}
Model-Centric Paradigm},
journal = {{IEEE} Trans. Multim.},
volume = {22},
number = {11},
pages = {3002--3013},
year = {2020},
url = {https://doi.org/10.1109/TMM.2020.2966885},
doi = {10.1109/TMM.2020.2966885},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/LouDLCLWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DengYLT20,
author = {Cheng Deng and
Erkun Yang and
Tongliang Liu and
Dacheng Tao},
title = {Two-Stream Deep Hashing With Class-Specific Centers for Supervised
Image Search},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {6},
pages = {2189--2201},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2929068},
doi = {10.1109/TNNLS.2019.2929068},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DengYLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WeiGCLYT20,
author = {Yang Wei and
Chen Gong and
Shuo Chen and
Tongliang Liu and
Jian Yang and
Dacheng Tao},
title = {Harnessing Side Information for Classification Under Label Noise},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {9},
pages = {3178--3192},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2938782},
doi = {10.1109/TNNLS.2019.2938782},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WeiGCLYT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeLT20,
author = {Fengxiang He and
Tongliang Liu and
Dacheng Tao},
title = {Why ResNet Works? Residuals Generalize},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {12},
pages = {5349--5362},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2020.2966319},
doi = {10.1109/TNNLS.2020.2966319},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HeLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Qiao0LWT20,
author = {Maoying Qiao and
Jun Yu and
Tongliang Liu and
Xinchao Wang and
Dacheng Tao},
title = {Diversified Bayesian Nonnegative Matrix Factorization},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5420--5427},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5991},
doi = {10.1609/AAAI.V34I04.5991},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Qiao0LWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuGCLZB20,
author = {Yanwu Xu and
Mingming Gong and
Junxiang Chen and
Tongliang Liu and
Kun Zhang and
Kayhan Batmanghelich},
title = {Generative-Discriminative Complementary Learning},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6526--6533},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6126},
doi = {10.1609/AAAI.V34I04.6126},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuGCLZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DengGLGZ20,
author = {Jiankang Deng and
Jia Guo and
Tongliang Liu and
Mingming Gong and
Stefanos Zafeiriou},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Sub-center ArcFace: Boosting Face Recognition by Large-Scale Noisy
Web Faces},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XI}},
series = {Lecture Notes in Computer Science},
volume = {12356},
pages = {741--757},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58621-8\_43},
doi = {10.1007/978-3-030-58621-8\_43},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/DengGLGZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengLRT20,
author = {Jiacheng Cheng and
Tongliang Liu and
Kotagiri Ramamohanarao and
Dacheng Tao},
title = {Learning with Bounded Instance and Label-dependent Label Noise},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1789--1799},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20c.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengLRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoGL0T20,
author = {Jiaxian Guo and
Mingming Gong and
Tongliang Liu and
Kun Zhang and
Dacheng Tao},
title = {{LTF:} {A} Label Transformation Framework for Correcting Label Shift},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3843--3853},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoGL0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuLG0BT20,
author = {Xiyu Yu and
Tongliang Liu and
Mingming Gong and
Kun Zhang and
Kayhan Batmanghelich and
Dacheng Tao},
title = {Label-Noise Robust Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10913--10924},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuLG0BT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLLT20,
author = {Yonggang Zhang and
Ya Li and
Tongliang Liu and
Xinmei Tian},
title = {Dual-Path Distillation: {A} Unified Framework to Improve Black-Box
Attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11163--11172},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20o.html},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangLLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/Gan00LH20,
author = {Shikang Gan and
Yong Luo and
Yonggang Wen and
Tongliang Liu and
Han Hu},
editor = {Chang Wen Chen and
Rita Cucchiara and
Xian{-}Sheng Hua and
Guo{-}Jun Qi and
Elisa Ricci and
Zhengyou Zhang and
Roger Zimmermann},
title = {Deep Heterogeneous Multi-Task Metric Learning for Visual Recognition
and Retrieval},
booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
Event / Seattle, WA, USA, October 12-16, 2020},
pages = {1837--1845},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394171.3413574},
doi = {10.1145/3394171.3413574},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/Gan00LH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaL0WGL0TS20,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Nannan Wang and
Mingming Gong and
Haifeng Liu and
Gang Niu and
Dacheng Tao and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Part-dependent Label Noise: Towards Instance-dependent Label Noise},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5607fe8879e4fd269e88387e8cb30b7e-Abstract.html},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XiaL0WGL0TS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoL0GD0S20,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jiankang Deng and
Gang Niu and
Masashi Sugiyama},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Dual {T:} Reducing Estimation Error for Transition Matrix in Label-noise
Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/512c5cad6c37edb98ae91c8a76c3a291-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YaoL0GD0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoGLFT20,
author = {Shanshan Zhao and
Mingming Gong and
Tongliang Liu and
Huan Fu and
Dacheng Tao},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Domain Generalization via Entropy Regularization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/b98249b38337c5088bbc660d8f872d6a-Abstract.html},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoGLFT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03772,
author = {Antonin Berthon and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
title = {Confidence Scores Make Instance-dependent Label-noise Learning Possible},
journal = {CoRR},
volume = {abs/2001.03772},
year = {2020},
url = {https://arxiv.org/abs/2001.03772},
eprinttype = {arXiv},
eprint = {2001.03772},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03673,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Gang Niu and
Masashi Sugiyama and
Dacheng Tao},
title = {Towards Mixture Proportion Estimation without Irreducibility},
journal = {CoRR},
volume = {abs/2002.03673},
year = {2020},
url = {https://arxiv.org/abs/2002.03673},
eprinttype = {arXiv},
eprint = {2002.03673},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06508,
author = {Songhua Wu and
Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Nannan Wang and
Haifeng Liu and
Gang Niu},
title = {Multi-Class Classification from Noisy-Similarity-Labeled Data},
journal = {CoRR},
volume = {abs/2002.06508},
year = {2020},
url = {https://arxiv.org/abs/2002.06508},
eprinttype = {arXiv},
eprint = {2002.06508},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09416,
author = {Yuxuan Du and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Dacheng Tao and
Nana Liu},
title = {Quantum noise protects quantum classifiers against adversaries},
journal = {CoRR},
volume = {abs/2003.09416},
year = {2020},
url = {https://arxiv.org/abs/2003.09416},
eprinttype = {arXiv},
eprint = {2003.09416},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03112,
author = {Maoying Qiao and
Tongliang Liu and
Jun Yu and
Wei Bian and
Dacheng Tao},
title = {Repulsive Mixture Models of Exponential Family {PCA} for Clustering},
journal = {CoRR},
volume = {abs/2004.03112},
year = {2020},
url = {https://arxiv.org/abs/2004.03112},
eprinttype = {arXiv},
eprint = {2004.03112},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07805,
author = {Yu Yao and
Tongliang Liu and
Bo Han and
Mingming Gong and
Jiankang Deng and
Gang Niu and
Masashi Sugiyama},
title = {Dual {T:} Reducing Estimation Error for Transition Matrix in Label-noise
Learning},
journal = {CoRR},
volume = {abs/2006.07805},
year = {2020},
url = {https://arxiv.org/abs/2006.07805},
eprinttype = {arXiv},
eprint = {2006.07805},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07831,
author = {Songhua Wu and
Xiaobo Xia and
Tongliang Liu and
Bo Han and
Mingming Gong and
Nannan Wang and
Haifeng Liu and
Gang Niu},
title = {Class2Simi: {A} New Perspective on Learning with Label Noise},
journal = {CoRR},
volume = {abs/2006.07831},
year = {2020},
url = {https://arxiv.org/abs/2006.07831},
eprinttype = {arXiv},
eprint = {2006.07831},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07836,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Nannan Wang and
Mingming Gong and
Haifeng Liu and
Gang Niu and
Dacheng Tao and
Masashi Sugiyama},
title = {Parts-dependent Label Noise: Towards Instance-dependent Label Noise},
journal = {CoRR},
volume = {abs/2006.07836},
year = {2020},
url = {https://arxiv.org/abs/2006.07836},
eprinttype = {arXiv},
eprint = {2006.07836},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01598,
author = {Xinpeng Ding and
Nannan Wang and
Xinbo Gao and
Jie Li and
Xiaoyu Wang and
Tongliang Liu},
title = {Weakly Supervised Temporal Action Localization with Segment-Level
Labels},
journal = {CoRR},
volume = {abs/2007.01598},
year = {2020},
url = {https://arxiv.org/abs/2007.01598},
eprinttype = {arXiv},
eprint = {2007.01598},
timestamp = {Sat, 21 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11921,
author = {Yuxuan Du and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Shan You and
Dacheng Tao},
title = {Quantum differentially private sparse regression learning},
journal = {CoRR},
volume = {abs/2007.11921},
year = {2020},
url = {https://arxiv.org/abs/2007.11921},
eprinttype = {arXiv},
eprint = {2007.11921},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06201,
author = {Heliang Huang and
Yuxuan Du and
Ming Gong and
Youwei Zhao and
Yulin Wu and
Chaoyue Wang and
Shaowei Li and
Futian Liang and
Jin Lin and
Yu Xu and
Rui Yang and
Tongliang Liu and
Min{-}Hsiu Hsieh and
Hui Deng and
Hao Rong and
Cheng{-}Zhi Peng and
Chao{-}Yang Lu and
Yu{-}Ao Chen and
Dacheng Tao and
Xiaobo Zhu and
Jian{-}Wei Pan},
title = {Experimental Quantum Generative Adversarial Networks for Image Generation},
journal = {CoRR},
volume = {abs/2010.06201},
year = {2020},
url = {https://arxiv.org/abs/2010.06201},
eprinttype = {arXiv},
eprint = {2010.06201},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11415,
author = {Ruize Gao and
Feng Liu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama},
title = {Maximum Mean Discrepancy is Aware of Adversarial Attacks},
journal = {CoRR},
volume = {abs/2010.11415},
year = {2020},
url = {https://arxiv.org/abs/2010.11415},
eprinttype = {arXiv},
eprint = {2010.11415},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04406,
author = {Bo Han and
Quanming Yao and
Tongliang Liu and
Gang Niu and
Ivor W. Tsang and
James T. Kwok and
Masashi Sugiyama},
title = {A Survey of Label-noise Representation Learning: Past, Present and
Future},
journal = {CoRR},
volume = {abs/2011.04406},
year = {2020},
url = {https://arxiv.org/abs/2011.04406},
eprinttype = {arXiv},
eprint = {2011.04406},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00932,
author = {Xiaobo Xia and
Tongliang Liu and
Bo Han and
Nannan Wang and
Jiankang Deng and
Jiatong Li and
Yinian Mao},
title = {Extended {T:} Learning with Mixed Closed-set and Open-set Noisy Labels},
journal = {CoRR},
volume = {abs/2012.00932},
year = {2020},
url = {https://arxiv.org/abs/2012.00932},
eprinttype = {arXiv},
eprint = {2012.00932},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-00932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05509,
author = {Guoqing Bao and
Huai Chen and
Tongliang Liu and
Guanzhong Gong and
Yong Yin and
Lisheng Wang and
Xiuying Wang},
title = {{COVID-MTL:} Multitask Learning with Shift3D and Random-weighted Loss
for Automated Diagnosis and Severity Assessment of {COVID-19}},
journal = {CoRR},
volume = {abs/2012.05509},
year = {2020},
url = {https://arxiv.org/abs/2012.05509},
eprinttype = {arXiv},
eprint = {2012.05509},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11854,
author = {Zhaowei Zhu and
Tongliang Liu and
Yang Liu},
title = {A Second-Order Approach to Learning with Instance-Dependent Label
Noise},
journal = {CoRR},
volume = {abs/2012.11854},
year = {2020},
url = {https://arxiv.org/abs/2012.11854},
eprinttype = {arXiv},
eprint = {2012.11854},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenYGLML19,
author = {C. L. Philip Chen and
Xinge You and
Xinbo Gao and
Tongliang Liu and
Fionn Murtagh and
Weifeng Liu},
title = {Advances in data representation and learning for pattern analysis},
journal = {Neurocomputing},
volume = {348},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.08.084},
doi = {10.1016/J.NEUCOM.2018.08.084},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChenYGLML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuanLZTD19,
author = {Naiyang Guan and
Tongliang Liu and
Yangmuzi Zhang and
Dacheng Tao and
Larry S. Davis},
title = {Truncated Cauchy Non-Negative Matrix Factorization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {1},
pages = {246--259},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2017.2777841},
doi = {10.1109/TPAMI.2017.2777841},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GuanLZTD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuoWLT19,
author = {Yong Luo and
Yonggang Wen and
Tongliang Liu and
Dacheng Tao},
title = {Transferring Knowledge Fragments for Learning Distance Metric from
a Heterogeneous Domain},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {4},
pages = {1013--1026},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2824309},
doi = {10.1109/TPAMI.2018.2824309},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LuoWLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DengYLLLT19,
author = {Cheng Deng and
Erkun Yang and
Tongliang Liu and
Jie Li and
Wei Liu and
Dacheng Tao},
title = {Unsupervised Semantic-Preserving Adversarial Hashing for Image Search},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {8},
pages = {4032--4044},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2903661},
doi = {10.1109/TIP.2019.2903661},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/DengYLLLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LeiJLLMN19,
author = {Tao Lei and
Xiaohong Jia and
Tongliang Liu and
Shigang Liu and
Hongying Meng and
Asoke K. Nandi},
title = {Adaptive Morphological Reconstruction for Seeded Image Segmentation},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {11},
pages = {5510--5523},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2920514},
doi = {10.1109/TIP.2019.2920514},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/LeiJLLMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TianLLWT19,
author = {Xinmei Tian and
Ya Li and
Tongliang Liu and
Xinchao Wang and
Dacheng Tao},
title = {Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert
Space},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {6},
pages = {1818--1830},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2873649},
doi = {10.1109/TNNLS.2018.2873649},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TianLLWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GongLYT19,
author = {Chen Gong and
Tongliang Liu and
Jian Yang and
Dacheng Tao},
title = {Large-Margin Label-Calibrated Support Vector Machines for Positive
and Unlabeled Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {11},
pages = {3471--3483},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2019.2892403},
doi = {10.1109/TNNLS.2019.2892403},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GongLYT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangLDLT19,
author = {Erkun Yang and
Tongliang Liu and
Cheng Deng and
Wei Liu and
Dacheng Tao},
title = {DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {2946--2955},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Yang\_DistillHash\_Unsupervised\_Deep\_Hashing\_by\_Distilling\_Data\_Pairs\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00306},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YangLDLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LouDLCLW019,
author = {Yihang Lou and
Ling{-}Yu Duan and
Yong Luo and
Ziqian Chen and
Tongliang Liu and
Shiqi Wang and
Wen Gao},
title = {Towards Digital Retina in Smart Cities: {A} Model Generation, Utilization
and Communication Paradigm},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2019,
Shanghai, China, July 8-12, 2019},
pages = {19--24},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICME.2019.00012},
doi = {10.1109/ICME.2019.00012},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/LouDLCLW019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangRL0019,
author = {Chuang Zhang and
Dexin Ren and
Tongliang Liu and
Jian Yang and
Chen Gong},
editor = {Sarit Kraus},
title = {Positive and Unlabeled Learning with Label Disambiguation},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4250--4256},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/590},
doi = {10.24963/IJCAI.2019/590},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangRL0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/FurushoLI19,
author = {Yasutaka Furusho and
Tongliang Liu and
Kazushi Ikeda},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Skipping Two Layers in ResNet Makes the Generalization Gap Smaller
than Skipping One or No Layer},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {349--358},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_36},
doi = {10.1007/978-3-030-16841-4\_36},
timestamp = {Tue, 21 Mar 2023 21:03:10 +0100},
biburl = {https://dblp.org/rec/conf/inns/FurushoLI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/HeLT19,
author = {Fengxiang He and
Tongliang Liu and
Dacheng Tao},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Control Batch Size and Learning Rate to Generalize Well: Theoretical
and Empirical Evidence},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {1141--1150},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/dc6a70712a252123c40d2adba6a11d84-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HeLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaLW00NS19,
author = {Xiaobo Xia and
Tongliang Liu and
Nannan Wang and
Bo Han and
Chen Gong and
Gang Niu and
Masashi Sugiyama},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Are Anchor Points Really Indispensable in Label-Noise Learning?},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6835--6846},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9308b0d6e5898366a4a986bc33f3d3e7-Abstract.html},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XiaLW00NS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07076,
author = {Yanwu Xu and
Mingming Gong and
Tongliang Liu and
Kayhan Batmanghelich and
Chaohui Wang},
title = {Robust Angular Local Descriptor Learning},
journal = {CoRR},
volume = {abs/1901.07076},
year = {2019},
url = {http://arxiv.org/abs/1901.07076},
eprinttype = {arXiv},
eprint = {1901.07076},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01367,
author = {Fengxiang He and
Tongliang Liu and
Dacheng Tao},
title = {Why ResNet Works? Residuals Generalize},
journal = {CoRR},
volume = {abs/1904.01367},
year = {2019},
url = {http://arxiv.org/abs/1904.01367},
eprinttype = {arXiv},
eprint = {1904.01367},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01612,
author = {Yanwu Xu and
Mingming Gong and
Junxiang Chen and
Tongliang Liu and
Kun Zhang and
Kayhan Batmanghelich},
title = {Generative-Discriminative Complementary Learning},
journal = {CoRR},
volume = {abs/1904.01612},
year = {2019},
url = {http://arxiv.org/abs/1904.01612},
eprinttype = {arXiv},
eprint = {1904.01612},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01747,
author = {Ya Li and
Xinmei Tian and
Tongliang Liu and
Dacheng Tao},
title = {On Better Exploring and Exploiting Task Relationships in Multi-Task
Learning: Joint Model and Feature Learning},
journal = {CoRR},
volume = {abs/1904.01747},
year = {2019},
url = {http://arxiv.org/abs/1904.01747},
eprinttype = {arXiv},
eprint = {1904.01747},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02832,
author = {Chen Gong and
Tongliang Liu and
Yuanyan Tang and
Jian Yang and
Jie Yang and
Dacheng Tao},
title = {A Regularization Approach for Instance-Based Superset Label Learning},
journal = {CoRR},
volume = {abs/1904.02832},
year = {2019},
url = {http://arxiv.org/abs/1904.02832},
eprinttype = {arXiv},
eprint = {1904.02832},
timestamp = {Thu, 19 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03549,
author = {Jie Gui and
Tongliang Liu and
Zhenan Sun and
Dacheng Tao and
Tieniu Tan},
title = {Supervised Discrete Hashing with Relaxation},
journal = {CoRR},
volume = {abs/1904.03549},
year = {2019},
url = {http://arxiv.org/abs/1904.03549},
eprinttype = {arXiv},
eprint = {1904.03549},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03556,
author = {Jie Gui and
Tongliang Liu and
Zhenan Sun and
Dacheng Tao and
Tieniu Tan},
title = {Fast Supervised Discrete Hashing},
journal = {CoRR},
volume = {abs/1904.03556},
year = {2019},
url = {http://arxiv.org/abs/1904.03556},
eprinttype = {arXiv},
eprint = {1904.03556},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03846,
author = {Yong Luo and
Tongliang Liu and
Dacheng Tao and
Chao Xu},
title = {Decomposition-Based Transfer Distance Metric Learning for Image Classification},
journal = {CoRR},
volume = {abs/1904.03846},
year = {2019},
url = {http://arxiv.org/abs/1904.03846},
eprinttype = {arXiv},
eprint = {1904.03846},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03901,
author = {Yong Luo and
Tongliang Liu and
Dacheng Tao and
Chao Xu},
title = {Multi-View Matrix Completion for Multi-Label Image Classification},
journal = {CoRR},
volume = {abs/1904.03901},
year = {2019},
url = {http://arxiv.org/abs/1904.03901},
eprinttype = {arXiv},
eprint = {1904.03901},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03973,
author = {Tao Lei and
Xiaohong Jia and
Tongliang Liu and
Shigang Liu and
Hongying Meng and
Asoke K. Nandi},
title = {Adaptive Morphological Reconstruction for Seeded Image Segmentation},
journal = {CoRR},
volume = {abs/1904.03973},
year = {2019},
url = {http://arxiv.org/abs/1904.03973},
eprinttype = {arXiv},
eprint = {1904.03973},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04061,
author = {Yong Luo and
Yonggang Wen and
Tongliang Liu and
Dacheng Tao},
title = {Transferring Knowledge Fragments for Learning Distance Metric from
{A} Heterogeneous Domain},
journal = {CoRR},
volume = {abs/1904.04061},
year = {2019},
url = {http://arxiv.org/abs/1904.04061},
eprinttype = {arXiv},
eprint = {1904.04061},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06505,
author = {Kede Ma and
Wentao Liu and
Tongliang Liu and
Zhou Wang and
Dacheng Tao},
title = {dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable
Image Pairs},
journal = {CoRR},
volume = {abs/1904.06505},
year = {2019},
url = {http://arxiv.org/abs/1904.06505},
eprinttype = {arXiv},
eprint = {1904.06505},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03465,
author = {Erkun Yang and
Tongliang Liu and
Cheng Deng and
Wei Liu and
Dacheng Tao},
title = {DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs},
journal = {CoRR},
volume = {abs/1905.03465},
year = {2019},
url = {http://arxiv.org/abs/1905.03465},
eprinttype = {arXiv},
eprint = {1905.03465},
timestamp = {Tue, 09 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05929,
author = {Kui Jia and
Shuai Li and
Yuxin Wen and
Tongliang Liu and
Dacheng Tao},
title = {Orthogonal Deep Neural Networks},
journal = {CoRR},
volume = {abs/1905.05929},
year = {2019},
url = {http://arxiv.org/abs/1905.05929},
eprinttype = {arXiv},
eprint = {1905.05929},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00189,
author = {Xiaobo Xia and
Tongliang Liu and
Nannan Wang and
Bo Han and
Chen Gong and
Gang Niu and
Masashi Sugiyama},
title = {Are Anchor Points Really Indispensable in Label-Noise Learning?},
journal = {CoRR},
volume = {abs/1906.00189},
year = {2019},
url = {http://arxiv.org/abs/1906.00189},
eprinttype = {arXiv},
eprint = {1906.00189},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00495,
author = {Naiyang Guan and
Tongliang Liu and
Yangmuzi Zhang and
Dacheng Tao and
Larry S. Davis},
title = {Truncated Cauchy Non-negative Matrix Factorization},
journal = {CoRR},
volume = {abs/1906.00495},
year = {2019},
url = {http://arxiv.org/abs/1906.00495},
eprinttype = {arXiv},
eprint = {1906.00495},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06814,
author = {Yuxuan Du and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Dacheng Tao},
title = {A Quantum-inspired Algorithm for General Minimum Conical Hull Problems},
journal = {CoRR},
volume = {abs/1907.06814},
year = {2019},
url = {http://arxiv.org/abs/1907.06814},
eprinttype = {arXiv},
eprint = {1907.06814},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13368,
author = {Yihang Lou and
Ling{-}Yu Duan and
Yong Luo and
Ziqian Chen and
Tongliang Liu and
Shiqi Wang and
Wen Gao},
title = {Towards Digital Retina in Smart Cities: {A} Model Generation, Utilization
and Communication Paradigm},
journal = {CoRR},
volume = {abs/1907.13368},
year = {2019},
url = {http://arxiv.org/abs/1907.13368},
eprinttype = {arXiv},
eprint = {1907.13368},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08696,
author = {Jingfeng Zhang and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
title = {Where is the Bottleneck of Adversarial Learning with Unlabeled Data?},
journal = {CoRR},
volume = {abs/1911.08696},
year = {2019},
url = {http://arxiv.org/abs/1911.08696},
eprinttype = {arXiv},
eprint = {1911.08696},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12675,
author = {Xu Shen and
Xinmei Tian and
Tongliang Liu and
Fang Xu and
Dacheng Tao},
title = {Continuous Dropout},
journal = {CoRR},
volume = {abs/1911.12675},
year = {2019},
url = {http://arxiv.org/abs/1911.12675},
eprinttype = {arXiv},
eprint = {1911.12675},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07010,
author = {Zhe Chen and
Wanli Ouyang and
Tongliang Liu and
Dacheng Tao},
title = {A Shape Transformation-based Dataset Augmentation Framework for Pedestrian
Detection},
journal = {CoRR},
volume = {abs/1912.07010},
year = {2019},
url = {http://arxiv.org/abs/1912.07010},
eprinttype = {arXiv},
eprint = {1912.07010},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuiLSTT18,
author = {Jie Gui and
Tongliang Liu and
Zhenan Sun and
Dacheng Tao and
Tieniu Tan},
title = {Fast Supervised Discrete Hashing},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {2},
pages = {490--496},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2678475},
doi = {10.1109/TPAMI.2017.2678475},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GuiLSTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GongLTYYT18,
author = {Chen Gong and
Tongliang Liu and
Yuanyan Tang and
Jian Yang and
Jie Yang and
Dacheng Tao},
title = {A Regularization Approach for Instance-Based Superset Label Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {3},
pages = {967--978},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2669639},
doi = {10.1109/TCYB.2017.2669639},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/GongLTYYT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/MaFLWT18,
author = {Kede Ma and
Huan Fu and
Tongliang Liu and
Zhou Wang and
Dacheng Tao},
title = {Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural
Networks},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {10},
pages = {5155--5166},
year = {2018},
url = {https://doi.org/10.1109/TIP.2018.2847421},
doi = {10.1109/TIP.2018.2847421},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/MaFLWT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GuiLSTT18,
author = {Jie Gui and
Tongliang Liu and
Zhenan Sun and
Dacheng Tao and
Tieniu Tan},
title = {Supervised Discrete Hashing With Relaxation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {3},
pages = {608--617},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2016.2636870},
doi = {10.1109/TNNLS.2016.2636870},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GuiLSTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiTLT18,
author = {Ya Li and
Xinmei Tian and
Tongliang Liu and
Dacheng Tao},
title = {On Better Exploring and Exploiting Task Relationships in Multitask
Learning: Joint Model and Feature Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {5},
pages = {1975--1985},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2690683},
doi = {10.1109/TNNLS.2017.2690683},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiTLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangLT18,
author = {Ruxin Wang and
Tongliang Liu and
Dacheng Tao},
title = {Multiclass Learning With Partially Corrupted Labels},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {6},
pages = {2568--2580},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2699783},
doi = {10.1109/TNNLS.2017.2699783},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShenTLXT18,
author = {Xu Shen and
Xinmei Tian and
Tongliang Liu and
Fang Xu and
Dacheng Tao},
title = {Continuous Dropout},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {9},
pages = {3926--3937},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2750679},
doi = {10.1109/TNNLS.2017.2750679},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ShenTLXT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiGTLT18,
author = {Ya Li and
Mingming Gong and
Xinmei Tian and
Tongliang Liu and
Dacheng Tao},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Domain Generalization via Conditional Invariant Representations},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3579--3587},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11682},
doi = {10.1609/AAAI.V32I1.11682},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiGTLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TaoHLLYZ18,
author = {Hong Tao and
Chenping Hou and
Xinwang Liu and
Tongliang Liu and
Dongyun Yi and
Jubo Zhu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Reliable Multi-View Clustering},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {4123--4130},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11621},
doi = {10.1609/AAAI.V32I1.11621},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TaoHLLYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/XuGLBW18,
author = {Yanwu Xu and
Mingming Gong and
Tongliang Liu and
Kayhan Batmanghelich and
Chaohui Wang},
editor = {C. V. Jawahar and
Hongdong Li and
Greg Mori and
Konrad Schindler},
title = {Robust Angular Local Descriptor Learning},
booktitle = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11365},
pages = {420--435},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-20873-8\_27},
doi = {10.1007/978-3-030-20873-8\_27},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/XuGLBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YuLGBT18,
author = {Xiyu Yu and
Tongliang Liu and
Mingming Gong and
Kayhan Batmanghelich and
Dacheng Tao},
title = {An Efficient and Provable Approach for Mixture Proportion Estimation
Using Linear Independence Assumption},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {4480--4489},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Yu\_An\_Efficient\_and\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00471},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YuLGBT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YuLGT18,
author = {Xiyu Yu and
Tongliang Liu and
Mingming Gong and
Dacheng Tao},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Learning with Biased Complementary Labels},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11205},
pages = {69--85},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01246-5\_5},
doi = {10.1007/978-3-030-01246-5\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/YuLGT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YuLGDT18,
author = {Baosheng Yu and
Tongliang Liu and
Mingming Gong and
Changxing Ding and
Dacheng Tao},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Correcting the Triplet Selection Bias for Triplet Loss},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {11210},
pages = {71--86},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01231-1\_5},
doi = {10.1007/978-3-030-01231-1\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/YuLGDT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiTGLLZT18,
author = {Ya Li and
Xinmei Tian and
Mingming Gong and
Yajing Liu and
Tongliang Liu and
Kun Zhang and
Dacheng Tao},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Deep Domain Generalization via Conditional Invariant Adversarial Networks},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XV}},
series = {Lecture Notes in Computer Science},
volume = {11219},
pages = {647--663},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01267-0\_38},
doi = {10.1007/978-3-030-01267-0\_38},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiTGLLZT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangDLLT18,
author = {Erkun Yang and
Cheng Deng and
Tongliang Liu and
Wei Liu and
Dacheng Tao},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Semantic Structure-based Unsupervised Deep Hashing},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {1064--1070},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/148},
doi = {10.24963/IJCAI.2018/148},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YangDLLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DuLLDT18,
author = {Yuxuan Du and
Tongliang Liu and
Yinan Li and
Runyao Duan and
Dacheng Tao},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix
Factorization},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2093--2099},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/289},
doi = {10.24963/IJCAI.2018/289},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DuLLDT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoLWT18,
author = {Yong Luo and
Tongliang Liu and
Yonggang Wen and
Dacheng Tao},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Online Heterogeneous Transfer Metric Learning},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2525--2531},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/350},
doi = {10.24963/IJCAI.2018/350},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuoLWT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03688,
author = {Jingwei Zhang and
Tongliang Liu and
Dacheng Tao},
title = {On the Rates of Convergence from Surrogate Risk Minimizers to the
Bayes Optimal Classifier},
journal = {CoRR},
volume = {abs/1802.03688},
year = {2018},
url = {http://arxiv.org/abs/1802.03688},
eprinttype = {arXiv},
eprint = {1802.03688},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09060,
author = {Jingwei Zhang and
Tongliang Liu and
Dacheng Tao},
title = {An Information-Theoretic View for Deep Learning},
journal = {CoRR},
volume = {abs/1804.09060},
year = {2018},
url = {http://arxiv.org/abs/1804.09060},
eprinttype = {arXiv},
eprint = {1804.09060},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08479,
author = {Ya Li and
Mingming Gong and
Xinmei Tian and
Tongliang Liu and
Dacheng Tao},
title = {Domain Generalization via Conditional Invariant Representation},
journal = {CoRR},
volume = {abs/1807.08479},
year = {2018},
url = {http://arxiv.org/abs/1807.08479},
eprinttype = {arXiv},
eprint = {1807.08479},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02180,
author = {Fengxiang He and
Tongliang Liu and
Geoffrey I. Webb and
Dacheng Tao},
title = {Instance-Dependent {PU} Learning by Bayesian Optimal Relabeling},
journal = {CoRR},
volume = {abs/1808.02180},
year = {2018},
url = {http://arxiv.org/abs/1808.02180},
eprinttype = {arXiv},
eprint = {1808.02180},
timestamp = {Thu, 21 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06056,
author = {Yuxuan Du and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Dacheng Tao},
title = {Implementable Quantum Classifier for Nonlinear Data},
journal = {CoRR},
volume = {abs/1809.06056},
year = {2018},
url = {http://arxiv.org/abs/1809.06056},
eprinttype = {arXiv},
eprint = {1809.06056},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11922,
author = {Yuxuan Du and
Min{-}Hsiu Hsieh and
Tongliang Liu and
Dacheng Tao},
title = {The Expressive Power of Parameterized Quantum Circuits},
journal = {CoRR},
volume = {abs/1810.11922},
year = {2018},
url = {http://arxiv.org/abs/1810.11922},
eprinttype = {arXiv},
eprint = {1810.11922},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03270,
author = {Jingwei Zhang and
Tongliang Liu and
Dacheng Tao},
title = {An Optimal Transport View on Generalization},
journal = {CoRR},
volume = {abs/1811.03270},
year = {2018},
url = {http://arxiv.org/abs/1811.03270},
eprinttype = {arXiv},
eprint = {1811.03270},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuTSM17,
author = {Tongliang Liu and
Dacheng Tao and
Mingli Song and
Stephen J. Maybank},
title = {Algorithm-Dependent Generalization Bounds for Multi-Task Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {2},
pages = {227--241},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2544314},
doi = {10.1109/TPAMI.2016.2544314},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiuTSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZhangDZL17,
author = {Yuxiang Zhang and
Bo Du and
Liangpei Zhang and
Tongliang Liu},
title = {Joint Sparse Representation and Multitask Learning for Hyperspectral
Target Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {2},
pages = {894--906},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2016.2616649},
doi = {10.1109/TGRS.2016.2616649},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ZhangDZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiuSWLT17,
author = {Qingshan Liu and
Yubao Sun and
Cantian Wang and
Tongliang Liu and
Dacheng Tao},
title = {Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised
Classification},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {1},
pages = {452--463},
year = {2017},
url = {https://doi.org/10.1109/TIP.2016.2621671},
doi = {10.1109/TIP.2016.2621671},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LiuSWLT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/MaLLWT17,
author = {Kede Ma and
Wentao Liu and
Tongliang Liu and
Zhou Wang and
Dacheng Tao},
title = {dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable
Image Pairs},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {8},
pages = {3951--3964},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2708503},
doi = {10.1109/TIP.2017.2708503},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/MaLLWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuWLTF17,
author = {Hongfu Liu and
Junjie Wu and
Tongliang Liu and
Dacheng Tao and
Yun Fu},
title = {Spectral Ensemble Clustering via Weighted K-Means: Theoretical and
Practical Evidence},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {5},
pages = {1129--1143},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2650229},
doi = {10.1109/TKDE.2017.2650229},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuWLTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuGT17,
author = {Tongliang Liu and
Mingming Gong and
Dacheng Tao},
title = {Large-Cone Nonnegative Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {9},
pages = {2129--2142},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2574748},
doi = {10.1109/TNNLS.2016.2574748},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuGT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YuLWT17,
author = {Xiyu Yu and
Tongliang Liu and
Xinchao Wang and
Dacheng Tao},
title = {On Compressing Deep Models by Low Rank and Sparse Decomposition},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {67--76},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.15},
doi = {10.1109/CVPR.2017.15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YuLWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLNT17,
author = {Tongliang Liu and
G{\'{a}}bor Lugosi and
Gergely Neu and
Dacheng Tao},
editor = {Doina Precup and
Yee Whye Teh},
title = {Algorithmic Stability and Hypothesis Complexity},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2159--2167},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/liu17c.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuLNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuYT17,
author = {Tongliang Liu and
Qiang Yang and
Dacheng Tao},
editor = {Carles Sierra},
title = {Understanding How Feature Structure Transfers in Transfer Learning},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2365--2371},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/329},
doi = {10.24963/IJCAI.2017/329},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuYT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoWLT17,
author = {Yong Luo and
Yonggang Wen and
Tongliang Liu and
Dacheng Tao},
editor = {Carles Sierra},
title = {General Heterogeneous Transfer Distance Metric Learning via Knowledge
Fragments Transfer},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2450--2456},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/341},
doi = {10.24963/IJCAI.2017/341},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuoWLT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuLNT17,
author = {Tongliang Liu and
G{\'{a}}bor Lugosi and
Gergely Neu and
Dacheng Tao},
title = {Algorithmic stability and hypothesis complexity},
journal = {CoRR},
volume = {abs/1702.08712},
year = {2017},
url = {http://arxiv.org/abs/1702.08712},
eprinttype = {arXiv},
eprint = {1702.08712},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuLNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03768,
author = {Jiacheng Cheng and
Tongliang Liu and
Kotagiri Ramamohanarao and
Dacheng Tao},
title = {Learning with Bounded Instance- and Label-dependent Label Noise},
journal = {CoRR},
volume = {abs/1709.03768},
year = {2017},
url = {http://arxiv.org/abs/1709.03768},
eprinttype = {arXiv},
eprint = {1709.03768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09535,
author = {Xiyu Yu and
Tongliang Liu and
Mingming Gong and
Dacheng Tao},
title = {Learning with Biased Complementary Labels},
journal = {CoRR},
volume = {abs/1711.09535},
year = {2017},
url = {http://arxiv.org/abs/1711.09535},
eprinttype = {arXiv},
eprint = {1711.09535},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/au/Liu16a,
author = {Tongliang Liu},
title = {The complexity of algorithmic hypothesis class},
school = {University of Technology Sydney, Australia},
year = {2016},
url = {https://hdl.handle.net/10453/52375},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/au/Liu16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LiuTX16,
author = {Tongliang Liu and
Dacheng Tao and
Dong Xu},
title = {Dimensionality-Dependent Generalization Bounds for \emph{k}-Dimensional
Coding Schemes},
journal = {Neural Comput.},
volume = {28},
number = {10},
pages = {2213--2249},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00872},
doi = {10.1162/NECO\_A\_00872},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LiuTX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuT16,
author = {Tongliang Liu and
Dacheng Tao},
title = {Classification with Noisy Labels by Importance Reweighting},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {3},
pages = {447--461},
year = {2016},
url = {https://doi.org/10.1109/TPAMI.2015.2456899},
doi = {10.1109/TPAMI.2015.2456899},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiuT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GuiLTST16,
author = {Jie Gui and
Tongliang Liu and
Dacheng Tao and
Zhenan Sun and
Tieniu Tan},
title = {Representative Vector Machines: {A} Unified Framework for Classical
Classifiers},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {8},
pages = {1877--1888},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2457234},
doi = {10.1109/TCYB.2015.2457234},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/GuiLTST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/XuLT016,
author = {Chang Xu and
Tongliang Liu and
Dacheng Tao and
Chao Xu},
title = {Local Rademacher Complexity for Multi-Label Learning},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {3},
pages = {1495--1507},
year = {2016},
url = {https://doi.org/10.1109/TIP.2016.2524207},
doi = {10.1109/TIP.2016.2524207},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/XuLT016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/XiongLTS16,
author = {Hao Xiong and
Tongliang Liu and
Dacheng Tao and
Heng Tao Shen},
title = {Dual Diversified Dynamical Gaussian Process Latent Variable Model
for Video Repairing},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {8},
pages = {3626--3637},
year = {2016},
url = {https://doi.org/10.1109/TIP.2016.2573581},
doi = {10.1109/TIP.2016.2573581},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/XiongLTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiLDT16,
author = {Xiaoyan Li and
Tongliang Liu and
Jiankang Deng and
Dacheng Tao},
title = {Video Face Editing Using Temporal-Spatial-Smooth Warping},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {7},
number = {3},
pages = {32:1--32:28},
year = {2016},
url = {https://doi.org/10.1145/2819000},
doi = {10.1145/2819000},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LiLDT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuT16,
author = {Tongliang Liu and
Dacheng Tao},
title = {On the Performance of Manhattan Nonnegative Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {9},
pages = {1851--1863},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2458986},
doi = {10.1109/TNNLS.2015.2458986},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiongLT16,
author = {Hao Xiong and
Tongliang Liu and
Dacheng Tao},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Diversified Dynamical Gaussian Process Latent Variable Model for Video
Repair},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3641--3647},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10452},
doi = {10.1609/AAAI.V30I1.10452},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiongLT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GongZLTGS16,
author = {Mingming Gong and
Kun Zhang and
Tongliang Liu and
Dacheng Tao and
Clark Glymour and
Bernhard Sch{\"{o}}lkopf},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Domain Adaptation with Conditional Transferable Components},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2839--2848},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/gong16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/GongZLTGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuTX16,
author = {Tongliang Liu and
Dacheng Tao and
Dong Xu},
title = {Dimensionality-Dependent Generalization Bounds for {\textdollar}k{\textdollar}-Dimensional
Coding Schemes},
journal = {CoRR},
volume = {abs/1601.00238},
year = {2016},
url = {http://arxiv.org/abs/1601.00238},
eprinttype = {arXiv},
eprint = {1601.00238},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuTX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSWLT16,
author = {Qingshan Liu and
Yubao Sun and
Cantian Wang and
Tongliang Liu and
Dacheng Tao},
title = {Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised
Classification},
journal = {CoRR},
volume = {abs/1603.01096},
year = {2016},
url = {http://arxiv.org/abs/1603.01096},
eprinttype = {arXiv},
eprint = {1603.01096},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSWLT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaFLWT16,
author = {Kede Ma and
Huan Fu and
Tongliang Liu and
Zhou Wang and
Dacheng Tao},
title = {Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural
Networks},
journal = {CoRR},
volume = {abs/1612.01227},
year = {2016},
url = {http://arxiv.org/abs/1612.01227},
eprinttype = {arXiv},
eprint = {1612.01227},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaFLWT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LuXLJT15,
author = {Yanan Lu and
Fengying Xie and
Tongliang Liu and
Zhiguo Jiang and
Dacheng Tao},
title = {No Reference Quality Assessment for Multiply-Distorted Images Based
on an Improved Bag-of-Words Model},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {10},
pages = {1811--1815},
year = {2015},
url = {https://doi.org/10.1109/LSP.2015.2436908},
doi = {10.1109/LSP.2015.2436908},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/LuXLJT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LuoLTX15,
author = {Yong Luo and
Tongliang Liu and
Dacheng Tao and
Chao Xu},
title = {Multiview Matrix Completion for Multilabel Image Classification},
journal = {{IEEE} Trans. Image Process.},
volume = {24},
number = {8},
pages = {2355--2368},
year = {2015},
url = {https://doi.org/10.1109/TIP.2015.2421309},
doi = {10.1109/TIP.2015.2421309},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LuoLTX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GongLTFT015,
author = {Chen Gong and
Tongliang Liu and
Dacheng Tao and
Keren Fu and
Enmei Tu and
Jie Yang},
title = {Deformed Graph Laplacian for Semisupervised Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {10},
pages = {2261--2274},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2376936},
doi = {10.1109/TNNLS.2014.2376936},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GongLTFT015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiTLT15,
author = {Ya Li and
Xinmei Tian and
Tongliang Liu and
Dacheng Tao},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Multi-Task Model and Feature Joint Learning},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3643--3649},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/512},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiTLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuLWTF15,
author = {Hongfu Liu and
Tongliang Liu and
Junjie Wu and
Dacheng Tao and
Yun Fu},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Spectral Ensemble Clustering},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {715--724},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783287},
doi = {10.1145/2783258.2783287},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuLWTF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LuoLTX14,
author = {Yong Luo and
Tongliang Liu and
Dacheng Tao and
Chao Xu},
title = {Decomposition-Based Transfer Distance Metric Learning for Image Classification},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {9},
pages = {3789--3801},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2332398},
doi = {10.1109/TIP.2014.2332398},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LuoLTX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ShaoLLTHF14,
author = {Ming Shao and
Sheng Li and
Tongliang Liu and
Dacheng Tao and
Thomas S. Huang and
Yun Fu},
title = {Learning relative features through adaptive pooling for image classification},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2014,
Chengdu, China, July 14-18, 2014},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICME.2014.6890269},
doi = {10.1109/ICME.2014.6890269},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/ShaoLLTHF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuLTX14,
author = {Chang Xu and
Tongliang Liu and
Dacheng Tao and
Chao Xu},
title = {Local Rademacher Complexity for Multi-label Learning},
journal = {CoRR},
volume = {abs/1410.6990},
year = {2014},
url = {http://arxiv.org/abs/1410.6990},
eprinttype = {arXiv},
eprint = {1410.6990},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuLTX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuT14b,
author = {Tongliang Liu and
Dacheng Tao},
title = {Classification with Noisy Labels by Importance Reweighting},
journal = {CoRR},
volume = {abs/1411.7718},
year = {2014},
url = {http://arxiv.org/abs/1411.7718},
eprinttype = {arXiv},
eprint = {1411.7718},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuT14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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