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ORCIDBibTeX records: Zhenghua Xu
@article{DBLP:journals/cbm/XuTQYLZL24,
author = {Zhenghua Xu and
Jiaqi Tang and
Chang Qi and
Dan Yao and
Caihua Liu and
Yuefu Zhan and
Thomas Lukasiewicz},
title = {Cross-domain attention-guided generative data augmentation for medical
image analysis with limited data},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107744},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2023.107744},
doi = {10.1016/J.COMPBIOMED.2023.107744},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/XuTQYLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/XuWXLYZLG24,
author = {Zhenghua Xu and
Shengxin Wang and
Gang Xu and
Yunxin Liu and
Miao Yu and
Hongwei Zhang and
Thomas Lukasiewicz and
Junhua Gu},
title = {Automatic data augmentation for medical image segmentation using Adaptive
Sequence-length based Deep Reinforcement Learning},
journal = {Comput. Biol. Medicine},
volume = {169},
pages = {107877},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2023.107877},
doi = {10.1016/J.COMPBIOMED.2023.107877},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/XuWXLYZLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhangZSLX24,
author = {Jiaojiao Zhang and
Shuo Zhang and
Xiaoqian Shen and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial
Networks for Self-Supervised Medical Image Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {1},
pages = {76--95},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3290356},
doi = {10.1109/TMI.2023.3290356},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/ZhangZSLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/XuYZCGLL24,
author = {Zhenghua Xu and
Zhoutao Yu and
Hexiang Zhang and
Junyang Chen and
Junhua Gu and
Thomas Lukasiewicz and
Victor C. M. Leung},
title = {PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional
Networks With Parallel Hybrid Activated Convolution and Input Attention},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {11},
number = {1},
pages = {427--438},
year = {2024},
url = {https://doi.org/10.1109/TNSE.2023.3300744},
doi = {10.1109/TNSE.2023.3300744},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnse/XuYZCGLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/XuTLWYGCLL24,
author = {Zhenghua Xu and
Biao Tian and
Shijie Liu and
Xiangtao Wang and
Di Yuan and
Junhua Gu and
Junyang Chen and
Thomas Lukasiewicz and
Victor C. M. Leung},
title = {Collaborative Attention Guided Multi-Scale Feature Fusion Network
for Medical Image Segmentation},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {11},
number = {2},
pages = {1857--1871},
year = {2024},
url = {https://doi.org/10.1109/TNSE.2023.3332810},
doi = {10.1109/TNSE.2023.3332810},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnse/XuTLWYGCLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/YuanLXZCL23,
author = {Di Yuan and
Yunxin Liu and
Zhenghua Xu and
Yuefu Zhan and
Junyang Chen and
Thomas Lukasiewicz},
title = {Painless and accurate medical image analysis using deep reinforcement
learning with task-oriented homogenized automatic pre-processing},
journal = {Comput. Biol. Medicine},
volume = {153},
pages = {106487},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2022.106487},
doi = {10.1016/J.COMPBIOMED.2022.106487},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/YuanLXZCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/YuanXTWZL23,
author = {Di Yuan and
Zhenghua Xu and
Biao Tian and
Hening Wang and
Yuefu Zhan and
Thomas Lukasiewicz},
title = {{\(\mu\)}-Net: Medical image segmentation using efficient and effective
deep supervision},
journal = {Comput. Biol. Medicine},
volume = {160},
pages = {106963},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.106963},
doi = {10.1016/J.COMPBIOMED.2023.106963},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/YuanXTWZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/XuZZLZL23,
author = {Zhenghua Xu and
Xudong Zhang and
Hexiang Zhang and
Yunxin Liu and
Yuefu Zhan and
Thomas Lukasiewicz},
title = {{EFPN:} Effective medical image detection using feature pyramid fusion
enhancement},
journal = {Comput. Biol. Medicine},
volume = {163},
pages = {107149},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.107149},
doi = {10.1016/J.COMPBIOMED.2023.107149},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/XuZZLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/YuGZZZLX23,
author = {Miao Yu and
Miaomiao Guo and
Shuai Zhang and
Yuefu Zhan and
Mingkang Zhao and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {{RIRGAN:} An end-to-end lightweight multi-task learning method for
brain {MRI} super-resolution and denoising},
journal = {Comput. Biol. Medicine},
volume = {167},
pages = {107632},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.107632},
doi = {10.1016/J.COMPBIOMED.2023.107632},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/YuGZZZLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dase/ChenCWFZLDXG23,
author = {Junyang Chen and
Ziyi Chen and
Mengzhu Wang and
Ge Fan and
Guo Zhong and
Ou Liu and
Wenfeng Du and
Zhenghua Xu and
Zhiguo Gong},
title = {A Neural Inference of User Social Interest for Item Recommendation},
journal = {Data Sci. Eng.},
volume = {8},
number = {3},
pages = {223--233},
year = {2023},
url = {https://doi.org/10.1007/s41019-023-00225-8},
doi = {10.1007/S41019-023-00225-8},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dase/ChenCWFZLDXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ZhangZTLX23,
author = {Shuo Zhang and
Jiaojiao Zhang and
Biao Tian and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {Multi-modal contrastive mutual learning and pseudo-label re-learning
for semi-supervised medical image segmentation},
journal = {Medical Image Anal.},
volume = {83},
pages = {102656},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102656},
doi = {10.1016/J.MEDIA.2022.102656},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/ZhangZTLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ChenWZXLGWL23,
author = {Junyang Chen and
Mengzhu Wang and
Haodi Zhang and
Zhenghua Xu and
Xueliang Li and
Zhiguo Gong and
Kaishun Wu and
Victor C. M. Leung},
title = {{IRLM:} Inductive Representation Learning Model for Personalized {POI}
Recommendation},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {10},
number = {5},
pages = {2827--2836},
year = {2023},
url = {https://doi.org/10.1109/TCSS.2022.3201053},
doi = {10.1109/TCSS.2022.3201053},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/ChenWZXLGWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/LinFZBXL23,
author = {Haozhe Lin and
Yushun Fan and
Jia Zhang and
Bing Bai and
Zhenghua Xu and
Thomas Lukasiewicz},
title = {Toward Knowledge as a Service (KaaS): Predicting Popularity of Knowledge
Services Leveraging Graph Neural Networks},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {16},
number = {1},
pages = {642--655},
year = {2023},
url = {https://doi.org/10.1109/TSC.2022.3145019},
doi = {10.1109/TSC.2022.3145019},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsc/LinFZBXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangWTZZCLX23,
author = {Xiangtao Wang and
Ruizhi Wang and
Biao Tian and
Jiaojiao Zhang and
Shuo Zhang and
Junyang Chen and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {{MPS-AMS:} Masked Patches Selection and Adaptive Masking Strategy
Based Self-Supervised Medical Image Segmentation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10094657},
doi = {10.1109/ICASSP49357.2023.10094657},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WangWTZZCLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangWXXCL23,
author = {Ruizhi Wang and
Xiangtao Wang and
Zhenghua Xu and
Wenting Xu and
Junyang Chen and
Thomas Lukasiewicz},
title = {MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical
Report Generation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095254},
doi = {10.1109/ICASSP49357.2023.10095254},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WangWXXCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangXYZCL23,
author = {Hexiang Zhang and
Zhenghua Xu and
Dan Yao and
Shuo Zhang and
Junyang Chen and
Thomas Lukasiewicz},
title = {Multi-Head Feature Pyramid Networks for Breast Mass Detection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095967},
doi = {10.1109/ICASSP49357.2023.10095967},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ZhangXYZCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/XuWLX23,
author = {Gang Xu and
Shengxin Wang and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {Adaptive-Masking Policy with Deep Reinforcement Learning for Self-Supervised
Medical Image Segmentation},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2023,
Brisbane, Australia, July 10-14, 2023},
pages = {2285--2290},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICME55011.2023.00390},
doi = {10.1109/ICME55011.2023.00390},
timestamp = {Tue, 05 Sep 2023 20:33:33 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/XuWLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhangSFWX23,
author = {Shuo Zhang and
Xinmei Su and
Quanlong Feng and
Zifeng Wu and
Zhenghua Xu},
title = {A Robust Agatston Score for Coronary Artery Calcium Scoring from Non-ECG-Gated
{CT} with Different Reconstruction Kernels},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230625},
doi = {10.1109/ISBI53787.2023.10230625},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/ZhangSFWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11106,
author = {Hexiang Zhang and
Zhenghua Xu and
Dan Yao and
Shuo Zhang and
Junyang Chen and
Thomas Lukasiewicz},
title = {Multi-Head Feature Pyramid Networks for Breast Mass Detection},
journal = {CoRR},
volume = {abs/2302.11106},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11106},
doi = {10.48550/ARXIV.2302.11106},
eprinttype = {arXiv},
eprint = {2302.11106},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13699,
author = {Xiangtao Wang and
Ruizhi Wang and
Biao Tian and
Jiaojiao Zhang and
Shuo Zhang and
Junyang Chen and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {{MPS-AMS:} Masked Patches Selection and Adaptive Masking Strategy
Based Self-Supervised Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2302.13699},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13699},
doi = {10.48550/ARXIV.2302.13699},
eprinttype = {arXiv},
eprint = {2302.13699},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07465,
author = {Ruizhi Wang and
Xiangtao Wang and
Zhenghua Xu and
Wenting Xu and
Junyang Chen and
Thomas Lukasiewicz},
title = {MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical
Report Generation},
journal = {CoRR},
volume = {abs/2304.07465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07465},
doi = {10.48550/ARXIV.2304.07465},
eprinttype = {arXiv},
eprint = {2304.07465},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04312,
author = {Xiangtao Wang and
Ruizhi Wang and
Jie Zhou and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {{AMLP:} Adaptive Masking Lesion Patches for Self-supervised Medical
Image Segmentation},
journal = {CoRR},
volume = {abs/2309.04312},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04312},
doi = {10.48550/ARXIV.2309.04312},
eprinttype = {arXiv},
eprint = {2309.04312},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05355,
author = {Ruizhi Wang and
Xiangtao Wang and
Jie Zhou and
Thomas Lukasiewicz and
Zhenghua Xu},
title = {C{\^{}}2M-DoT: Cross-modal consistent multi-view medical report generation
with domain transfer network},
journal = {CoRR},
volume = {abs/2310.05355},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05355},
doi = {10.48550/ARXIV.2310.05355},
eprinttype = {arXiv},
eprint = {2310.05355},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XuLYWCLFZ22,
author = {Zhenghua Xu and
Shijie Liu and
Di Yuan and
Lei Wang and
Junyang Chen and
Thomas Lukasiewicz and
Zhigang Fu and
Rui Zhang},
title = {{\(\omega\)}-net: Dual supervised medical image segmentation with
multi-dimensional self-attention and diversely-connected multi-scale
convolution},
journal = {Neurocomputing},
volume = {500},
pages = {177--190},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.05.053},
doi = {10.1016/J.NEUCOM.2022.05.053},
timestamp = {Fri, 01 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/XuLYWCLFZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenGWWXLLWL22,
author = {Junyang Chen and
Zhiguo Gong and
Wei Wang and
Cong Wang and
Zhenghua Xu and
Jianming Lv and
Xueliang Li and
Kaishun Wu and
Weiwen Liu},
title = {Adversarial Caching Training: Unsupervised Inductive Network Representation
Learning on Large-Scale Graphs},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {12},
pages = {7079--7090},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3084195},
doi = {10.1109/TNNLS.2021.3084195},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChenGWWXLLWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/LeiJYGHGXY22,
author = {Zihang Lei and
Mengxi Jiang and
Guangsong Yang and
Tianmin Guan and
Peng Huang and
Yu Gu and
Zhenghua Xu and
Qiubo Ye},
title = {Towards recurrent neural network with multi-path feature fusion for
signal modulation recognition},
journal = {Wirel. Networks},
volume = {28},
number = {2},
pages = {551--565},
year = {2022},
url = {https://doi.org/10.1007/s11276-021-02877-8},
doi = {10.1007/S11276-021-02877-8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/winet/LeiJYGHGXY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Salvatori0XLB22,
author = {Tommaso Salvatori and
Yuhang Song and
Zhenghua Xu and
Thomas Lukasiewicz and
Rafal Bogacz},
title = {Reverse Differentiation via Predictive Coding},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8150--8158},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20788},
doi = {10.1609/AAAI.V36I7.20788},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Salvatori0XLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11683,
author = {Zihang Xu and
Zhenghua Xu and
Shuo Zhang and
Thomas Lukasiewicz},
title = {{PCA:} Semi-supervised Segmentation with Patch Confidence Adversarial
Training},
journal = {CoRR},
volume = {abs/2207.11683},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11683},
doi = {10.48550/ARXIV.2207.11683},
eprinttype = {arXiv},
eprint = {2207.11683},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13729,
author = {Wenting Xu and
Zhenghua Xu and
Junyang Chen and
Chang Qi and
Thomas Lukasiewicz},
title = {Hybrid Reinforced Medical Report Generation with M-Linear Attention
and Repetition Penalty},
journal = {CoRR},
volume = {abs/2210.13729},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13729},
doi = {10.48550/ARXIV.2210.13729},
eprinttype = {arXiv},
eprint = {2210.13729},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00206,
author = {Zhenghua Xu and
Changhong Deng and
Qiuling Yang},
title = {A Primary Frequency Control Strategy for Variable-Speed Pumped-Storage
Plant in Power Generation Based on Adaptive Model Predictive Control},
journal = {CoRR},
volume = {abs/2211.00206},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00206},
doi = {10.48550/ARXIV.2211.00206},
eprinttype = {arXiv},
eprint = {2211.00206},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00720,
author = {Tommaso Salvatori and
Yuhang Song and
Beren Millidge and
Zhenghua Xu and
Lei Sha and
Cornelius Emde and
Rafal Bogacz and
Thomas Lukasiewicz},
title = {Incremental Predictive Coding: {A} Parallel and Fully Automatic Learning
Algorithm},
journal = {CoRR},
volume = {abs/2212.00720},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00720},
doi = {10.48550/ARXIV.2212.00720},
eprinttype = {arXiv},
eprint = {2212.00720},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/WeiXXL21,
author = {Kun Wei and
Guokai Xiong and
Zhenghua Xu and
Yong Liu},
title = {Application Analysis of Radial Basis Function Neural Network Algorithm
of Genetic Algorithm for Environmental Restoration and Treatment Effect
Evaluation of Decommissioned Uranium Tailings Ponds},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {1650096:1--1650096:12},
year = {2021},
url = {https://doi.org/10.1155/2021/1650096},
doi = {10.1155/2021/1650096},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cin/WeiXXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/LiuZXL21,
author = {Yanqi Liu and
Li Zhang and
Zhenghua Xu and
Xueyang Liu},
title = {An intelligent diagnosis model of accidents in nuclear power plant},
journal = {J. Intell. Fuzzy Syst.},
volume = {41},
number = {3},
pages = {4287--4294},
year = {2021},
url = {https://doi.org/10.3233/JIFS-189689},
doi = {10.3233/JIFS-189689},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/LiuZXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SuZEX21,
author = {Yixin Su and
Rui Zhang and
Sarah M. Erfani and
Zhenghua Xu},
title = {Detecting Beneficial Feature Interactions for Recommender Systems},
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 = {4357--4365},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16561},
doi = {10.1609/AAAI.V35I5.16561},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SuZEX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangLH0X21,
author = {Jianfeng Wang and
Thomas Lukasiewicz and
Xiaolin Hu and
Jianfei Cai and
Zhenghua Xu},
title = {{RSG:} {A} Simple but Effective Module for Learning Imbalanced Datasets},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {3784--3793},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Wang\_RSG\_A\_Simple\_but\_Effective\_Module\_for\_Learning\_Imbalanced\_Datasets\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00378},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangLH0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalvatoriSHSFXB21,
author = {Tommaso Salvatori and
Yuhang Song and
Yujian Hong and
Lei Sha and
Simon Frieder and
Zhenghua Xu and
Rafal Bogacz and
Thomas Lukasiewicz},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Associative Memories via Predictive Coding},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3874--3886},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/1fb36c4ccf88f7e67ead155496f02338-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SalvatoriSHSFXB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03725,
author = {Tommaso Salvatori and
Yuhang Song and
Thomas Lukasiewicz and
Rafal Bogacz and
Zhenghua Xu},
title = {Predictive Coding Can Do Exact Backpropagation on Convolutional and
Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/2103.03725},
year = {2021},
url = {https://arxiv.org/abs/2103.03725},
eprinttype = {arXiv},
eprint = {2103.03725},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04689,
author = {Tommaso Salvatori and
Yuhang Song and
Thomas Lukasiewicz and
Rafal Bogacz and
Zhenghua Xu},
title = {Predictive Coding Can Do Exact Backpropagation on Any Neural Network},
journal = {CoRR},
volume = {abs/2103.04689},
year = {2021},
url = {https://arxiv.org/abs/2103.04689},
eprinttype = {arXiv},
eprint = {2103.04689},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09859,
author = {Jianfeng Wang and
Thomas Lukasiewicz and
Xiaolin Hu and
Jianfei Cai and
Zhenghua Xu},
title = {{RSG:} {A} Simple but Effective Module for Learning Imbalanced Datasets},
journal = {CoRR},
volume = {abs/2106.09859},
year = {2021},
url = {https://arxiv.org/abs/2106.09859},
eprinttype = {arXiv},
eprint = {2106.09859},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08063,
author = {Tommaso Salvatori and
Yuhang Song and
Yujian Hong and
Simon Frieder and
Lei Sha and
Zhenghua Xu and
Rafal Bogacz and
Thomas Lukasiewicz},
title = {Associative Memories via Predictive Coding},
journal = {CoRR},
volume = {abs/2109.08063},
year = {2021},
url = {https://arxiv.org/abs/2109.08063},
eprinttype = {arXiv},
eprint = {2109.08063},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XuLL20,
author = {Zhenghua Xu and
Hongliang Liu and
Yong Liu},
title = {Fixed-Time Leader-Following Flocking for Nonlinear Second-Order Multi-Agent
Systems},
journal = {{IEEE} Access},
volume = {8},
pages = {86262--86271},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2992515},
doi = {10.1109/ACCESS.2020.2992515},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/XuLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhouSXQX20,
author = {Qian Zhou and
Yan Shi and
Zhenghua Xu and
Ruowei Qu and
Guizhi Xu},
title = {Classifying Melanoma Skin Lesions Using Convolutional Spiking Neural
Networks With Unsupervised {STDP} Learning Rule},
journal = {{IEEE} Access},
volume = {8},
pages = {101309--101319},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2998098},
doi = {10.1109/ACCESS.2020.2998098},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhouSXQX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangYX20,
author = {Mingfei Zhang and
Zhoutao Yu and
Zhenghua Xu},
title = {Short-Term Load Forecasting Using Recurrent Neural Networks With Input
Attention Mechanism and Hidden Connection Mechanism},
journal = {{IEEE} Access},
volume = {8},
pages = {186514--186529},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3029224},
doi = {10.1109/ACCESS.2020.3029224},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhangYX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/XiaoLXO20,
author = {Qizhen Xiao and
Hongliang Liu and
Zhenghua Xu and
Zigen Ouyang},
title = {On Collision Avoiding Fixed-Time Flocking with Measurable Diameter
to a Cucker-Smale-Type Self-Propelled Particle Model},
journal = {Complex.},
volume = {2020},
pages = {1094950:1--1094950:12},
year = {2020},
url = {https://doi.org/10.1155/2020/1094950},
doi = {10.1155/2020/1094950},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/XiaoLXO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001WLXZWX20,
author = {Yuhang Song and
Jianyi Wang and
Thomas Lukasiewicz and
Zhenghua Xu and
Shangtong Zhang and
Andrzej Wojcicki and
Mai Xu},
title = {Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards},
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 = {5826--5833},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6040},
doi = {10.1609/AAAI.V34I04.6040},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001WLXZWX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001WLWAXXDW20,
author = {Yuhang Song and
Andrzej Wojcicki and
Thomas Lukasiewicz and
Jianyi Wang and
Abi Aryan and
Zhenghua Xu and
Mai Xu and
Zihan Ding and
Lianlong Wu},
title = {Arena: {A} General Evaluation Platform and Building Toolkit for Multi-Agent
Intelligence},
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 = {7253--7260},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6216},
doi = {10.1609/AAAI.V34I05.6216},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001WLWAXXDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuYL0MX20,
author = {Zhenghua Xu and
Di Yuan and
Thomas Lukasiewicz and
Cheng Chen and
Yishu Miao and
Guizhi Xu},
title = {Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized
Recommendation},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {3442--3446},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053044},
doi = {10.1109/ICASSP40776.2020.9053044},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XuYL0MX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001LXB20,
author = {Yuhang Song and
Thomas Lukasiewicz and
Zhenghua Xu and
Rafal Bogacz},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Can the Brain Do Backpropagation? - Exact Implementation of Backpropagation
in Predictive Coding Networks},
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/fec87a37cdeec1c6ecf8181c0aa2d3bf-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001LXB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00404,
author = {Yixin Su and
Rui Zhang and
Sarah M. Erfani and
Zhenghua Xu},
title = {Detecting Relevant Feature Interactions for Recommender Systems via
Graph Neural Networks},
journal = {CoRR},
volume = {abs/2008.00404},
year = {2020},
url = {https://arxiv.org/abs/2008.00404},
eprinttype = {arXiv},
eprint = {2008.00404},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00940,
author = {Dan Zhao and
Guizhi Xu and
Zhenghua Xu and
Thomas Lukasiewicz and
Minmin Xue and
Zhigang Fu},
title = {Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors:
{A} Survey},
journal = {CoRR},
volume = {abs/2011.00940},
year = {2020},
url = {https://arxiv.org/abs/2011.00940},
eprinttype = {arXiv},
eprint = {2011.00940},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07534,
author = {Chang Qi and
Junyang Chen and
Guizhi Xu and
Zhenghua Xu and
Thomas Lukasiewicz and
Yang Liu},
title = {{SAG-GAN:} Semi-Supervised Attention-Guided GANs for Data Augmentation
on Medical Images},
journal = {CoRR},
volume = {abs/2011.07534},
year = {2020},
url = {https://arxiv.org/abs/2011.07534},
eprinttype = {arXiv},
eprint = {2011.07534},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07680,
author = {Wenting Xu and
Chang Qi and
Zhenghua Xu and
Thomas Lukasiewicz},
title = {Reinforced Medical Report Generation with X-Linear Attention and Repetition
Penalty},
journal = {CoRR},
volume = {abs/2011.07680},
year = {2020},
url = {https://arxiv.org/abs/2011.07680},
eprinttype = {arXiv},
eprint = {2011.07680},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03673,
author = {Di Yuan and
Junyang Chen and
Zhenghua Xu and
Thomas Lukasiewicz and
Zhigang Fu and
Guizhi Xu},
title = {Efficient Medical Image Segmentation with Intermediate Supervision
Mechanism},
journal = {CoRR},
volume = {abs/2012.03673},
year = {2020},
url = {https://arxiv.org/abs/2012.03673},
eprinttype = {arXiv},
eprint = {2012.03673},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03674,
author = {Bo Wang and
Lei Wang and
Junyang Chen and
Zhenghua Xu and
Thomas Lukasiewicz and
Zhigang Fu},
title = {w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional
Attention and Cascade Multi-Scale Convolution},
journal = {CoRR},
volume = {abs/2012.03674},
year = {2020},
url = {https://arxiv.org/abs/2012.03674},
eprinttype = {arXiv},
eprint = {2012.03674},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SongWLXX19,
author = {Yuhang Song and
Jianyi Wang and
Thomas Lukasiewicz and
Zhenghua Xu and
Mai Xu},
title = {Diversity-Driven Extensible Hierarchical Reinforcement Learning},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4992--4999},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014992},
doi = {10.1609/AAAI.V33I01.33014992},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SongWLXX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/XuQX19,
author = {Zhenghua Xu and
Chang Qi and
Guizhi Xu},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Semi-Supervised Attention-Guided CycleGAN for Data Augmentation on
Medical Images},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {563--568},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8982932},
doi = {10.1109/BIBM47256.2019.8982932},
timestamp = {Fri, 09 Apr 2021 17:11:15 +0200},
biburl = {https://dblp.org/rec/conf/bibm/XuQX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangWX19,
author = {Lei Wang and
Bo Wang and
Zhenghua Xu},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Tumor Segmentation Based on Deeply Supervised Multi-Scale U-Net},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {746--749},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983147},
doi = {10.1109/BIBM47256.2019.8983147},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiCXYLZ19,
author = {Bo Li and
Zehua Cheng and
Zhenghua Xu and
Wei Ye and
Thomas Lukasiewicz and
Shikun Zhang},
title = {Long Text Analysis Using Sliced Recurrent Neural Networks with Breaking
Point Information Enrichment},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {7550--7554},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683812},
doi = {10.1109/ICASSP.2019.8683812},
timestamp = {Mon, 14 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiCXYLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01544,
author = {Zehua Cheng and
Zhenghua Xu},
title = {Bandwidth Reduction using Importance Weighted Pruning on Ring AllReduce},
journal = {CoRR},
volume = {abs/1901.01544},
year = {2019},
url = {http://arxiv.org/abs/1901.01544},
eprinttype = {arXiv},
eprint = {1901.01544},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-13300,
author = {Yuxiang Wu and
Zehua Cheng and
Zhenghua Xu and
Weiyang Wang},
title = {Segmentation is All You Need},
journal = {CoRR},
volume = {abs/1904.13300},
year = {2019},
url = {http://arxiv.org/abs/1904.13300},
eprinttype = {arXiv},
eprint = {1904.13300},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-13300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04640,
author = {Yuhang Song and
Jianyi Wang and
Thomas Lukasiewicz and
Zhenghua Xu and
Shangtong Zhang and
Mai Xu},
title = {Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards},
journal = {CoRR},
volume = {abs/1905.04640},
year = {2019},
url = {http://arxiv.org/abs/1905.04640},
eprinttype = {arXiv},
eprint = {1905.04640},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08085,
author = {Yuhang Song and
Jianyi Wang and
Thomas Lukasiewicz and
Zhenghua Xu and
Mai Xu and
Zihan Ding and
Lianlong Wu},
title = {Arena: {A} General Evaluation Platform and Building Toolkit for Multi-Agent
Intelligence},
journal = {CoRR},
volume = {abs/1905.08085},
year = {2019},
url = {http://arxiv.org/abs/1905.08085},
eprinttype = {arXiv},
eprint = {1905.08085},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XuTLMS018,
author = {Zhenghua Xu and
Oana Tifrea{-}Marciuska and
Thomas Lukasiewicz and
Maria Vanina Martinez and
Gerardo I. Simari and
Cheng Chen},
title = {Lightweight Tag-Aware Personalized Recommendation on the Social Web
Using Ontological Similarity},
journal = {{IEEE} Access},
volume = {6},
pages = {35590--35610},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2850762},
doi = {10.1109/ACCESS.2018.2850762},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/XuTLMS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04324,
author = {Yuhang Song and
Jianyi Wang and
Thomas Lukasiewicz and
Zhenghua Xu and
Mai Xu},
title = {Diversity-Driven Extensible Hierarchical Reinforcement Learning},
journal = {CoRR},
volume = {abs/1811.04324},
year = {2018},
url = {http://arxiv.org/abs/1811.04324},
eprinttype = {arXiv},
eprint = {1811.04324},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Xu17a,
author = {Zhenghua Xu},
title = {Personalized recommender systems on the social web},
school = {University of Oxford, {UK}},
year = {2017},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.729083},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Xu17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChenMXL17,
author = {Cheng Chen and
Xiangwu Meng and
Zhenghua Xu and
Thomas Lukasiewicz},
title = {Location-Aware Personalized News Recommendation With Deep Semantic
Analysis},
journal = {{IEEE} Access},
volume = {5},
pages = {1624--1638},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2655150},
doi = {10.1109/ACCESS.2017.2655150},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ChenMXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ChenLMX17,
author = {Cheng Chen and
Thomas Lukasiewicz and
Xiangwu Meng and
Zhenghua Xu},
editor = {K. Sel{\c{c}}uk Candan and
Lei Chen and
Torben Bach Pedersen and
Lijun Chang and
Wen Hua},
title = {Location-Aware News Recommendation Using Deep Localized Semantic Analysis},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference,
{DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {10177},
pages = {507--524},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55753-3\_32},
doi = {10.1007/978-3-319-55753-3\_32},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/ChenLMX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuLCMM17,
author = {Zhenghua Xu and
Thomas Lukasiewicz and
Cheng Chen and
Yishu Miao and
Xiangwu Meng},
editor = {Carles Sierra},
title = {Tag-Aware Personalized Recommendation Using a Hybrid Deep Model},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3196--3202},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/446},
doi = {10.24963/IJCAI.2017/446},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuLCMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03797,
author = {Zhenghua Xu and
Cheng Chen and
Thomas Lukasiewicz and
Yishu Miao},
title = {Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized
Recommendation},
journal = {CoRR},
volume = {abs/1708.03797},
year = {2017},
url = {http://arxiv.org/abs/1708.03797},
eprinttype = {arXiv},
eprint = {1708.03797},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XuCLMM16,
author = {Zhenghua Xu and
Cheng Chen and
Thomas Lukasiewicz and
Yishu Miao and
Xiangwu Meng},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity
Model with Negative Sampling},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1921--1924},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983874},
doi = {10.1145/2983323.2983874},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XuCLMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sum/XuLT14,
author = {Zhenghua Xu and
Thomas Lukasiewicz and
Oana Tifrea{-}Marciuska},
editor = {Umberto Straccia and
Andrea Cal{\`{\i}}},
title = {Improving Personalized Search on the Social Web Based on Similarities
between Users},
booktitle = {Scalable Uncertainty Management - 8th International Conference, {SUM}
2014, Oxford, UK, September 15-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8720},
pages = {306--319},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11508-5\_26},
doi = {10.1007/978-3-319-11508-5\_26},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/sum/XuLT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XueZZXHX13,
author = {Andy Yuan Xue and
Rui Zhang and
Yu Zheng and
Xing Xie and
Jin Huang and
Zhenghua Xu},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {Destination prediction by sub-trajectory synthesis and privacy protection
against such prediction},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {254--265},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544830},
doi = {10.1109/ICDE.2013.6544830},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XueZZXHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/QiXXW12,
author = {Jianzhong Qi and
Zhenghua Xu and
Yuan Xue and
Zeyi Wen},
editor = {Rui Zhang and
Yanchun Zhang},
title = {A Branch and Bound Method for Min-dist Location Selection Queries},
booktitle = {Twenty-Third Australasian Database Conference, {ADC} 2012, Melbourne,
Australia, January 2012},
series = {{CRPIT}},
volume = {124},
pages = {51--60},
publisher = {Australian Computer Society},
year = {2012},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV124Qi.html},
timestamp = {Mon, 27 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adc/QiXXW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/XuZRP12,
author = {Zhenghua Xu and
Rui Zhang and
Kotagiri Ramamohanarao and
Udaya Parampalli},
editor = {Elke A. Rundensteiner and
Volker Markl and
Ioana Manolescu and
Sihem Amer{-}Yahia and
Felix Naumann and
Ismail Ari},
title = {An adaptive algorithm for online time series segmentation with error
bound guarantee},
booktitle = {15th International Conference on Extending Database Technology, {EDBT}
'12, Berlin, Germany, March 27-30, 2012, Proceedings},
pages = {192--203},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2247596.2247620},
doi = {10.1145/2247596.2247620},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/XuZRP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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