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ORCIDBibTeX records: Dongkuan Xu
@inproceedings{DBLP:conf/aaai/ZhangD0PMX24,
author = {Zhengdong Zhang and
Zihan Dong and
Yang Shi and
Thomas W. Price and
Noboru Matsuda and
Dongkuan Xu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Students' Perceptions and Preferences of Generative Artificial Intelligence
Feedback for Programming},
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 = {23250--23258},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i21.30372},
doi = {10.1609/AAAI.V38I21.30372},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangD0PMX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00839,
author = {Xukun Liu and
Zhiyuan Peng and
Xiaoyuan Yi and
Xing Xie and
Lirong Xiang and
Yuchen Liu and
Dongkuan Xu},
title = {ToolNet: Connecting Large Language Models with Massive Tools via Tool
Graph},
journal = {CoRR},
volume = {abs/2403.00839},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00839},
doi = {10.48550/ARXIV.2403.00839},
eprinttype = {arXiv},
eprint = {2403.00839},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04204,
author = {Xinpeng Wang and
Shitong Duan and
Xiaoyuan Yi and
Jing Yao and
Shanlin Zhou and
Zhihua Wei and
Peng Zhang and
Dongkuan Xu and
Maosong Sun and
Xing Xie},
title = {On the Essence and Prospect: An Investigation of Alignment Approaches
for Big Models},
journal = {CoRR},
volume = {abs/2403.04204},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04204},
doi = {10.48550/ARXIV.2403.04204},
eprinttype = {arXiv},
eprint = {2403.04204},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-20047,
author = {Bowen Lei and
Dongkuan Xu and
Ruqi Zhang and
Bani K. Mallick},
title = {Embracing Unknown Step by Step: Towards Reliable Sparse Training in
Real World},
journal = {CoRR},
volume = {abs/2403.20047},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.20047},
doi = {10.48550/ARXIV.2403.20047},
eprinttype = {arXiv},
eprint = {2403.20047},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-20047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iot/TianGZSX23,
author = {Yingjie Tian and
Weizhi Gao and
Qin Zhang and
Pu Sun and
Dongkuan Xu},
title = {Improving long-tailed classification by disentangled variance transfer},
journal = {Internet Things},
volume = {21},
pages = {100687},
year = {2023},
url = {https://doi.org/10.1016/j.iot.2023.100687},
doi = {10.1016/J.IOT.2023.100687},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iot/TianGZSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuoCWXNYZLCC023,
author = {Dongsheng Luo and
Wei Cheng and
Yingheng Wang and
Dongkuan Xu and
Jingchao Ni and
Wenchao Yu and
Xuchao Zhang and
Yanchi Liu and
Yuncong Chen and
Haifeng Chen and
Xiang Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Time Series Contrastive Learning with Information-Aware Augmentations},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4534--4542},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25575},
doi = {10.1609/AAAI.V37I4.25575},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LuoCWXNYZLCC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XieL0JXZS23,
author = {Yiqun Xie and
Zhili Li and
Han Bao and
Xiaowei Jia and
Dongkuan Xu and
Xun Zhou and
Sergii Skakun},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition
and Cloud Masking Using Spatio-Temporal Dynamics},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {14575--14583},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i12.26704},
doi = {10.1609/AAAI.V37I12.26704},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XieL0JXZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangCXCCCF23,
author = {Qin Zhang and
Shangsi Chen and
Dongkuan Xu and
Qingqing Cao and
Xiaojun Chen and
Trevor Cohn and
Meng Fang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {A Survey for Efficient Open Domain Question Answering},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14447--14465},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.808},
doi = {10.18653/V1/2023.ACL-LONG.808},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangCXCCCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiangZLXZ23,
author = {Yue Xiang and
Dongyao Zhu and
Bowen Lei and
Dongkuan Xu and
Ruqi Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient Informed Proposals for Discrete Distributions via Newton's
Series Approximation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7288--7310},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xiang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiangZLXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bea/LiuDBSCXG23,
author = {Chengyuan Liu and
Divyang Doshi and
Muskaan Bhargava and
Ruixuan Shang and
Jialin Cui and
Dongkuan Xu and
Edward F. Gehringer},
editor = {Ekaterina Kochmar and
Jill Burstein and
Andrea Horbach and
Ronja Laarmann{-}Quante and
Nitin Madnani and
Ana{\"{\i}}s Tack and
Victoria Yaneva and
Zheng Yuan and
Torsten Zesch},
title = {Labels are not necessary: Assessing peer-review helpfulness using
domain adaptation based on self-training},
booktitle = {Proceedings of the 18th Workshop on Innovative Use of {NLP} for Building
Educational Applications, BEA@ACL 2023, Toronto, Canada, 13 July 2023},
pages = {173--183},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.bea-1.15},
doi = {10.18653/V1/2023.BEA-1.15},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bea/LiuDBSCXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/LiML0X23,
author = {Shuya Li and
Hao Mei and
Jianwei Li and
Hua Wei and
Dongkuan Xu},
title = {Toward Efficient Traffic Signal Control: Smaller Network Can Do More},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {8069--8074},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10383879},
doi = {10.1109/CDC49753.2023.10383879},
timestamp = {Mon, 29 Jan 2024 17:30:32 +0100},
biburl = {https://dblp.org/rec/conf/cdc/LiML0X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TangWK0LDWLX23,
author = {Shengkun Tang and
Yaqing Wang and
Zhenglun Kong and
Tianchi Zhang and
Yao Li and
Caiwen Ding and
Yanzhi Wang and
Yi Liang and
Dongkuan Xu},
title = {You Need Multiple Exiting: Dynamic Early Exiting for Accelerating
Unified Vision Language Model},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {10781--10791},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01038},
doi = {10.1109/CVPR52729.2023.01038},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TangWK0LDWLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZLMPZDLX23,
author = {Lei Zhang and
Jie Zhang and
Bowen Lei and
Subhabrata Mukherjee and
Xiang Pan and
Bo Zhao and
Caiwen Ding and
Yao Li and
Dongkuan Xu},
title = {Accelerating Dataset Distillation via Model Augmentation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {11950--11959},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01150},
doi = {10.1109/CVPR52729.2023.01150},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangZLMPZDLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/HuangFMLXLSXWD23,
author = {Shaoyi Huang and
Haowen Fang and
Kaleel Mahmood and
Bowen Lei and
Nuo Xu and
Bin Lei and
Yue Sun and
Dongkuan Xu and
Wujie Wen and
Caiwen Ding},
title = {Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247810},
doi = {10.1109/DAC56929.2023.10247810},
timestamp = {Sun, 24 Sep 2023 13:31:06 +0200},
biburl = {https://dblp.org/rec/conf/dac/HuangFMLXLSXWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/HuangLXPSXD23,
author = {Shaoyi Huang and
Bowen Lei and
Dongkuan Xu and
Hongwu Peng and
Yue Sun and
Mimi Xie and
Caiwen Ding},
title = {Dynamic Sparse Training via Balancing the Exploration-Exploitation
Trade-off},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247716},
doi = {10.1109/DAC56929.2023.10247716},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/HuangLXPSXD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XuLSHLYPLYX23,
author = {Binfeng Xu and
Xukun Liu and
Hua Shen and
Zeyu Han and
Yuhan Li and
Murong Yue and
Zhiyuan Peng and
Yuchen Liu and
Ziyu Yao and
Dongkuan Xu},
editor = {Yansong Feng and
Els Lefever},
title = {Gentopia.AI: {A} Collaborative Platform for Tool-Augmented LLMs},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023 - System Demonstrations, Singapore,
December 6-10, 2023},
pages = {237--245},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-demo.20},
doi = {10.18653/V1/2023.EMNLP-DEMO.20},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XuLSHLYPLYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiLCX23,
author = {Jianwei Li and
Qi Lei and
Wei Cheng and
Dongkuan Xu},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy
for Language Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1229--1247},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.79},
doi = {10.18653/V1/2023.EMNLP-MAIN.79},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiLCX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiGLX23,
author = {Jianwei Li and
Weizhi Gao and
Qi Lei and
Dongkuan Xu},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Breaking through Deterministic Barriers: Randomized Pruning Mask Generation
and Selection},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {11407--11423},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.763},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.763},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiGLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/LiuCXYZ23,
author = {Yuchen Liu and
Mingzhe Chen and
Dongkuan Xu and
Zhaohui Yang and
Shangqing Zhao},
title = {E-App: Adaptive mmWave Access Point Planning with Environmental Awareness
in Wireless LANs},
booktitle = {32nd International Conference on Computer Communications and Networks,
{ICCCN} 2023, Honolulu, HI, USA, July 24-27, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCCN58024.2023.10230133},
doi = {10.1109/ICCCN58024.2023.10230133},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccn/LiuCXYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhuFLXXZZ23,
author = {Dongyao Zhu and
Yanbo Fang and
Bowen Lei and
Yiqun Xie and
Dongkuan Xu and
Jie Zhang and
Ruqi Zhang},
title = {Rethinking Data Distillation: Do Not Overlook Calibration},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {4912--4922},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00455},
doi = {10.1109/ICCV51070.2023.00455},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhuFLXXZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeiZXM23,
author = {Bowen Lei and
Ruqi Zhang and
Dongkuan Xu and
Bani K. Mallick},
title = {Calibrating the Rigged Lottery: Making All Tickets Reliable},
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=KdwnGErdT6},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeiZXM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuLX023,
author = {Longfeng Wu and
Bowen Lei and
Dongkuan Xu and
Dawei Zhou},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Towards Reliable Rare Category Analysis on Graphs via Individual Calibration},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2629--2638},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599525},
doi = {10.1145/3580305.3599525},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuLX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangXJMWXLJW23,
author = {Chuxu Zhang and
Dongkuan Xu and
Mojan Javaheripi and
Subhabrata Mukherjee and
Lingfei Wu and
Yinglong Xia and
Jundong Li and
Meng Jiang and
Yanzhi Wang},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {RelKD 2023: International Workshop on Resource-Efficient Learning
for Knowledge Discovery},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5901--5902},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599228},
doi = {10.1145/3580305.3599228},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangXJMWXLJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangYCCLXM23,
author = {Jiaqi Wang and
Xingyi Yang and
Suhan Cui and
Liwei Che and
Lingjuan Lyu and
Dongkuan Xu and
Fenglong Ma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Personalized Federated Learning via Heterogeneous Model Reassembly},
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/5e2217482fa75556f1970be809acd3f8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangYCCLXM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03573,
author = {Bowen Lei and
Dongkuan Xu and
Ruqi Zhang and
Shuren He and
Bani K. Mallick},
title = {Balance is Essence: Accelerating Sparse Training via Adaptive Gradient
Correction},
journal = {CoRR},
volume = {abs/2301.03573},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03573},
doi = {10.48550/ARXIV.2301.03573},
eprinttype = {arXiv},
eprint = {2301.03573},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09369,
author = {Bowen Lei and
Ruqi Zhang and
Dongkuan Xu and
Bani K. Mallick},
title = {Calibrating the Rigged Lottery: Making All Tickets Reliable},
journal = {CoRR},
volume = {abs/2302.09369},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09369},
doi = {10.48550/ARXIV.2302.09369},
eprinttype = {arXiv},
eprint = {2302.09369},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13929,
author = {Yue Xiang and
Dongyao Zhu and
Bowen Lei and
Dongkuan Xu and
Ruqi Zhang},
title = {Efficient Informed Proposals for Discrete Distributions via Newton's
Series Approximation},
journal = {CoRR},
volume = {abs/2302.13929},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13929},
doi = {10.48550/ARXIV.2302.13929},
eprinttype = {arXiv},
eprint = {2302.13929},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11911,
author = {Dongsheng Luo and
Wei Cheng and
Yingheng Wang and
Dongkuan Xu and
Jingchao Ni and
Wenchao Yu and
Xuchao Zhang and
Yanchi Liu and
Yuncong Chen and
Haifeng Chen and
Xiang Zhang},
title = {Time Series Contrastive Learning with Information-Aware Augmentations},
journal = {CoRR},
volume = {abs/2303.11911},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11911},
doi = {10.48550/ARXIV.2303.11911},
eprinttype = {arXiv},
eprint = {2303.11911},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12214,
author = {Shaoyi Huang and
Haowen Fang and
Kaleel Mahmood and
Bowen Lei and
Nuo Xu and
Bin Lei and
Yue Sun and
Dongkuan Xu and
Wujie Wen and
Caiwen Ding},
title = {Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration},
journal = {CoRR},
volume = {abs/2304.12214},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12214},
doi = {10.48550/ARXIV.2304.12214},
eprinttype = {arXiv},
eprint = {2304.12214},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18323,
author = {Binfeng Xu and
Zhiyuan Peng and
Bowen Lei and
Subhabrata Mukherjee and
Yuchen Liu and
Dongkuan Xu},
title = {ReWOO: Decoupling Reasoning from Observations for Efficient Augmented
Language Models},
journal = {CoRR},
volume = {abs/2305.18323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18323},
doi = {10.48550/ARXIV.2305.18323},
eprinttype = {arXiv},
eprint = {2305.18323},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00293,
author = {Ziqing Wang and
Qidong Zhao and
Jinku Cui and
Xu Liu and
Dongkuan Xu},
title = {AutoST: Training-free Neural Architecture Search for Spiking Transformers},
journal = {CoRR},
volume = {abs/2307.00293},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00293},
doi = {10.48550/ARXIV.2307.00293},
eprinttype = {arXiv},
eprint = {2307.00293},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09858,
author = {Longfeng Wu and
Bowen Lei and
Dongkuan Xu and
Dawei Zhou},
title = {Towards Reliable Rare Category Analysis on Graphs via Individual Calibration},
journal = {CoRR},
volume = {abs/2307.09858},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09858},
doi = {10.48550/ARXIV.2307.09858},
eprinttype = {arXiv},
eprint = {2307.09858},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12463,
author = {Dongyao Zhu and
Bowen Lei and
Jie Zhang and
Yanbo Fang and
Ruqi Zhang and
Yiqun Xie and
Dongkuan Xu},
title = {Rethinking Data Distillation: Do Not Overlook Calibration},
journal = {CoRR},
volume = {abs/2307.12463},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12463},
doi = {10.48550/ARXIV.2307.12463},
eprinttype = {arXiv},
eprint = {2307.12463},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04030,
author = {Binfeng Xu and
Xukun Liu and
Hua Shen and
Zeyu Han and
Yuhan Li and
Murong Yue and
Zhiyuan Peng and
Yuchen Liu and
Ziyu Yao and
Dongkuan Xu},
title = {Gentopia: {A} Collaborative Platform for Tool-Augmented LLMs},
journal = {CoRR},
volume = {abs/2308.04030},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04030},
doi = {10.48550/ARXIV.2308.04030},
eprinttype = {arXiv},
eprint = {2308.04030},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08643,
author = {Jiaqi Wang and
Xingyi Yang and
Suhan Cui and
Liwei Che and
Lingjuan Lyu and
Dongkuan Xu and
Fenglong Ma},
title = {Towards Personalized Federated Learning via Heterogeneous Model Reassembly},
journal = {CoRR},
volume = {abs/2308.08643},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08643},
doi = {10.48550/ARXIV.2308.08643},
eprinttype = {arXiv},
eprint = {2308.08643},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17074,
author = {Shengkun Tang and
Yaqing Wang and
Caiwen Ding and
Yi Liang and
Yao Li and
Dongkuan Xu},
title = {DeeDiff: Dynamic Uncertainty-Aware Early Exiting for Accelerating
Diffusion Model Generation},
journal = {CoRR},
volume = {abs/2309.17074},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17074},
doi = {10.48550/ARXIV.2309.17074},
eprinttype = {arXiv},
eprint = {2309.17074},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13183,
author = {Jianwei Li and
Weizhi Gao and
Qi Lei and
Dongkuan Xu},
title = {Breaking through Deterministic Barriers: Randomized Pruning Mask Generation
and Selection},
journal = {CoRR},
volume = {abs/2310.13183},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13183},
doi = {10.48550/ARXIV.2310.13183},
eprinttype = {arXiv},
eprint = {2310.13183},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13191,
author = {Jianwei Li and
Qi Lei and
Wei Cheng and
Dongkuan Xu},
title = {Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy
for Language Models},
journal = {CoRR},
volume = {abs/2310.13191},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13191},
doi = {10.48550/ARXIV.2310.13191},
eprinttype = {arXiv},
eprint = {2310.13191},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05725,
author = {Jianwei Li and
Tianchi Zhang and
Ian En{-}Hsu Yen and
Dongkuan Xu},
title = {{FP8-BERT:} Post-Training Quantization for Transformer},
journal = {CoRR},
volume = {abs/2312.05725},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05725},
doi = {10.48550/ARXIV.2312.05725},
eprinttype = {arXiv},
eprint = {2312.05725},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11567,
author = {Zhengdong Zhang and
Zihan Dong and
Yang Shi and
Noboru Matsuda and
Thomas W. Price and
Dongkuan Xu},
title = {Students' Perceptions and Preferences of Generative Artificial Intelligence
Feedback for Programming},
journal = {CoRR},
volume = {abs/2312.11567},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11567},
doi = {10.48550/ARXIV.2312.11567},
eprinttype = {arXiv},
eprint = {2312.11567},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangXYWCLCXRLD22,
author = {Shaoyi Huang and
Dongkuan Xu and
Ian En{-}Hsu Yen and
Yijue Wang and
Sung{-}En Chang and
Bingbing Li and
Shiyang Chen and
Mimi Xie and
Sanguthevar Rajasekaran and
Hang Liu and
Caiwen Ding},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune
Paradigm},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {190--200},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.16},
doi = {10.18653/V1/2022.ACL-LONG.16},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangXYWCLCXRLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/HuangLLPLXXD22,
author = {Shaoyi Huang and
Ning Liu and
Yueying Liang and
Hongwu Peng and
Hongjia Li and
Dongkuan Xu and
Mimi Xie and
Caiwen Ding},
title = {An Automatic and Efficient {BERT} Pruning for Edge {AI} Systems},
booktitle = {23rd International Symposium on Quality Electronic Design, {ISQED}
2022, Santa Clara, CA, USA, April 6-7, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISQED54688.2022.9806197},
doi = {10.1109/ISQED54688.2022.9806197},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/HuangLLPLXXD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuMLDWZAG22,
author = {Dongkuan Xu and
Subhabrata Mukherjee and
Xiaodong Liu and
Debadeepta Dey and
Wenhui Wang and
Xiang Zhang and
Ahmed Hassan Awadallah and
Jianfeng Gao},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Few-shot Task-agnostic Neural Architecture Search for Distilling Large
Language 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/b7c12689a89e98a61bcaa65285a41b7c-Abstract-Conference.html},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuMLDWZAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12507,
author = {Dongkuan Xu and
Subhabrata Mukherjee and
Xiaodong Liu and
Debadeepta Dey and
Wenhui Wang and
Xiang Zhang and
Ahmed Hassan Awadallah and
Jianfeng Gao},
title = {AutoDistil: Few-shot Task-agnostic Neural Architecture Search for
Distilling Large Language Models},
journal = {CoRR},
volume = {abs/2201.12507},
year = {2022},
url = {https://arxiv.org/abs/2201.12507},
eprinttype = {arXiv},
eprint = {2201.12507},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10461,
author = {Shaoyi Huang and
Ning Liu and
Yueying Liang and
Hongwu Peng and
Hongjia Li and
Dongkuan Xu and
Mimi Xie and
Caiwen Ding},
title = {An Automatic and Efficient {BERT} Pruning for Edge {AI} Systems},
journal = {CoRR},
volume = {abs/2206.10461},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10461},
doi = {10.48550/ARXIV.2206.10461},
eprinttype = {arXiv},
eprint = {2206.10461},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08006,
author = {Ian En{-}Hsu Yen and
Zhibin Xiao and
Dongkuan Xu},
title = {{S4:} a High-sparsity, High-performance {AI} Accelerator},
journal = {CoRR},
volume = {abs/2207.08006},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08006},
doi = {10.48550/ARXIV.2207.08006},
eprinttype = {arXiv},
eprint = {2207.08006},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07886,
author = {Qin Zhang and
Shangsi Chen and
Dongkuan Xu and
Qingqing Cao and
Xiaojun Chen and
Trevor Cohn and
Meng Fang},
title = {A Survey for Efficient Open Domain Question Answering},
journal = {CoRR},
volume = {abs/2211.07886},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07886},
doi = {10.48550/ARXIV.2211.07886},
eprinttype = {arXiv},
eprint = {2211.07886},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11152,
author = {Shengkun Tang and
Yaqing Wang and
Zhenglun Kong and
Tianchi Zhang and
Yao Li and
Caiwen Ding and
Yanzhi Wang and
Yi Liang and
Dongkuan Xu},
title = {You Need Multiple Exiting: Dynamic Early Exiting for Accelerating
Unified Vision Language Model},
journal = {CoRR},
volume = {abs/2211.11152},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11152},
doi = {10.48550/ARXIV.2211.11152},
eprinttype = {arXiv},
eprint = {2211.11152},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16667,
author = {Shaoyi Huang and
Bowen Lei and
Dongkuan Xu and
Hongwu Peng and
Yue Sun and
Mimi Xie and
Caiwen Ding},
title = {Dynamic Sparse Training via Balancing the Exploration-Exploitation
Trade-off},
journal = {CoRR},
volume = {abs/2211.16667},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16667},
doi = {10.48550/ARXIV.2211.16667},
eprinttype = {arXiv},
eprint = {2211.16667},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06152,
author = {Lei Zhang and
Jie Zhang and
Bowen Lei and
Subhabrata Mukherjee and
Xiang Pan and
Bo Zhao and
Caiwen Ding and
Yao Li and
Dongkuan Xu},
title = {Accelerating Dataset Distillation via Model Augmentation},
journal = {CoRR},
volume = {abs/2212.06152},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06152},
doi = {10.48550/ARXIV.2212.06152},
eprinttype = {arXiv},
eprint = {2212.06152},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001XLL21,
author = {Hua Wei and
Dongkuan Xu and
Junjie Liang and
Zhenhui Li},
title = {How Do We Move: Modeling Human Movement with System Dynamics},
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 = {4445--4452},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16571},
doi = {10.1609/AAAI.V35I5.16571},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001XLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLCWCZ21,
author = {Dongkuan Xu and
Junjie Liang and
Wei Cheng and
Hua Wei and
Haifeng Chen and
Xiang Zhang},
title = {Transformer-Style Relational Reasoning with Dynamic Memory Updating
for Temporal Network Modeling},
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 = {4546--4554},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16583},
doi = {10.1609/AAAI.V35I5.16583},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XuLCWCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiangWXH21,
author = {Junjie Liang and
Yanting Wu and
Dongkuan Xu and
Vasant G. Honavar},
title = {Longitudinal Deep Kernel Gaussian Process Regression},
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 = {8556--8564},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17038},
doi = {10.1609/AAAI.V35I10.17038},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiangWXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuC0ZYNSZCZ21,
author = {Dongkuan Xu and
Wei Cheng and
Xin Dong and
Bo Zong and
Wenchao Yu and
Jingchao Ni and
Dongjin Song and
Xuchao Zhang and
Haifeng Chen and
Xiang Zhang},
title = {Multi-Task Recurrent Modular Networks},
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 = {10496--10504},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17256},
doi = {10.1609/AAAI.V35I12.17256},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuC0ZYNSZCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0010ZFXM20,
author = {Xin Dong and
Yaxin Zhu and
Zuohui Fu and
Dongkuan Xu and
Gerard de Melo},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Data Augmentation with Adversarial Training for Cross-Lingual {NLI}},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5158--5167},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.401},
doi = {10.18653/V1/2021.ACL-LONG.401},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/0010ZFXM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/XuYZX21,
author = {Dongkuan Xu and
Ian En{-}Hsu Yen and
Jinxi Zhao and
Zhibin Xiao},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Rethinking Network Pruning - under the Pre-train and Fine-tune Paradigm},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {2376--2382},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.188},
doi = {10.18653/V1/2021.NAACL-MAIN.188},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/XuYZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuCLCZ21,
author = {Dongkuan Xu and
Wei Cheng and
Dongsheng Luo and
Haifeng Chen and
Xiang Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {InfoGCL: Information-Aware Graph Contrastive Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {30414--30425},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ff1e68e74c6b16a1a7b5d958b95e120c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuCLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuCNLNSZCZ21,
author = {Dongkuan Xu and
Wei Cheng and
Jingchao Ni and
Dongsheng Luo and
Masanao Natsumeda and
Dongjin Song and
Bo Zong and
Haifeng Chen and
Xiang Zhang},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly
Precursor Detection},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {91--99},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.11},
doi = {10.1137/1.9781611976700.11},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuCNLNSZCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08682,
author = {Dongkuan Xu and
Ian En{-}Hsu Yen and
Jinxi Zhao and
Zhibin Xiao},
title = {Rethinking Network Pruning - under the Pre-train and Fine-tune Paradigm},
journal = {CoRR},
volume = {abs/2104.08682},
year = {2021},
url = {https://arxiv.org/abs/2104.08682},
eprinttype = {arXiv},
eprint = {2104.08682},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08190,
author = {Shaoyi Huang and
Dongkuan Xu and
Ian En{-}Hsu Yen and
Sung{-}En Chang and
Bingbing Li and
Shiyang Chen and
Mimi Xie and
Hang Liu and
Caiwen Ding},
title = {Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune
Paradigm},
journal = {CoRR},
volume = {abs/2110.08190},
year = {2021},
url = {https://arxiv.org/abs/2110.08190},
eprinttype = {arXiv},
eprint = {2110.08190},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15438,
author = {Dongkuan Xu and
Wei Cheng and
Dongsheng Luo and
Haifeng Chen and
Xiang Zhang},
title = {InfoGCL: Information-Aware Graph Contrastive Learning},
journal = {CoRR},
volume = {abs/2110.15438},
year = {2021},
url = {https://arxiv.org/abs/2110.15438},
eprinttype = {arXiv},
eprint = {2110.15438},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuCZSNYLC020,
author = {Dongkuan Xu and
Wei Cheng and
Bo Zong and
Dongjin Song and
Jingchao Ni and
Wenchao Yu and
Yanchi Liu and
Haifeng Chen and
Xiang Zhang},
title = {Tensorized {LSTM} with Adaptive Shared Memory for Learning Trends
in Multivariate Time Series},
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 = {1395--1402},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i02.5496},
doi = {10.1609/AAAI.V34I02.5496},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuCZSNYLC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiangXSH20,
author = {Junjie Liang and
Dongkuan Xu and
Yiwei Sun and
Vasant G. Honavar},
title = {{LMLFM:} Longitudinal Multi-Level Factorization Machine},
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 = {4811--4818},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5916},
doi = {10.1609/AAAI.V34I04.5916},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiangXSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoCXYZC020,
author = {Dongsheng Luo and
Wei Cheng and
Dongkuan Xu and
Wenchao Yu and
Bo Zong and
Haifeng Chen and
Xiang Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Parameterized Explainer for Graph Neural Network},
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/e37b08dd3015330dcbb5d6663667b8b8-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoCXYZC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DongZZFXYM20,
author = {Xin Dong and
Yaxin Zhu and
Yupeng Zhang and
Zuohui Fu and
Dongkuan Xu and
Sen Yang and
Gerard de Melo},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Leveraging Adversarial Training in Self-Learning for Cross-Lingual
Text Classification},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1541--1544},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401209},
doi = {10.1145/3397271.3401209},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DongZZFXYM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11770,
author = {Junjie Liang and
Yanting Wu and
Dongkuan Xu and
Vasant G. Honavar},
title = {Longitudinal Deep Kernel Gaussian Process Regression},
journal = {CoRR},
volume = {abs/2005.11770},
year = {2020},
url = {https://arxiv.org/abs/2005.11770},
eprinttype = {arXiv},
eprint = {2005.11770},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15072,
author = {Xin Dong and
Yaxin Zhu and
Yupeng Zhang and
Zuohui Fu and
Dongkuan Xu and
Sen Yang and
Gerard de Melo},
title = {Leveraging Adversarial Training in Self-Learning for Cross-Lingual
Text Classification},
journal = {CoRR},
volume = {abs/2007.15072},
year = {2020},
url = {https://arxiv.org/abs/2007.15072},
eprinttype = {arXiv},
eprint = {2007.15072},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04573,
author = {Dongsheng Luo and
Wei Cheng and
Dongkuan Xu and
Wenchao Yu and
Bo Zong and
Haifeng Chen and
Xiang Zhang},
title = {Parameterized Explainer for Graph Neural Network},
journal = {CoRR},
volume = {abs/2011.04573},
year = {2020},
url = {https://arxiv.org/abs/2011.04573},
eprinttype = {arXiv},
eprint = {2011.04573},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuCLGLNZC019,
author = {Dongkuan Xu and
Wei Cheng and
Dongsheng Luo and
Yameng Gu and
Xiao Liu and
Jingchao Ni and
Bo Zong and
Haifeng Chen and
Xiang Zhang},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Adaptive Neural Network for Node Classification in Dynamic Networks},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1402--1407},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00181},
doi = {10.1109/ICDM.2019.00181},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuCLGLNZC019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuCLL019,
author = {Dongkuan Xu and
Wei Cheng and
Dongsheng Luo and
Xiao Liu and
Xiang Zhang},
editor = {Sarit Kraus},
title = {Spatio-Temporal Attentive {RNN} for Node Classification in Temporal
Attributed Graphs},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3947--3953},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/548},
doi = {10.24963/IJCAI.2019/548},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuCLL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuCZNSYCCZ19,
author = {Dongkuan Xu and
Wei Cheng and
Bo Zong and
Jingchao Ni and
Dongjin Song and
Wenchao Yu and
Yuncong Chen and
Haifeng Chen and
Xiang Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Co-Clustering},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {414--422},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.47},
doi = {10.1137/1.9781611975673.47},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuCZNSYCCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04062,
author = {Junjie Liang and
Dongkuan Xu and
Yiwei Sun and
Vasant G. Honavar},
title = {{LMLFM:} Longitudinal Multi-Level Factorization Machine},
journal = {CoRR},
volume = {abs/1911.04062},
year = {2019},
url = {http://arxiv.org/abs/1911.04062},
eprinttype = {arXiv},
eprint = {1911.04062},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NiCLCCX018,
author = {Jingchao Ni and
Shiyu Chang and
Xiao Liu and
Wei Cheng and
Haifeng Chen and
Dongkuan Xu and
Xiang Zhang},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Co-Regularized Deep Multi-Network Embedding},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {469--478},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186113},
doi = {10.1145/3178876.3186113},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/NiCLCCX018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/XuWLTZW17,
author = {Dongkuan Xu and
Jia Wu and
Dewei Li and
Yingjie Tian and
Xingquan Zhu and
Xindong Wu},
title = {{SALE:} Self-adaptive {LSH} encoding for multi-instance learning},
journal = {Pattern Recognit.},
volume = {71},
pages = {460--482},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.04.029},
doi = {10.1016/J.PATCOG.2017.04.029},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/XuWLTZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiXTT17,
author = {Dewei Li and
Dongkuan Xu and
Jingjing Tang and
Yingjie Tian},
title = {Metric learning for multi-instance classification with collapsed bags},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {372--379},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965878},
doi = {10.1109/IJCNN.2017.7965878},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LiXTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuWZT16,
author = {Dongkuan Xu and
Jia Wu and
Wei Zhang and
Yingjie Tian},
title = {{PIGMIL:} Positive Instance Detection via Graph Updating for Multiple
Instance Learning},
journal = {CoRR},
volume = {abs/1612.03550},
year = {2016},
url = {http://arxiv.org/abs/1612.03550},
eprinttype = {arXiv},
eprint = {1612.03550},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuWZT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/XuZCXZ14,
author = {Dongkuan Xu and
Yi Zhang and
Cheng Cheng and
Wei Xu and
Likuan Zhang},
title = {A Neural Network-Based Ensemble Prediction Using {PMRS} and {ECM}},
booktitle = {47th Hawaii International Conference on System Sciences, {HICSS} 2014,
Waikoloa, HI, USA, January 6-9, 2014},
pages = {1335--1343},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/HICSS.2014.172},
doi = {10.1109/HICSS.2014.172},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/XuZCXZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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