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BibTeX records: Changshui Zhang
@article{DBLP:journals/ijcv/0001CZZ0Z24, author = {Song Tang and An Chang and Fabian Zhang and Xiatian Zhu and Mao Ye and Changshui Zhang}, title = {Source-Free Domain Adaptation via Target Prediction Distribution Searching}, journal = {Int. J. Comput. Vis.}, volume = {132}, number = {3}, pages = {654--672}, year = {2024}, url = {https://doi.org/10.1007/s11263-023-01892-w}, doi = {10.1007/S11263-023-01892-W}, timestamp = {Fri, 08 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/0001CZZ0Z24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/XiaoYZZ24, author = {Changming Xiao and Qi Yang and Feng Zhou and Changshui Zhang}, title = {From text to mask: Localizing entities using the attention of text-to-image diffusion models}, journal = {Neurocomputing}, volume = {610}, pages = {128437}, year = {2024}, url = {https://doi.org/10.1016/j.neucom.2024.128437}, doi = {10.1016/J.NEUCOM.2024.128437}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/XiaoYZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiGLZ24, author = {Ziang Li and Yiwen Guo and Haodi Liu and Changshui Zhang}, title = {A Theoretical View of Linear Backpropagation and its Convergence}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {46}, number = {5}, pages = {3972--3980}, year = {2024}, url = {https://doi.org/10.1109/TPAMI.2024.3353919}, doi = {10.1109/TPAMI.2024.3353919}, timestamp = {Sat, 04 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LiGLZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/LiHLRZZ24, author = {Shuang Li and Norman Hendrich and Hongzhuo Liang and Philipp Ruppel and Changshui Zhang and Jianwei Zhang}, title = {A Dexterous Hand-Arm Teleoperation System Based on Hand Pose Estimation and Active Vision}, journal = {{IEEE} Trans. Cybern.}, volume = {54}, number = {3}, pages = {1417--1428}, year = {2024}, url = {https://doi.org/10.1109/TCYB.2022.3207290}, doi = {10.1109/TCYB.2022.3207290}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/LiHLRZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/TangSSYZZ24, author = {Song Tang and Yuji Shi and Zihao Song and Mao Ye and Changshui Zhang and Jianwei Zhang}, title = {Progressive Source-Aware Transformer for Generalized Source-Free Domain Adaptation}, journal = {{IEEE} Trans. Multim.}, volume = {26}, pages = {4138--4152}, year = {2024}, url = {https://doi.org/10.1109/TMM.2023.3321421}, doi = {10.1109/TMM.2023.3321421}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/TangSSYZZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhangSMBWZS24, author = {Kun Zhang and Ilya Shpitser and Sara Magliacane and Davide Bacciu and Fei Wu and Changshui Zhang and Peter Spirtes}, title = {{IEEE} Transactions on Neural Networks and Learning Systems Special Issue on Causal Discovery and Causality-Inspired Machine Learning}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {4}, pages = {4899--4901}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2024.3365968}, doi = {10.1109/TNNLS.2024.3365968}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ZhangSMBWZS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/NieCXZYL24, author = {Feiping Nie and Hong Chen and Shiming Xiang and Changshui Zhang and Shuicheng Yan and Xuelong Li}, title = {On the Equivalence of Linear Discriminant Analysis and Least Squares Regression}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {4}, pages = {5710--5720}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2022.3208944}, doi = {10.1109/TNNLS.2022.3208944}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/NieCXZYL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/HuCLLTZW24, author = {Wenzheng Hu and Zhengping Che and Ning Liu and Mingyang Li and Jian Tang and Changshui Zhang and Jianqiang Wang}, title = {{CATRO:} Channel Pruning via Class-Aware Trace Ratio Optimization}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {8}, pages = {11595--11607}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2023.3262952}, doi = {10.1109/TNNLS.2023.3262952}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/HuCLLTZW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/HuangH00Y0ZLS24, author = {Yinya Huang and Ruixin Hong and Hongming Zhang and Wei Shao and Zhicheng Yang and Dong Yu and Changshui Zhang and Xiaodan Liang and Linqi Song}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {{CLOMO:} Counterfactual Logical Modification with Large Language Models}, booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand, August 11-16, 2024}, pages = {11012--11034}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://aclanthology.org/2024.acl-long.593}, timestamp = {Mon, 26 Aug 2024 16:40:51 +0200}, biburl = {https://dblp.org/rec/conf/acl/HuangH00Y0ZLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LiWGZ24, author = {Ziang Li and Kailun Wu and Yiwen Guo and Changshui Zhang}, title = {Learned {ISTA} with Error-Based Thresholding for Adaptive Sparse Coding}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {9301--9305}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10446361}, doi = {10.1109/ICASSP48485.2024.10446361}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LiWGZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/CuiWPLFZ024, author = {Sen Cui and Abudukelimu Wuerkaixi and Weishen Pan and Jian Liang and Lei Fang and Changshui Zhang and Fei Wang}, title = {{CLAP:} Collaborative Adaptation for Patchwork Learning}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=8EyRkd3Qj2}, timestamp = {Mon, 29 Jul 2024 16:19:40 +0200}, biburl = {https://dblp.org/rec/conf/iclr/CuiWPLFZ024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WuerkaixiCZY00F24, author = {Abudukelimu Wuerkaixi and Sen Cui and Jingfeng Zhang and Kunda Yan and Bo Han and Gang Niu and Lei Fang and Changshui Zhang and Masashi Sugiyama}, title = {Accurate Forgetting for Heterogeneous Federated Continual Learning}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=ShQrnAsbPI}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WuerkaixiCZY00F24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YanCWZ00SZ24, author = {Kunda Yan and Sen Cui and Abudukelimu Wuerkaixi and Jingfeng Zhang and Bo Han and Gang Niu and Masashi Sugiyama and Changshui Zhang}, title = {Balancing Similarity and Complementarity for Federated Learning}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=v6tAdeCXKH}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/YanCWZ00SZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/Hong0P0Z24, author = {Ruixin Hong and Hongming Zhang and Xinyu Pang and Dong Yu and Changshui Zhang}, editor = {Kevin Duh and Helena G{\'{o}}mez{-}Adorno and Steven Bethard}, title = {A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning}, booktitle = {Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21, 2024}, pages = {900--925}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.naacl-long.52}, doi = {10.18653/V1/2024.NAACL-LONG.52}, timestamp = {Thu, 29 Aug 2024 17:13:57 +0200}, biburl = {https://dblp.org/rec/conf/naacl/Hong0P0Z24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-09892, author = {Kunda Yan and Sen Cui and Abudukelimu Wuerkaixi and Jingfeng Zhang and Bo Han and Gang Niu and Masashi Sugiyama and Changshui Zhang}, title = {Balancing Similarity and Complementarity for Federated Learning}, journal = {CoRR}, volume = {abs/2405.09892}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.09892}, doi = {10.48550/ARXIV.2405.09892}, eprinttype = {arXiv}, eprint = {2405.09892}, timestamp = {Wed, 12 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-09892.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-12442, author = {Ruixin Hong and Hongming Zhang and Xiaoman Pan and Dong Yu and Changshui Zhang}, title = {Abstraction-of-Thought Makes Language Models Better Reasoners}, journal = {CoRR}, volume = {abs/2406.12442}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.12442}, doi = {10.48550/ARXIV.2406.12442}, eprinttype = {arXiv}, eprint = {2406.12442}, timestamp = {Fri, 12 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-12442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/LiangTHOYZ23, author = {Zhilong Liang and Zhenzhi Tan and Ruixin Hong and Wanli Ouyang and Jinying Yuan and Changshui Zhang}, title = {Automatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example}, journal = {J. Chem. Inf. Model.}, volume = {63}, number = {19}, pages = {5971--5980}, year = {2023}, url = {https://doi.org/10.1021/acs.jcim.3c00489}, doi = {10.1021/ACS.JCIM.3C00489}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/LiangTHOYZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/SuYXWQZX23, author = {Xiu Su and Shan You and Jiyang Xie and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Searching for Network Width With Bilaterally Coupled Network}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {7}, pages = {8936--8953}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3226777}, doi = {10.1109/TPAMI.2022.3226777}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/SuYXWQZX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/CuiPZW23, author = {Sen Cui and Weishen Pan and Changshui Zhang and Fei Wang}, title = {Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {11}, pages = {13235--13249}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2023.3290949}, doi = {10.1109/TPAMI.2023.3290949}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/CuiPZW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/XiaoYXZZZ23, author = {Changming Xiao and Qi Yang and Xiaoqiang Xu and Jianwei Zhang and Feng Zhou and Changshui Zhang}, title = {Where you edit is what you get: Text-guided image editing with region-based attention}, journal = {Pattern Recognit.}, volume = {139}, pages = {109458}, year = {2023}, url = {https://doi.org/10.1016/j.patcog.2023.109458}, doi = {10.1016/J.PATCOG.2023.109458}, timestamp = {Tue, 18 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/XiaoYXZZZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LuGYZZ23, author = {Jiang Lu and Pinghua Gong and Jieping Ye and Jianwei Zhang and Changshui Zhang}, title = {A survey on machine learning from few samples}, journal = {Pattern Recognit.}, volume = {139}, pages = {109480}, year = {2023}, url = {https://doi.org/10.1016/j.patcog.2023.109480}, doi = {10.1016/J.PATCOG.2023.109480}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/LuGYZZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChuZST23, author = {Dejun Chu and Changshui Zhang and Shiliang Sun and Qing Tao}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Structured {BFGS} Method for Optimal Doubly Stochastic Matrix Approximation}, 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 = {7193--7201}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i6.25877}, doi = {10.1609/AAAI.V37I6.25877}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChuZST23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/HongZZ0Z23, author = {Ruixin Hong and Hongming Zhang and Hong Zhao and Dong Yu and Changshui Zhang}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {Faithful Question Answering with Monte-Carlo Planning}, 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 = {3944--3965}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.acl-long.218}, doi = {10.18653/V1/2023.ACL-LONG.218}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/HongZZ0Z23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-12360, author = {Zhilong Liang and Zhenzhi Tan and Ruixin Hong and Wanli Ouyang and Jinying Yuan and Changshui Zhang}, title = {Automatically Predict Material Properties with Microscopic Image Example Polymer Compatibility}, journal = {CoRR}, volume = {abs/2303.12360}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.12360}, doi = {10.48550/ARXIV.2303.12360}, eprinttype = {arXiv}, eprint = {2303.12360}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-12360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-02556, author = {Ruixin Hong and Hongming Zhang and Hong Zhao and Dong Yu and Changshui Zhang}, title = {Faithful Question Answering with Monte-Carlo Planning}, journal = {CoRR}, volume = {abs/2305.02556}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.02556}, doi = {10.48550/ARXIV.2305.02556}, eprinttype = {arXiv}, eprint = {2305.02556}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-02556.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-14668, author = {Sen Cui and Weishen Pan and Changshui Zhang and Fei Wang}, title = {Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment}, journal = {CoRR}, volume = {abs/2307.14668}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.14668}, doi = {10.48550/ARXIV.2307.14668}, eprinttype = {arXiv}, eprint = {2307.14668}, timestamp = {Sun, 20 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-14668.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-04109, author = {Changming Xiao and Qi Yang and Feng Zhou and Changshui Zhang}, title = {From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models}, journal = {CoRR}, volume = {abs/2309.04109}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.04109}, doi = {10.48550/ARXIV.2309.04109}, eprinttype = {arXiv}, eprint = {2309.04109}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-04109.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-07954, author = {Ruixin Hong and Hongming Zhang and Xinyu Pang and Dong Yu and Changshui Zhang}, title = {A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning}, journal = {CoRR}, volume = {abs/2311.07954}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.07954}, doi = {10.48550/ARXIV.2311.07954}, eprinttype = {arXiv}, eprint = {2311.07954}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-07954.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-17438, author = {Yinya Huang and Ruixin Hong and Hongming Zhang and Wei Shao and Zhicheng Yang and Dong Yu and Changshui Zhang and Xiaodan Liang and Linqi Song}, title = {{CLOMO:} Counterfactual Logical Modification with Large Language Models}, journal = {CoRR}, volume = {abs/2311.17438}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.17438}, doi = {10.48550/ARXIV.2311.17438}, eprinttype = {arXiv}, eprint = {2311.17438}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-17438.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/LiHLZ22, author = {Lei Li and Wenzheng Hu and Jiang Lu and Changshui Zhang}, title = {Leaf vein segmentation with self-supervision}, journal = {Comput. Electron. Agric.}, volume = {203}, pages = {107352}, year = {2022}, url = {https://doi.org/10.1016/j.compag.2022.107352}, doi = {10.1016/J.COMPAG.2022.107352}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cea/LiHLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/finr/ZhangWSZERFX22, author = {Jianwei Zhang and Stefan Wermter and Fuchun Sun and Changshui Zhang and Andreas K. Engel and Brigitte R{\"{o}}der and Xiaolan Fu and Gui Xue}, title = {Editorial: Cross-Modal Learning: Adaptivity, Prediction and Interaction}, journal = {Frontiers Neurorobotics}, volume = {16}, pages = {889911}, year = {2022}, url = {https://doi.org/10.3389/fnbot.2022.889911}, doi = {10.3389/FNBOT.2022.889911}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/finr/ZhangWSZERFX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiangLZJZW22, author = {Jian Liang and Ziqi Liu and Jiayu Zhou and Xiaoqian Jiang and Changshui Zhang and Fei Wang}, title = {Model-Protected Multi-Task Learning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {2}, pages = {1002--1019}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2020.3015859}, doi = {10.1109/TPAMI.2020.3015859}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LiangLZJZW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LuLZ22, author = {Jiang Lu and Lei Li and Changshui Zhang}, title = {Self-Reinforcing Unsupervised Matching}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {8}, pages = {4404--4418}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3061945}, doi = {10.1109/TPAMI.2021.3061945}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LuLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/GuoZ22, author = {Yiwen Guo and Changshui Zhang}, title = {Recent Advances in Large Margin Learning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {10}, pages = {7167--7174}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3091717}, doi = {10.1109/TPAMI.2021.3091717}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/GuoZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/YuZHSZ22, author = {Xintong Yu and Hongming Zhang and Ruixin Hong and Yangqiu Song and Changshui Zhang}, title = {{VD-PCR:} Improving visual dialog with pronoun coreference resolution}, journal = {Pattern Recognit.}, volume = {125}, pages = {108540}, year = {2022}, url = {https://doi.org/10.1016/j.patcog.2022.108540}, doi = {10.1016/J.PATCOG.2022.108540}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/YuZHSZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/HongZYZ22, author = {Ruixin Hong and Hongming Zhang and Xintong Yu and Changshui Zhang}, title = {Learning Event Extraction From a Few Guideline Examples}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {30}, pages = {2955--2967}, year = {2022}, url = {https://doi.org/10.1109/TASLP.2022.3202123}, doi = {10.1109/TASLP.2022.3202123}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/HongZYZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/SunFWZWYZ22, author = {Yiwen Sun and Kun Fu and Zheng Wang and Donghua Zhou and Kailun Wu and Jieping Ye and Changshui Zhang}, title = {CoDriver {ETA:} Combine Driver Information in Estimated Time of Arrival by Driving Style Learning Auxiliary Task}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {23}, number = {5}, pages = {4037--4048}, year = {2022}, url = {https://doi.org/10.1109/TITS.2020.3040386}, doi = {10.1109/TITS.2020.3040386}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tits/SunFWZWYZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/SunHZMFCWWZYTZ22, author = {Yiwen Sun and Wenzheng Hu and Donghua Zhou and Baichuan Mo and Kun Fu and Zhengping Che and Zheng Wang and Shenhao Wang and Jinhua Zhao and Jieping Ye and Jian Tang and Changshui Zhang}, title = {Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {23}, number = {12}, pages = {23231--23243}, year = {2022}, url = {https://doi.org/10.1109/TITS.2022.3200445}, doi = {10.1109/TITS.2022.3200445}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/SunHZMFCWWZYTZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/0020Y00Z0022, author = {Tao Huang and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {GreedyNASv2: Greedier Search with a Greedy Path Filter}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {11892--11901}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01160}, doi = {10.1109/CVPR52688.2022.01160}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/0020Y00Z0022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/SuYXZWQZWX22, author = {Xiu Su and Shan You and Jiyang Xie and Mingkai Zheng and Fei Wang and Chen Qian and Changshui Zhang and Xiao{-}Gang Wang and Chang Xu}, editor = {Shai Avidan and Gabriel J. Brostow and Moustapha Ciss{\'{e}} and Giovanni Maria Farinella and Tal Hassner}, title = {ViTAS: Vision Transformer Architecture Search}, booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {XXI}}, series = {Lecture Notes in Computer Science}, volume = {13681}, pages = {139--157}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-19803-8\_9}, doi = {10.1007/978-3-031-19803-8\_9}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/SuYXZWQZWX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/HuangZHLZ022, author = {Yinya Huang and Hongming Zhang and Ruixin Hong and Xiaodan Liang and Changshui Zhang and Dong Yu}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure}, booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022}, pages = {4698--4724}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.emnlp-main.310}, doi = {10.18653/V1/2022.EMNLP-MAIN.310}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/HuangZHLZ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangSFZ22, author = {Yulu Wang and Yiwen Sun and Lei Fang and Changshui Zhang}, title = {Leveraging Sparse Coding for {EEG} Based Emotion Recognition in Shooting}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022}, pages = {1421--1425}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICASSP43922.2022.9747506}, doi = {10.1109/ICASSP43922.2022.9747506}, timestamp = {Tue, 07 Jun 2022 17:34:47 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangSFZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/XuSYHWQZXWS22, author = {Hongyan Xu and Xiu Su and Shan You and Tao Huang and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu and Dadong Wang and Arcot Sowmya}, title = {Data Agnostic Filter Gating For Efficient Deep Networks}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022}, pages = {3503--3507}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICASSP43922.2022.9746346}, doi = {10.1109/ICASSP43922.2022.9746346}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/XuSYHWQZXWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/CuiLPCZW22, author = {Sen Cui and Jian Liang and Weishen Pan and Kun Chen and Changshui Zhang and Fei Wang}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Collaboration Equilibrium in Federated Learning}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {241--251}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3539237}, doi = {10.1145/3534678.3539237}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/CuiLPCZW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/WuerkaixiZDZ22, author = {Abudukelimu Wuerkaixi and You Zhang and Zhiyao Duan and Changshui Zhang}, title = {Rethinking Audio-Visual Synchronization for Active Speaker Detection}, booktitle = {32nd {IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2022, Xi'an, China, August 22-25, 2022}, pages = {1--6}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/MLSP55214.2022.9943352}, doi = {10.1109/MLSP55214.2022.9943352}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsp/WuerkaixiZDZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mmsp/WuerkaixiYZDZ22, author = {Abudukelimu Wuerkaixi and Kunda Yan and You Zhang and Zhiyao Duan and Changshui Zhang}, title = {DyViSE: Dynamic Vision-Guided Speaker Embedding for Audio-Visual Speaker Diarization}, booktitle = {24th {IEEE} International Workshop on Multimedia Signal Processing, {MMSP} 2022, Shanghai, China, September 26-28, 2022}, pages = {1--6}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/MMSP55362.2022.9948860}, doi = {10.1109/MMSP55362.2022.9948860}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mmsp/WuerkaixiYZDZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/HongZYZ22, author = {Ruixin Hong and Hongming Zhang and Xintong Yu and Changshui Zhang}, editor = {Marine Carpuat and Marie{-}Catherine de Marneffe and Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z}, title = {{METGEN:} {A} Module-Based Entailment Tree Generation Framework for Answer Explanation}, booktitle = {Findings of the Association for Computational Linguistics: {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022}, pages = {1887--1905}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-naacl.145}, doi = {10.18653/V1/2022.FINDINGS-NAACL.145}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/naacl/HongZYZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CuiZL0SZ22, author = {Sen Cui and Jingfeng Zhang and Jian Liang and Bo Han and Masashi Sugiyama and Changshui Zhang}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Synergy-of-Experts: Collaborate to Improve Adversarial Robustness}, 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/d16152d53088ad779ffa634e7bf66166-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CuiZL0SZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-13554, author = {Zhilong Liang and Zhiwei Li and Shuo Zhou and Yiwen Sun and Changshui Zhang and Jinying Yuan}, title = {A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility}, journal = {CoRR}, volume = {abs/2202.13554}, year = {2022}, url = {https://arxiv.org/abs/2202.13554}, eprinttype = {arXiv}, eprint = {2202.13554}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-13554.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-08717, author = {Mingkai Zheng and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {Relational Self-Supervised Learning}, journal = {CoRR}, volume = {abs/2203.08717}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.08717}, doi = {10.48550/ARXIV.2203.08717}, eprinttype = {arXiv}, eprint = {2203.08717}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-08717.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-13714, author = {Xiu Su and Shan You and Jiyang Xie and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Searching for Network Width with Bilaterally Coupled Network}, journal = {CoRR}, volume = {abs/2203.13714}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.13714}, doi = {10.48550/ARXIV.2203.13714}, eprinttype = {arXiv}, eprint = {2203.13714}, timestamp = {Mon, 15 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-13714.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-02593, author = {Ruixin Hong and Hongming Zhang and Xintong Yu and Changshui Zhang}, title = {{METGEN:} {A} Module-Based Entailment Tree Generation Framework for Answer Explanation}, journal = {CoRR}, volume = {abs/2205.02593}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.02593}, doi = {10.48550/ARXIV.2205.02593}, eprinttype = {arXiv}, eprint = {2205.02593}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-02593.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-14693, author = {Xintong Yu and Hongming Zhang and Ruixin Hong and Yangqiu Song and Changshui Zhang}, title = {{VD-PCR:} Improving Visual Dialog with Pronoun Coreference Resolution}, journal = {CoRR}, volume = {abs/2205.14693}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.14693}, doi = {10.48550/ARXIV.2205.14693}, eprinttype = {arXiv}, eprint = {2205.14693}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-14693.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-15495, author = {Peng Dai and Yiqiang Feng and Renliang Weng and Changshui Zhang}, title = {Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking}, journal = {CoRR}, volume = {abs/2205.15495}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.15495}, doi = {10.48550/ARXIV.2205.15495}, eprinttype = {arXiv}, eprint = {2205.15495}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-15495.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-10421, author = {Abudukelimu Wuerkaixi and You Zhang and Zhiyao Duan and Changshui Zhang}, title = {Rethinking Audio-visual Synchronization for Active Speaker Detection}, journal = {CoRR}, volume = {abs/2206.10421}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.10421}, doi = {10.48550/ARXIV.2206.10421}, eprinttype = {arXiv}, eprint = {2206.10421}, timestamp = {Fri, 30 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-10421.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12487, author = {Yinya Huang and Hongming Zhang and Ruixin Hong and Xiaodan Liang and Changshui Zhang and Dong Yu}, title = {MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure}, journal = {CoRR}, volume = {abs/2210.12487}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12487}, doi = {10.48550/ARXIV.2210.12487}, eprinttype = {arXiv}, eprint = {2210.12487}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12487.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cin/ZhangSWCZJCW21, author = {Jie Zhang and Yunxu Shi and Chienkai Wang and Chunmei Cao and Changshui Zhang and Linhong Ji and Jia Cheng and Fangfang Wu}, title = {Preshooting Electroencephalographic Activity of Professional Shooters in a Competitive State}, journal = {Comput. Intell. Neurosci.}, volume = {2021}, pages = {6639865:1--6639865:9}, year = {2021}, url = {https://doi.org/10.1155/2021/6639865}, doi = {10.1155/2021/6639865}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cin/ZhangSWCZJCW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/YanGZ21, author = {Ziang Yan and Yiwen Guo and Changshui Zhang}, title = {Adversarial Margin Maximization Networks}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {4}, pages = {1129--1139}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2019.2948348}, doi = {10.1109/TPAMI.2019.2948348}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/YanGZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/GuoCCZ21, author = {Yiwen Guo and Long Chen and Yurong Chen and Changshui Zhang}, title = {On Connections Between Regularizations for Improving {DNN} Robustness}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {12}, pages = {4469--4476}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2020.3006917}, doi = {10.1109/TPAMI.2020.3006917}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/GuoCCZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/CaoCZ21, author = {Zhong Cao and Sen Cui and Changshui Zhang}, title = {{DCR:} Disentangled component representation for sketch generation}, journal = {Pattern Recognit. Lett.}, volume = {145}, pages = {16--22}, year = {2021}, url = {https://doi.org/10.1016/j.patrec.2021.01.016}, doi = {10.1016/J.PATREC.2021.01.016}, timestamp = {Fri, 23 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/CaoCZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/HuLWWZ21, author = {Wenzheng Hu and Mingyang Li and Zheng Wang and Jianqiang Wang and Changshui Zhang}, title = {DiFNet: Densely High-Frequency Convolutional Neural Networks}, journal = {{IEEE} Signal Process. Lett.}, volume = {28}, pages = {1340--1344}, year = {2021}, url = {https://doi.org/10.1109/LSP.2021.3090944}, doi = {10.1109/LSP.2021.3090944}, timestamp = {Tue, 07 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spl/HuLWWZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/GuoLZZC21, author = {Yiwen Guo and Ming Lu and Wangmeng Zuo and Changshui Zhang and Yurong Chen}, title = {Deep Likelihood Network for Image Restoration With Multiple Degradation Levels}, journal = {{IEEE} Trans. Image Process.}, volume = {30}, pages = {2669--2681}, year = {2021}, url = {https://doi.org/10.1109/TIP.2021.3051767}, doi = {10.1109/TIP.2021.3051767}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/GuoLZZC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/LuJLZ21, author = {Jiang Lu and Sheng Jin and Jian Liang and Changshui Zhang}, title = {Robust Few-Shot Learning for User-Provided Data}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {32}, number = {4}, pages = {1433--1447}, year = {2021}, url = {https://doi.org/10.1109/TNNLS.2020.2984710}, doi = {10.1109/TNNLS.2020.2984710}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/LuJLZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SuY00Z021, author = {Xiu Su and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {BCNet: Searching for Network Width With Bilaterally Coupled Network}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {2175--2184}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Su\_BCNet\_Searching\_for\_Network\_Width\_With\_Bilaterally\_Coupled\_Network\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00221}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/SuY00Z021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/DaiWCZHD21, author = {Peng Dai and Renliang Weng and Wongun Choi and Changshui Zhang and Zhangping He and Wei Ding}, title = {Learning a Proposal Classifier for Multiple Object Tracking}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {2443--2452}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Dai\_Learning\_a\_Proposal\_Classifier\_for\_Multiple\_Object\_Tracking\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00247}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/DaiWCZHD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SuH0Y00Z021, author = {Xiu Su and Tao Huang and Yanxi Li and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Prioritized Architecture Sampling With Monto-Carlo Tree Search}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {10968--10977}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Su\_Prioritized\_Architecture\_Sampling\_With\_Monto-Carlo\_Tree\_Search\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.01082}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/SuH0Y00Z021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/YuZSZX021, author = {Xintong Yu and Hongming Zhang and Yangqiu Song and Changshui Zhang and Kun Xu and Dong Yu}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {Exophoric Pronoun Resolution in Dialogues with Topic Regularization}, booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021}, pages = {3832--3845}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.emnlp-main.311}, doi = {10.18653/V1/2021.EMNLP-MAIN.311}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/YuZSZX021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fie/RenZ21, author = {Yanpin Ren and Changshui Zhang}, title = {A Trans-regional Online and Offline Fusion Lab Teaching Practice Through Cross-university Cooperation}, booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2021, Lincoln, NE, USA, October 13-16, 2021}, pages = {1--5}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/FIE49875.2021.9637196}, doi = {10.1109/FIE49875.2021.9637196}, timestamp = {Wed, 29 Dec 2021 09:45:46 +0100}, biburl = {https://dblp.org/rec/conf/fie/RenZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SunWF0YZY21, author = {Yiwen Sun and Yulu Wang and Kun Fu and Zheng Wang and Ziang Yan and Changshui Zhang and Jieping Ye}, title = {{FMA-ETA:} Estimating Travel Time Entirely Based on {FFN} with Attention}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {3355--3359}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414054}, doi = {10.1109/ICASSP39728.2021.9414054}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/SunWF0YZY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/Zheng0Y0Z0021, author = {Mingkai Zheng and Fei Wang and Shan You and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {Weakly Supervised Contrastive Learning}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {10022--10031}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00989}, doi = {10.1109/ICCV48922.2021.00989}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/Zheng0Y0Z0021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/SongLYY00Z021, author = {Yuru Song and Zan Lou and Shan You and Erkun Yang and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang}, title = {Learning with Privileged Tasks}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {10665--10674}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.01051}, doi = {10.1109/ICCV48922.2021.01051}, timestamp = {Fri, 11 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/SongLYY00Z021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SuYH00Z021, author = {Xiu Su and Shan You and Tao Huang and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Locally Free Weight Sharing for Network Width Search}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=S0UdquAnr9k}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SuYH00Z021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YanGLZ21, author = {Ziang Yan and Yiwen Guo and Jian Liang and Changshui Zhang}, title = {Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial Examples}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=pzpytjk3Xb2}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YanGLZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SuYZ00Z021, author = {Xiu Su and Shan You and Mingkai Zheng and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, editor = {Marina Meila and Tong Zhang}, title = {K-shot {NAS:} Learnable Weight-Sharing for {NAS} with K-shot Supernets}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {9880--9890}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/su21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SuYZ00Z021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/WuerkaixiBDZ21, author = {Abudukelimu Wuerkaixi and Christodoulos Benetatos and Zhiyao Duan and Changshui Zhang}, editor = {Jin Ha Lee and Alexander Lerch and Zhiyao Duan and Juhan Nam and Preeti Rao and Peter van Kranenburg and Ajay Srinivasamurthy}, title = {CollageNet: Fusing arbitrary melody and accompaniment into a coherent song}, booktitle = {Proceedings of the 22nd International Society for Music Information Retrieval Conference, {ISMIR} 2021, Online, November 7-12, 2021}, pages = {786--793}, year = {2021}, url = {https://archives.ismir.net/ismir2021/paper/000098.pdf}, timestamp = {Mon, 06 Dec 2021 13:55:26 +0100}, biburl = {https://dblp.org/rec/conf/ismir/WuerkaixiBDZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/CuiPZW21, author = {Sen Cui and Weishen Pan and Changshui Zhang and Fei Wang}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {207--217}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3467251}, doi = {10.1145/3447548.3467251}, timestamp = {Wed, 18 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/CuiPZW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PanC0Z021, author = {Weishen Pan and Sen Cui and Jiang Bian and Changshui Zhang and Fei Wang}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {1287--1297}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3467258}, doi = {10.1145/3447548.3467258}, timestamp = {Mon, 16 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/PanC0Z021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YouXWZ21, author = {Shan You and Chang Xu and Fei Wang and Changshui Zhang}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Workshop on Model Mining}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {4177--4178}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3469471}, doi = {10.1145/3447548.3469471}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/YouXWZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhengYWQZWX21, author = {Mingkai Zheng and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {ReSSL: Relational Self-Supervised Learning with Weak Augmentation}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {2543--2555}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/14c4f36143b4b09cbc320d7c95a50ee7-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhengYWQZWX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CuiPLZW21, author = {Sen Cui and Weishen Pan and Jian Liang and Changshui Zhang and Fei Wang}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Addressing Algorithmic Disparity and Performance Inconsistency in Federated 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 = {26091--26102}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/db8e1af0cb3aca1ae2d0018624204529-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/CuiPLZW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2021-1, editor = {Huimin Ma and Liang Wang and Changshui Zhang and Fei Wu and Tieniu Tan and Yaonan Wang and Jianhuang Lai and Yao Zhao}, title = {Pattern Recognition and Computer Vision - 4th Chinese Conference, {PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13019}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-88004-0}, doi = {10.1007/978-3-030-88004-0}, isbn = {978-3-030-88003-3}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prcv/2021-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2021-2, editor = {Huimin Ma and Liang Wang and Changshui Zhang and Fei Wu and Tieniu Tan and Yaonan Wang and Jianhuang Lai and Yao Zhao}, title = {Pattern Recognition and Computer Vision - 4th Chinese Conference, {PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {13020}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-88007-1}, doi = {10.1007/978-3-030-88007-1}, isbn = {978-3-030-88006-4}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prcv/2021-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2021-3, editor = {Huimin Ma and Liang Wang and Changshui Zhang and Fei Wu and Tieniu Tan and Yaonan Wang and Jianhuang Lai and Yao Zhao}, title = {Pattern Recognition and Computer Vision - 4th Chinese Conference, {PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {13021}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-88010-1}, doi = {10.1007/978-3-030-88010-1}, isbn = {978-3-030-88009-5}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prcv/2021-3.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2021-4, editor = {Huimin Ma and Liang Wang and Changshui Zhang and Fei Wu and Tieniu Tan and Yaonan Wang and Jianhuang Lai and Yao Zhao}, title = {Pattern Recognition and Computer Vision - 4th Chinese Conference, {PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {13022}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-88013-2}, doi = {10.1007/978-3-030-88013-2}, isbn = {978-3-030-88012-5}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prcv/2021-4.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-03539, author = {Haipeng Zhang and Zhong Cao and Ziang Yan and Changshui Zhang}, title = {Sill-Net: Feature Augmentation with Separated Illumination Representation}, journal = {CoRR}, volume = {abs/2102.03539}, year = {2021}, url = {https://arxiv.org/abs/2102.03539}, eprinttype = {arXiv}, eprint = {2102.03539}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-03539.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-05258, author = {Xiu Su and Shan You and Tao Huang and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Locally Free Weight Sharing for Network Width Search}, journal = {CoRR}, volume = {abs/2102.05258}, year = {2021}, url = {https://arxiv.org/abs/2102.05258}, eprinttype = {arXiv}, eprint = {2102.05258}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-05258.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-07889, author = {Peng Dai and Renliang Weng and Wongun Choi and Changshui Zhang and Zhangping He and Wei Ding}, title = {Learning a Proposal Classifier for Multiple Object Tracking}, journal = {CoRR}, volume = {abs/2103.07889}, year = {2021}, url = {https://arxiv.org/abs/2103.07889}, eprinttype = {arXiv}, eprint = {2103.07889}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-07889.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-11922, author = {Xiu Su and Tao Huang and Yanxi Li and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Prioritized Architecture Sampling with Monto-Carlo Tree Search}, journal = {CoRR}, volume = {abs/2103.11922}, year = {2021}, url = {https://arxiv.org/abs/2103.11922}, eprinttype = {arXiv}, eprint = {2103.11922}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-11922.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-13598, author = {Yiwen Guo and Changshui Zhang}, title = {Recent Advances in Large Margin Learning}, journal = {CoRR}, volume = {abs/2103.13598}, year = {2021}, url = {https://arxiv.org/abs/2103.13598}, eprinttype = {arXiv}, eprint = {2103.13598}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-13598.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-10533, author = {Xiu Su and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {BCNet: Searching for Network Width with Bilaterally Coupled Network}, journal = {CoRR}, volume = {abs/2105.10533}, year = {2021}, url = {https://arxiv.org/abs/2105.10533}, eprinttype = {arXiv}, eprint = {2105.10533}, timestamp = {Mon, 31 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-10533.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-14171, author = {Weishen Pan and Changshui Zhang}, title = {The Definitions of Interpretability and Learning of Interpretable Models}, journal = {CoRR}, volume = {abs/2105.14171}, year = {2021}, url = {https://arxiv.org/abs/2105.14171}, eprinttype = {arXiv}, eprint = {2105.14171}, timestamp = {Wed, 02 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-14171.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-06442, author = {Xiu Su and Shan You and Mingkai Zheng and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {K-shot {NAS:} Learnable Weight-Sharing for {NAS} with K-shot Supernets}, journal = {CoRR}, volume = {abs/2106.06442}, year = {2021}, url = {https://arxiv.org/abs/2106.06442}, eprinttype = {arXiv}, eprint = {2106.06442}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-06442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-13700, author = {Xiu Su and Shan You and Jiyang Xie and Mingkai Zheng and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {Vision Transformer Architecture Search}, journal = {CoRR}, volume = {abs/2106.13700}, year = {2021}, url = {https://arxiv.org/abs/2106.13700}, eprinttype = {arXiv}, eprint = {2106.13700}, timestamp = {Tue, 06 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-13700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-09282, author = {Mingkai Zheng and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {ReSSL: Relational Self-Supervised Learning with Weak Augmentation}, journal = {CoRR}, volume = {abs/2107.09282}, year = {2021}, url = {https://arxiv.org/abs/2107.09282}, eprinttype = {arXiv}, eprint = {2107.09282}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-09282.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-12585, author = {Song Tang and Yan Yang and Zhiyuan Ma and Norman Hendrich and Fanyu Zeng and Shuzhi Sam Ge and Changshui Zhang and Jianwei Zhang}, title = {Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation}, journal = {CoRR}, volume = {abs/2107.12585}, year = {2021}, url = {https://arxiv.org/abs/2107.12585}, eprinttype = {arXiv}, eprint = {2107.12585}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-12585.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-05335, author = {Weishen Pan and Sen Cui and Jiang Bian and Changshui Zhang and Fei Wang}, title = {Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition}, journal = {CoRR}, volume = {abs/2108.05335}, year = {2021}, url = {https://arxiv.org/abs/2108.05335}, eprinttype = {arXiv}, eprint = {2108.05335}, timestamp = {Wed, 18 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-05335.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-07926, author = {Sen Cui and Jian Liang and Weishen Pan and Kun Chen and Changshui Zhang and Fei Wang}, title = {Learning to Collaborate}, journal = {CoRR}, volume = {abs/2108.07926}, year = {2021}, url = {https://arxiv.org/abs/2108.07926}, eprinttype = {arXiv}, eprint = {2108.07926}, timestamp = {Mon, 23 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-07926.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-08435, author = {Sen Cui and Weishen Pan and Jian Liang and Changshui Zhang and Fei Wang}, title = {Fair and Consistent Federated Learning}, journal = {CoRR}, volume = {abs/2108.08435}, year = {2021}, url = {https://arxiv.org/abs/2108.08435}, eprinttype = {arXiv}, eprint = {2108.08435}, timestamp = {Sat, 11 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-08435.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04787, author = {Xintong Yu and Hongming Zhang and Yangqiu Song and Changshui Zhang and Kun Xu and Dong Yu}, title = {Exophoric Pronoun Resolution in Dialogues with Topic Regularization}, journal = {CoRR}, volume = {abs/2109.04787}, year = {2021}, url = {https://arxiv.org/abs/2109.04787}, eprinttype = {arXiv}, eprint = {2109.04787}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04787.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-06037, author = {Weishen Pan and Sen Cui and Hongyi Wen and Kun Chen and Changshui Zhang and Fei Wang}, title = {Correcting the User Feedback-Loop Bias for Recommendation Systems}, journal = {CoRR}, volume = {abs/2109.06037}, year = {2021}, url = {https://arxiv.org/abs/2109.06037}, eprinttype = {arXiv}, eprint = {2109.06037}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-06037.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-04770, author = {Mingkai Zheng and Fei Wang and Shan You and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {Weakly Supervised Contrastive Learning}, journal = {CoRR}, volume = {abs/2110.04770}, year = {2021}, url = {https://arxiv.org/abs/2110.04770}, eprinttype = {arXiv}, eprint = {2110.04770}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-04770.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-10921, author = {Wenzheng Hu and Ning Liu and Zhengping Che and Mingyang Li and Jian Tang and Changshui Zhang and Jianqiang Wang}, title = {{CATRO:} Channel Pruning via Class-Aware Trace Ratio Optimization}, journal = {CoRR}, volume = {abs/2110.10921}, year = {2021}, url = {https://arxiv.org/abs/2110.10921}, eprinttype = {arXiv}, eprint = {2110.10921}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-10921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-12609, author = {Tao Huang and Shan You and Fei Wang and Chen Qian and Changshui Zhang and Xiaogang Wang and Chang Xu}, title = {GreedyNASv2: Greedier Search with a Greedy Path Filter}, journal = {CoRR}, volume = {abs/2111.12609}, year = {2021}, url = {https://arxiv.org/abs/2111.12609}, eprinttype = {arXiv}, eprint = {2111.12609}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-12609.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-10985, author = {Ziang Li and Kailun Wu and Yiwen Guo and Changshui Zhang}, title = {Learned {ISTA} with Error-based Thresholding for Adaptive Sparse Coding}, journal = {CoRR}, volume = {abs/2112.10985}, year = {2021}, url = {https://arxiv.org/abs/2112.10985}, eprinttype = {arXiv}, eprint = {2112.10985}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-10985.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-11018, author = {Ziang Li and Yiwen Guo and Haodi Liu and Changshui Zhang}, title = {A Theoretical View of Linear Backpropagation and Its Convergence}, journal = {CoRR}, volume = {abs/2112.11018}, year = {2021}, url = {https://arxiv.org/abs/2112.11018}, eprinttype = {arXiv}, eprint = {2112.11018}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-11018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/finr/MiLKTLZ020, author = {Jinpeng Mi and Hongzhuo Liang and Nikolaos Katsakis and Song Tang and Qingdu Li and Changshui Zhang and Jianwei Zhang}, title = {Intention-Related Natural Language Grounding via Object Affordance Detection and Intention Semantic Extraction}, journal = {Frontiers Neurorobotics}, volume = {14}, pages = {26}, year = {2020}, url = {https://doi.org/10.3389/fnbot.2020.00026}, doi = {10.3389/FNBOT.2020.00026}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/finr/MiLKTLZ020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/CaoLCZ20, author = {Zhong Cao and Jiang Lu and Sen Cui and Changshui Zhang}, title = {Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding}, journal = {Pattern Recognit.}, volume = {107}, pages = {107488}, year = {2020}, url = {https://doi.org/10.1016/j.patcog.2020.107488}, doi = {10.1016/J.PATCOG.2020.107488}, timestamp = {Fri, 28 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/CaoLCZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/CuiCPZW20, author = {Runpeng Cui and Zhong Cao and Weishen Pan and Changshui Zhang and Jianqiang Wang}, title = {Deep Gesture Video Generation With Learning on Regions of Interest}, journal = {{IEEE} Trans. Multim.}, volume = {22}, number = {10}, pages = {2551--2563}, year = {2020}, url = {https://doi.org/10.1109/TMM.2019.2960700}, doi = {10.1109/TMM.2019.2960700}, timestamp = {Tue, 06 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/CuiCPZW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/HuJLZ20, author = {Wenzheng Hu and Junqi Jin and Tie{-}Yan Liu and Changshui Zhang}, title = {Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {9}, pages = {3215--3229}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2939157}, doi = {10.1109/TNNLS.2019.2939157}, timestamp = {Sun, 11 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/HuJLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WuGZ20, author = {Kailun Wu and Yiwen Guo and Changshui Zhang}, title = {Compressing Deep Neural Networks With Sparse Matrix Factorization}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {10}, pages = {3828--3838}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2946636}, doi = {10.1109/TNNLS.2019.2946636}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/WuGZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JiangJDZ20, author = {Nan Jiang and Sheng Jin and Zhiyao Duan and Changshui Zhang}, title = {RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {710--718}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i01.5413}, doi = {10.1609/AAAI.V34I01.5413}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JiangJDZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TangYXH0SXZ20, author = {Yehui Tang and Shan You and Chang Xu and Jin Han and Chen Qian and Boxin Shi and Chao Xu and Changshui Zhang}, title = {Reborn Filters: Pruning Convolutional Neural Networks with Limited Data}, 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 = {5972--5980}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6058}, doi = {10.1609/AAAI.V34I04.6058}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TangYXH0SXZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/YouHYWQZ20, author = {Shan You and Tao Huang and Mingmin Yang and Fei Wang and Chen Qian and Changshui Zhang}, title = {GreedyNAS: Towards Fast One-Shot {NAS} With Greedy Supernet}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {1996--2005}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/You\_GreedyNAS\_Towards\_Fast\_One-Shot\_NAS\_With\_Greedy\_Supernet\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00207}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/YouHYWQZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Liu0HCXZ020, author = {Jinlin Liu and Yuan Yao and Wendi Hou and Miaomiao Cui and Xuansong Xie and Changshui Zhang and Xian{-}Sheng Hua}, title = {Boosting Semantic Human Matting With Coarse Annotations}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {8560--8569}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Liu\_Boosting\_Semantic\_Human\_Matting\_With\_Coarse\_Annotations\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00859}, timestamp = {Mon, 30 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/Liu0HCXZ020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiL0Z20, author = {Tianhong Li and Jianguo Li and Zhuang Liu and Changshui Zhang}, title = {Few Sample Knowledge Distillation for Efficient Network Compression}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {14627--14635}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Li\_Few\_Sample\_Knowledge\_Distillation\_for\_Efficient\_Network\_Compression\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.01465}, timestamp = {Mon, 30 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiL0Z20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fie/RenZYZ20, author = {Yanpin Ren and Qing Zhuo and Yi Yang and Changshui Zhang}, title = {An Overview of Signal Processing Engineering Education in China}, booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2020, Uppsala, Sweden, October 21-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/FIE44824.2020.9273952}, doi = {10.1109/FIE44824.2020.9273952}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fie/RenZYZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangWZ20, author = {Yulu Wang and Kailun Wu and Changshui Zhang}, title = {Adversarial Attacks on Deep Unfolded Networks for Sparse Coding}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {5974--5978}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9054671}, doi = {10.1109/ICASSP40776.2020.9054671}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangWZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WuGLZ20, author = {Kailun Wu and Yiwen Guo and Ziang Li and Changshui Zhang}, title = {Sparse Coding with Gated Learned {ISTA}}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=BygPO2VKPH}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WuGLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChuZST20, author = {Dejun Chu and Changshui Zhang and Shiliang Sun and Qing Tao}, title = {Semismooth Newton Algorithm for Efficient Projections onto {\(\mathscr{l}\)}\({}_{\mbox{1, {\(\infty\)}}}\)-norm Ball}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {1974--1983}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/chu20b.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ChuZST20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/SunFWZY20, author = {Yiwen Sun and Kun Fu and Zheng Wang and Changshui Zhang and Jieping Ye}, title = {Road Network Metric Learning for Estimated Time of Arrival}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {1820--1827}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412145}, doi = {10.1109/ICPR48806.2021.9412145}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/SunFWZY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/SunWFWZY20, author = {Yiwen Sun and Yulu Wang and Kun Fu and Zheng Wang and Changshui Zhang and Jieping Ye}, title = {Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {3483--3490}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412506}, doi = {10.1109/ICPR48806.2021.9412506}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/SunWFWZY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/HuLYZW20, author = {Wenzheng Hu and Mingyang Li and Changhe Yuan and Changshui Zhang and Jianqiang Wang}, title = {Diversity in Neural Architecture Search}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9206793}, doi = {10.1109/IJCNN48605.2020.9206793}, timestamp = {Wed, 06 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/HuLYZW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DuYLW00Z20, author = {Shangchen Du and Shan You and Xiaojie Li and Jianlong Wu and Fei Wang and Chen Qian and Changshui Zhang}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space}, 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/91c77393975889bd08f301c9e13a44b7-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DuYLW00Z20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Jiang0DZ20, author = {Nan Jiang and Sheng Jin and Zhiyao Duan and Changshui Zhang}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {When Counterpoint Meets Chinese Folk Melodies}, 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/bae876e53dab654a3d9d9768b1b7b91a-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Jiang0DZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-03082, author = {Nan Jiang and Sheng Jin and Zhiyao Duan and Changshui Zhang}, title = {RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/2002.03082}, year = {2020}, url = {https://arxiv.org/abs/2002.03082}, eprinttype = {arXiv}, eprint = {2002.03082}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-03082.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-11236, author = {Shan You and Tao Huang and Mingmin Yang and Fei Wang and Chen Qian and Changshui Zhang}, title = {GreedyNAS: Towards Fast One-Shot {NAS} with Greedy Supernet}, journal = {CoRR}, volume = {abs/2003.11236}, year = {2020}, url = {https://arxiv.org/abs/2003.11236}, eprinttype = {arXiv}, eprint = {2003.11236}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-11236.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-04955, author = {Jinlin Liu and Yuan Yao and Wendi Hou and Miaomiao Cui and Xuansong Xie and Changshui Zhang and Xian{-}Sheng Hua}, title = {Boosting Semantic Human Matting with Coarse Annotations}, journal = {CoRR}, volume = {abs/2004.04955}, year = {2020}, url = {https://arxiv.org/abs/2004.04955}, eprinttype = {arXiv}, eprint = {2004.04955}, timestamp = {Wed, 15 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-04955.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-10958, author = {Yiwen Sun and Yulu Wang and Kun Fu and Zheng Wang and Changshui Zhang and Jieping Ye}, title = {Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting}, journal = {CoRR}, volume = {abs/2004.10958}, year = {2020}, url = {https://arxiv.org/abs/2004.10958}, eprinttype = {arXiv}, eprint = {2004.10958}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-10958.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-04069, author = {Yiwen Sun and Yulu Wang and Kun Fu and Zheng Wang and Changshui Zhang and Jieping Ye}, title = {Fusion Recurrent Neural Network}, journal = {CoRR}, volume = {abs/2006.04069}, year = {2020}, url = {https://arxiv.org/abs/2006.04069}, eprinttype = {arXiv}, eprint = {2006.04069}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-04069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-04077, author = {Yiwen Sun and Yulu Wang and Kun Fu and Zheng Wang and Ziang Yan and Changshui Zhang and Jieping Ye}, title = {{FMA-ETA:} Estimating Travel Time Entirely Based on {FFN} With Attention}, journal = {CoRR}, volume = {abs/2006.04077}, year = {2020}, url = {https://arxiv.org/abs/2006.04077}, eprinttype = {arXiv}, eprint = {2006.04077}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-04077.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-08267, author = {Sen Cui and Weishen Pan and Changshui Zhang and Fei Wang}, title = {xOrder: {A} Model Agnostic Post-Processing Framework for Achieving Ranking Fairness While Maintaining Algorithm Utility}, journal = {CoRR}, volume = {abs/2006.08267}, year = {2020}, url = {https://arxiv.org/abs/2006.08267}, eprinttype = {arXiv}, eprint = {2006.08267}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-08267.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-13477, author = {Yiwen Sun and Kun Fu and Zheng Wang and Changshui Zhang and Jieping Ye}, title = {Road Network Metric Learning for Estimated Time of Arrival}, journal = {CoRR}, volume = {abs/2006.13477}, year = {2020}, url = {https://arxiv.org/abs/2006.13477}, eprinttype = {arXiv}, eprint = {2006.13477}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-13477.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-02209, author = {Yiwen Guo and Long Chen and Yurong Chen and Changshui Zhang}, title = {On Connections between Regularizations for Improving {DNN} Robustness}, journal = {CoRR}, volume = {abs/2007.02209}, year = {2020}, url = {https://arxiv.org/abs/2007.02209}, eprinttype = {arXiv}, eprint = {2007.02209}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-02209.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-02653, author = {Jiang Lu and Pinghua Gong and Jieping Ye and Changshui Zhang}, title = {Learning from Very Few Samples: {A} Survey}, journal = {CoRR}, volume = {abs/2009.02653}, year = {2020}, url = {https://arxiv.org/abs/2009.02653}, eprinttype = {arXiv}, eprint = {2009.02653}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-02653.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-05430, author = {Jian Liang and Kun Chen and Ming Lin and Changshui Zhang and Fei Wang}, title = {Robust Finite Mixture Regression for Heterogeneous Targets}, journal = {CoRR}, volume = {abs/2010.05430}, year = {2020}, url = {https://arxiv.org/abs/2010.05430}, eprinttype = {arXiv}, eprint = {2010.05430}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-05430.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-13490, author = {Yuhai Song and Zhong Cao and Kailun Wu and Ziang Yan and Changshui Zhang}, title = {Learning Fast Approximations of Sparse Nonlinear Regression}, journal = {CoRR}, volume = {abs/2010.13490}, year = {2020}, url = {https://arxiv.org/abs/2010.13490}, eprinttype = {arXiv}, eprint = {2010.13490}, timestamp = {Mon, 02 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-13490.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-15041, author = {Xiu Su and Shan You and Tao Huang and Hongyan Xu and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu}, title = {Data Agnostic Filter Gating for Efficient Deep Networks}, journal = {CoRR}, volume = {abs/2010.15041}, year = {2020}, url = {https://arxiv.org/abs/2010.15041}, eprinttype = {arXiv}, eprint = {2010.15041}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-15041.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-08367, author = {Mingjie Sun and Jianguo Li and Changshui Zhang}, title = {Extreme Value Preserving Networks}, journal = {CoRR}, volume = {abs/2011.08367}, year = {2020}, url = {https://arxiv.org/abs/2011.08367}, eprinttype = {arXiv}, eprint = {2011.08367}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-08367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09300, author = {Tao Huang and Shan You and Yibo Yang and Zhuozhuo Tu and Fei Wang and Chen Qian and Changshui Zhang}, title = {Explicitly Learning Topology for Differentiable Neural Architecture Search}, journal = {CoRR}, volume = {abs/2011.09300}, year = {2020}, url = {https://arxiv.org/abs/2011.09300}, eprinttype = {arXiv}, eprint = {2011.09300}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/finr/DengGFSZZ19, author = {Zhen Deng and Ge Gao and Simone Frintrop and Fuchun Sun and Changshui Zhang and Jianwei Zhang}, title = {Attention Based Visual Analysis for Fast Grasp Planning With a Multi-Fingered Robotic Hand}, journal = {Frontiers Neurorobotics}, volume = {13}, pages = {60}, year = {2019}, url = {https://doi.org/10.3389/fnbot.2019.00060}, doi = {10.3389/FNBOT.2019.00060}, timestamp = {Mon, 18 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/finr/DengGFSZZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/JiangJZ19, author = {Nan Jiang and Sheng Jin and Changshui Zhang}, title = {Hierarchical automatic curriculum learning: Converting a sparse reward navigation task into dense reward}, journal = {Neurocomputing}, volume = {360}, pages = {265--278}, year = {2019}, url = {https://doi.org/10.1016/j.neucom.2019.06.024}, doi = {10.1016/J.NEUCOM.2019.06.024}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/JiangJZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/LuDZ19, author = {Rui Lu and Zhiyao Duan and Changshui Zhang}, title = {Audio-Visual Deep Clustering for Speech Separation}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {27}, number = {11}, pages = {1697--1712}, year = {2019}, url = {https://doi.org/10.1109/TASLP.2019.2928140}, doi = {10.1109/TASLP.2019.2928140}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/LuDZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/CuiLZ19, author = {Runpeng Cui and Hu Liu and Changshui Zhang}, title = {A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training}, journal = {{IEEE} Trans. Multim.}, volume = {21}, number = {7}, pages = {1880--1891}, year = {2019}, url = {https://doi.org/10.1109/TMM.2018.2889563}, doi = {10.1109/TMM.2018.2889563}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/CuiLZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ChangSZ19, author = {Daqing Chang and Shiliang Sun and Changshui Zhang}, title = {An Accelerated Linearly Convergent Stochastic {L-BFGS} Algorithm}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {30}, number = {11}, pages = {3338--3346}, year = {2019}, url = {https://doi.org/10.1109/TNNLS.2019.2891088}, doi = {10.1109/TNNLS.2019.2891088}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ChangSZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/YuZSSZ19, author = {Xintong Yu and Hongming Zhang and Yangqiu Song and Yan Song and Changshui Zhang}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {5122--5131}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1516}, doi = {10.18653/V1/D19-1516}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/YuZSSZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/YuGFLZZ19, author = {Xintong Yu and Tszhang Guo and Kun Fu and Lei Li and Changshui Zhang and Jianwei Zhang}, title = {Image Captioning with Partially Rewarded Imitation Learning}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pages = {1--8}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IJCNN.2019.8851721}, doi = {10.1109/IJCNN.2019.8851721}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/YuGFLZZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GuoYZ19, author = {Yiwen Guo and Ziang Yan and Changshui Zhang}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {3820--3829}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/2cad8fa47bbef282badbb8de5374b894-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GuoYZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-09105, author = {Yiwen Guo and Wangmeng Zuo and Changshui Zhang and Yurong Chen}, title = {Deep Likelihood Network for Image Restoration with Multiple Degradations}, journal = {CoRR}, volume = {abs/1904.09105}, year = {2019}, url = {http://arxiv.org/abs/1904.09105}, eprinttype = {arXiv}, eprint = {1904.09105}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-09105.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-04392, author = {Ziang Yan and Yiwen Guo and Changshui Zhang}, title = {Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks}, journal = {CoRR}, volume = {abs/1906.04392}, year = {2019}, url = {http://arxiv.org/abs/1906.04392}, eprinttype = {arXiv}, eprint = {1906.04392}, timestamp = {Fri, 14 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-04392.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-00421, author = {Xintong Yu and Hongming Zhang and Yangqiu Song and Yan Song and Changshui Zhang}, title = {What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues}, journal = {CoRR}, volume = {abs/1909.00421}, year = {2019}, url = {http://arxiv.org/abs/1909.00421}, eprinttype = {arXiv}, eprint = {1909.00421}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-00421.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-04138, author = {Jiang Lu and Lei Li and Changshui Zhang}, title = {Self-reinforcing Unsupervised Matching}, journal = {CoRR}, volume = {abs/1909.04138}, year = {2019}, url = {http://arxiv.org/abs/1909.04138}, eprinttype = {arXiv}, eprint = {1909.04138}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-04138.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-05916, author = {Ziang Yan and Yiwen Guo and Changshui Zhang}, title = {Adversarial Margin Maximization Networks}, journal = {CoRR}, volume = {abs/1911.05916}, year = {2019}, url = {http://arxiv.org/abs/1911.05916}, eprinttype = {arXiv}, eprint = {1911.05916}, timestamp = {Mon, 02 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-05916.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/LiangCLZW18, author = {Jian Liang and Kun Chen and Ming Lin and Changshui Zhang and Fei Wang}, title = {Robust finite mixture regression for heterogeneous targets}, journal = {Data Min. Knowl. Discov.}, volume = {32}, number = {6}, pages = {1509--1560}, year = {2018}, url = {https://doi.org/10.1007/s10618-018-0564-z}, doi = {10.1007/S10618-018-0564-Z}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/LiangCLZW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/YanHZ18, author = {Chengzhe Yan and Jie Hu and Changshui Zhang}, title = {Deep transformer: {A} framework for 2D text image rectification from planar transformations}, journal = {Neurocomputing}, volume = {289}, pages = {32--43}, year = {2018}, url = {https://doi.org/10.1016/j.neucom.2018.02.015}, doi = {10.1016/J.NEUCOM.2018.02.015}, timestamp = {Thu, 06 Dec 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/YanHZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ma/LuoLLWZDC18, author = {Chongliang Luo and Jian Liang and Gen Li and Fei Wang and Changshui Zhang and Dipak K. Dey and Kun Chen}, title = {Leveraging mixed and incomplete outcomes via reduced-rank modeling}, journal = {J. Multivar. Anal.}, volume = {167}, pages = {378--394}, year = {2018}, url = {https://doi.org/10.1016/j.jmva.2018.04.011}, doi = {10.1016/J.JMVA.2018.04.011}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ma/LuoLLWZDC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LuLYMZ18, author = {Jiang Lu and Jin Li and Ziang Yan and Fenghua Mei and Changshui Zhang}, title = {Attribute-Based Synthetic Network (ABS-Net): Learning more from pseudo feature representations}, journal = {Pattern Recognit.}, volume = {80}, pages = {129--142}, year = {2018}, url = {https://doi.org/10.1016/j.patcog.2018.03.006}, doi = {10.1016/J.PATCOG.2018.03.006}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LuLYMZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/YanWZ18, author = {Chengzhe Yan and Kailun Wu and Changshui Zhang}, title = {A New Anchor-Labeling Method For Oriented Text Detection Using Dense Detection Framework}, journal = {{IEEE} Signal Process. Lett.}, volume = {25}, number = {9}, pages = {1295--1299}, year = {2018}, url = {https://doi.org/10.1109/LSP.2018.2852954}, doi = {10.1109/LSP.2018.2852954}, timestamp = {Sat, 11 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/YanWZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/LuDZ18, author = {Rui Lu and Zhiyao Duan and Changshui Zhang}, title = {Listen and Look: Audio-Visual Matching Assisted Speech Source Separation}, journal = {{IEEE} Signal Process. Lett.}, volume = {25}, number = {9}, pages = {1315--1319}, year = {2018}, url = {https://doi.org/10.1109/LSP.2018.2853566}, doi = {10.1109/LSP.2018.2853566}, timestamp = {Thu, 13 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/LuDZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/Zhang18, author = {Changshui Zhang}, title = {Top Downloads in {IEEE} Xplore [Reader's Choice]}, journal = {{IEEE} Signal Process. Mag.}, volume = {35}, number = {4}, pages = {8--10}, year = {2018}, url = {https://doi.org/10.1109/MSP.2018.2826088}, doi = {10.1109/MSP.2018.2826088}, timestamp = {Tue, 10 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/Zhang18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ChangLZ18, author = {Daqing Chang and Ming Lin and Changshui Zhang}, title = {On the Generalization Ability of Online Gradient Descent Algorithm Under the Quadratic Growth Condition}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {10}, pages = {5008--5019}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2017.2764960}, doi = {10.1109/TNNLS.2017.2764960}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ChangLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/FuLJZ18, author = {Kun Fu and Jin Li and Junqi Jin and Changshui Zhang}, title = {Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {12}, pages = {5910--5921}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2018.2813306}, doi = {10.1109/TNNLS.2018.2813306}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/FuLJZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ChuLLYZT18, author = {Dejun Chu and Rui Lu and Jin Li and Xintong Yu and Changshui Zhang and Qing Tao}, title = {Optimizing Top-k Multiclass {SVM} via Semismooth Newton Algorithm}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {12}, pages = {6264--6275}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2018.2826039}, doi = {10.1109/TNNLS.2018.2826039}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ChuLLYZT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LuDZ18, author = {Rui Lu and Zhiyao Duan and Changshui Zhang}, title = {Multi-Scale Recurrent Neural Network for Sound Event Detection}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {131--135}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8462006}, doi = {10.1109/ICASSP.2018.8462006}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LuDZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/WuZ18, author = {Kailun Wu and Changshui Zhang}, title = {Deep Generative Adversarial Networks for the Sparse Signal Denoising}, booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018, Beijing, China, August 20-24, 2018}, pages = {1127--1132}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICPR.2018.8546246}, doi = {10.1109/ICPR.2018.8546246}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/WuZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/LuCWZZ18, author = {Jiang Lu and Zhong Cao and Kailun Wu and Gang Zhang and Changshui Zhang}, editor = {Lefteri H. Tsoukalas and {\'{E}}ric Gr{\'{e}}goire and Miltiadis Alamaniotis}, title = {Boosting Few-Shot Image Recognition Via Domain Alignment Prototypical Networks}, booktitle = {{IEEE} 30th International Conference on Tools with Artificial Intelligence, {ICTAI} 2018, 5-7 November 2018, Volos, Greece}, pages = {260--264}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICTAI.2018.00048}, doi = {10.1109/ICTAI.2018.00048}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/LuCWZZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GuoZZC18, author = {Yiwen Guo and Chao Zhang and Changshui Zhang and Yurong Chen}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Sparse DNNs with Improved Adversarial Robustness}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {240--249}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/4c5bde74a8f110656874902f07378009-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GuoZZC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YanGZ18, author = {Ziang Yan and Yiwen Guo and Changshui Zhang}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Deep Defense: Training DNNs with Improved Adversarial Robustness}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {417--426}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/8f121ce07d74717e0b1f21d122e04521-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YanGZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuJZ18, author = {Hu Liu and Sheng Jin and Changshui Zhang}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Connectionist Temporal Classification with Maximum Entropy Regularization}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {839--849}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/e44fea3bec53bcea3b7513ccef5857ac-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuJZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-00404, author = {Ziang Yan and Yiwen Guo and Changshui Zhang}, title = {DeepDefense: Training Deep Neural Networks with Improved Robustness}, journal = {CoRR}, volume = {abs/1803.00404}, year = {2018}, url = {http://arxiv.org/abs/1803.00404}, eprinttype = {arXiv}, eprint = {1803.00404}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-00404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-06546, author = {Jian Liang and Ziqi Liu and Jiayu Zhou and Xiaoqian Jiang and Changshui Zhang and Fei Wang}, title = {Model-Protected Multi-Task Learning}, journal = {CoRR}, volume = {abs/1809.06546}, year = {2018}, url = {http://arxiv.org/abs/1809.06546}, eprinttype = {arXiv}, eprint = {1809.06546}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-06546.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-09619, author = {Yiwen Guo and Chao Zhang and Changshui Zhang and Yurong Chen}, title = {Sparse DNNs with Improved Adversarial Robustness}, journal = {CoRR}, volume = {abs/1810.09619}, year = {2018}, url = {http://arxiv.org/abs/1810.09619}, eprinttype = {arXiv}, eprint = {1810.09619}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-09619.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-01839, author = {Tianhong Li and Jianguo Li and Zhuang Liu and Changshui Zhang}, title = {Knowledge Distillation from Few Samples}, journal = {CoRR}, volume = {abs/1812.01839}, year = {2018}, url = {http://arxiv.org/abs/1812.01839}, eprinttype = {arXiv}, eprint = {1812.01839}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-01839.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/LuHZMZ17, author = {Jiang Lu and Jie Hu and Guannan Zhao and Fenghua Mei and Changshui Zhang}, title = {An in-field automatic wheat disease diagnosis system}, journal = {Comput. Electron. Agric.}, volume = {142}, pages = {369--379}, year = {2017}, url = {https://doi.org/10.1016/j.compag.2017.09.012}, doi = {10.1016/J.COMPAG.2017.09.012}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cea/LuHZMZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/itsm/HuZZL17, author = {Wenzheng Hu and Qing Zhuo and Changshui Zhang and Jianke Li}, title = {Fast Branch Convolutional Neural Network for Traffic Sign Recognition}, journal = {{IEEE} Intell. Transp. Syst. Mag.}, volume = {9}, number = {3}, pages = {114--126}, year = {2017}, url = {https://doi.org/10.1109/MITS.2017.2709780}, doi = {10.1109/MITS.2017.2709780}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/itsm/HuZZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/LiBHZ17, author = {Hang Li and Xiang Bai and Xuanjing Huang and Chang{-}shui Zhang}, title = {Preface}, journal = {J. Comput. Sci. Technol.}, volume = {32}, number = {4}, pages = {663--666}, year = {2017}, url = {https://doi.org/10.1007/s11390-017-1749-4}, doi = {10.1007/S11390-017-1749-4}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcst/LiBHZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jzusc/ZhangLZLLWLZW17, author = {Tao Zhang and Qing Li and Chang{-}shui Zhang and Hua{-}wei Liang and Ping Li and Tianmiao Wang and Shuo Li and Yun{-}long Zhu and Cheng Wu}, title = {Current trends in the development of intelligent unmanned autonomous systems}, journal = {Frontiers Inf. Technol. Electron. Eng.}, volume = {18}, number = {1}, pages = {68--85}, year = {2017}, url = {https://doi.org/10.1631/FITEE.1601650}, doi = {10.1631/FITEE.1601650}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jzusc/ZhangLZLLWLZW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/FuJCSZ17, author = {Kun Fu and Junqi Jin and Runpeng Cui and Fei Sha and Changshui Zhang}, title = {Aligning Where to See and What to Tell: Image Captioning with Region-Based Attention and Scene-Specific Contexts}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {39}, number = {12}, pages = {2321--2334}, year = {2017}, url = {https://doi.org/10.1109/TPAMI.2016.2642953}, doi = {10.1109/TPAMI.2016.2642953}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/FuJCSZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ChuZT17, author = {Dejun Chu and Changshui Zhang and Qing Tao}, title = {A faster cutting plane algorithm with accelerated line search for linear {SVM}}, journal = {Pattern Recognit.}, volume = {67}, pages = {127--138}, year = {2017}, url = {https://doi.org/10.1016/j.patcog.2017.02.006}, doi = {10.1016/J.PATCOG.2017.02.006}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ChuZT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/GodrichNTGZ17, author = {Hana Godrich and Arye Nehorai and Ali Tajer and Maria Sabrina Greco and Changshui Zhang}, title = {Special Article Series on Signal Processing Education via Hands-On and Design Projects [From the Guest Editors]}, journal = {{IEEE} Signal Process. Mag.}, volume = {34}, number = {1}, pages = {13--15}, year = {2017}, url = {https://doi.org/10.1109/MSP.2016.2620199}, doi = {10.1109/MSP.2016.2620199}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/GodrichNTGZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/ZhuoRJZ17, author = {Qing Zhuo and Yanpin Ren and Yongheng Jiang and Changshui Zhang}, title = {Hands-On Learning Through Racing: Signal processing and engineering education through the China National Collegiate Intelligent Model Car Competition}, journal = {{IEEE} Signal Process. Mag.}, volume = {34}, number = {1}, pages = {31--39}, year = {2017}, url = {https://doi.org/10.1109/MSP.2016.2619985}, doi = {10.1109/MSP.2016.2619985}, timestamp = {Wed, 26 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/ZhuoRJZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/CuiLZ17, author = {Runpeng Cui and Hu Liu and Changshui Zhang}, title = {Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {1610--1618}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPR.2017.175}, doi = {10.1109/CVPR.2017.175}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/CuiLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globalsip/HuGCZ17, author = {Jie Hu and Tszhang Guo and Ji Cao and Changshui Zhang}, title = {End-to-end Chinese text recognition}, booktitle = {2017 {IEEE} Global Conference on Signal and Information Processing, GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017}, pages = {1407--1411}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/GlobalSIP.2017.8309193}, doi = {10.1109/GLOBALSIP.2017.8309193}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/globalsip/HuGCZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LuWDZ17, author = {Rui Lu and Kailun Wu and Zhiyao Duan and Changshui Zhang}, title = {Deep ranking: Triplet MatchNet for music metric learning}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {121--125}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952130}, doi = {10.1109/ICASSP.2017.7952130}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LuWDZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LiuLSHYZ17, author = {Zhuang Liu and Jianguo Li and Zhiqiang Shen and Gao Huang and Shoumeng Yan and Changshui Zhang}, title = {Learning Efficient Convolutional Networks through Network Slimming}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {2755--2763}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.298}, doi = {10.1109/ICCV.2017.298}, timestamp = {Wed, 21 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/LiuLSHYZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/YanYZ17, author = {Ziang Yan and Chengzhe Yan and Changshui Zhang}, title = {Rare Chinese character recognition by Radical Extraction Network}, booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2017, Banff, AB, Canada, October 5-8, 2017}, pages = {924--929}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SMC.2017.8122728}, doi = {10.1109/SMC.2017.8122728}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/YanYZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/YanHCZ17, author = {Chengzhe Yan and Jie Hu and Runpeng Cui and Changshui Zhang}, title = {Robust text image alignment with template for information retrieval}, booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2017, Banff, AB, Canada, October 5-8, 2017}, pages = {1874--1879}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SMC.2017.8122890}, doi = {10.1109/SMC.2017.8122890}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/YanHCZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waspaa/LuDZ17, author = {Rui Lu and Zhiyao Duan and Changshui Zhang}, title = {Metric learning based data augmentation for environmental sound classification}, booktitle = {2017 {IEEE} Workshop on Applications of Signal Processing to Audio and Acoustics, {WASPAA} 2017, New Paltz, NY, USA, October 15-18, 2017}, pages = {1--5}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/WASPAA.2017.8169983}, doi = {10.1109/WASPAA.2017.8169983}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/waspaa/LuDZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YanLPLZ17, author = {Ziang Yan and Jian Liang and Weishen Pan and Jin Li and Changshui Zhang}, title = {Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm}, journal = {CoRR}, volume = {abs/1702.08740}, year = {2017}, url = {http://arxiv.org/abs/1702.08740}, eprinttype = {arXiv}, eprint = {1702.08740}, timestamp = {Fri, 11 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/YanLPLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuLYZ17, author = {Jiang Lu and Jin Li and Ziang Yan and Changshui Zhang}, title = {Zero-Shot Learning by Generating Pseudo Feature Representations}, journal = {CoRR}, volume = {abs/1703.06389}, year = {2017}, url = {http://arxiv.org/abs/1703.06389}, eprinttype = {arXiv}, eprint = {1703.06389}, timestamp = {Fri, 11 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LuLYZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-06519, author = {Zhuang Liu and Jianguo Li and Zhiqiang Shen and Gao Huang and Shoumeng Yan and Changshui Zhang}, title = {Learning Efficient Convolutional Networks through Network Slimming}, journal = {CoRR}, volume = {abs/1708.06519}, year = {2017}, url = {http://arxiv.org/abs/1708.06519}, eprinttype = {arXiv}, eprint = {1708.06519}, timestamp = {Wed, 21 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-06519.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-08299, author = {Jiang Lu and Jie Hu and Guannan Zhao and Fenghua Mei and Changshui Zhang}, title = {An In-field Automatic Wheat Disease Diagnosis System}, journal = {CoRR}, volume = {abs/1710.08299}, year = {2017}, url = {http://arxiv.org/abs/1710.08299}, eprinttype = {arXiv}, eprint = {1710.08299}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-08299.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-08883, author = {Shiliang Sun and Changshui Zhang and Yi Zhang}, title = {Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor}, journal = {CoRR}, volume = {abs/1712.08883}, year = {2017}, url = {http://arxiv.org/abs/1712.08883}, eprinttype = {arXiv}, eprint = {1712.08883}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-08883.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/WuZSZLZZP16, author = {Zhaohui Wu and Yongdi Zhou and Zhongzhi Shi and Changshui Zhang and Guanglin Li and Xiaoxiang Zheng and Nenggan Zheng and Gang Pan}, title = {Cyborg Intelligence: Recent Progress and Future Directions}, journal = {{IEEE} Intell. Syst.}, volume = {31}, number = {6}, pages = {44--50}, year = {2016}, url = {https://doi.org/10.1109/MIS.2016.105}, doi = {10.1109/MIS.2016.105}, timestamp = {Thu, 21 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/WuZSZLZZP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/Lin0JWZ16, author = {Ming Lin and Lijun Zhang and Rong Jin and Shifeng Weng and Changshui Zhang}, title = {Online kernel learning with nearly constant support vectors}, journal = {Neurocomputing}, volume = {179}, pages = {26--36}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2015.10.002}, doi = {10.1016/J.NEUCOM.2015.10.002}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/Lin0JWZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/QinLLPZ16, author = {Hongwei Qin and Xiu Li and Jian Liang and YiGang Peng and Changshui Zhang}, title = {DeepFish: Accurate underwater live fish recognition with a deep architecture}, journal = {Neurocomputing}, volume = {187}, pages = {49--58}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2015.10.122}, doi = {10.1016/J.NEUCOM.2015.10.122}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/QinLLPZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/WuHKRZC16, author = {Min Wu and Adi Hajj{-}Ahmad and Matthias Kirchner and Yanpin Ren and Changshui Zhang and Patrizio Campisi}, title = {Location Signatures That You Don't See: Highlights from the {IEEE} Signal Processing Cup 2016 Student Competition {[SP} Education]}, journal = {{IEEE} Signal Process. Mag.}, volume = {33}, number = {5}, pages = {149--156}, year = {2016}, url = {https://doi.org/10.1109/MSP.2016.2581738}, doi = {10.1109/MSP.2016.2581738}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/WuHKRZC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/ShiZZ16, author = {Zhenwei Shi and Zhengxia Zou and Changshui Zhang}, title = {Real-Time Traffic Light Detection With Adaptive Background Suppression Filter}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {17}, number = {3}, pages = {690--700}, year = {2016}, url = {https://doi.org/10.1109/TITS.2015.2481459}, doi = {10.1109/TITS.2015.2481459}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/ShiZZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/LiangLZW16, author = {Jian Liang and Rui Lu and Changshui Zhang and Fei Wang}, title = {Predicting Seizures from Electroencephalography Recordings: {A} Knowledge Transfer Strategy}, booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI} 2016, Chicago, IL, USA, October 4-7, 2016}, pages = {184--191}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICHI.2016.27}, doi = {10.1109/ICHI.2016.27}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/LiangLZW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/LiangLZW16a, author = {Jian Liang and Rui Lu and Changshui Zhang and Fei Wang}, title = {Poster Paper: Predicting Seizures from Electroencephalography Recordings: {A} Knowledge Transfer Strategy}, booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI} 2016, Chicago, IL, USA, October 4-7, 2016}, pages = {315}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICHI.2016.57}, doi = {10.1109/ICHI.2016.57}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/LiangLZW16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/WangZZ16, author = {Zhigang Wang and Zeng{-}Shun Zhao and Changshui Zhang}, title = {Learning with only multiple instance positive bags}, booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {334--341}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/IJCNN.2016.7727217}, doi = {10.1109/IJCNN.2016.7727217}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/WangZZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YanHZ16, author = {Chengzhe Yan and Jie Hu and Changshui Zhang}, title = {A {DNN} Framework For Text Image Rectification From Planar Transformations}, journal = {CoRR}, volume = {abs/1611.04298}, year = {2016}, url = {http://arxiv.org/abs/1611.04298}, eprinttype = {arXiv}, eprint = {1611.04298}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YanHZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/XiangMWPZ15, author = {Shiming Xiang and Gaofeng Meng and Ying Wang and Chunhong Pan and Changshui Zhang}, title = {Image Deblurring with Coupled Dictionary Learning}, journal = {Int. J. Comput. Vis.}, volume = {114}, number = {2-3}, pages = {248--271}, year = {2015}, url = {https://doi.org/10.1007/s11263-014-0755-z}, doi = {10.1007/S11263-014-0755-Z}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/XiangMWPZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangZWZ15, author = {Zhigang Wang and Zeng{-}Shun Zhao and Shifeng Weng and Changshui Zhang}, title = {Solving one-class problem with outlier examples by {SVM}}, journal = {Neurocomputing}, volume = {149}, pages = {100--105}, year = {2015}, url = {https://doi.org/10.1016/j.neucom.2014.03.072}, doi = {10.1016/J.NEUCOM.2014.03.072}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/WangZWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/PanLHZ15, author = {Zheng Pan and Ming Lin and Guangdong Hou and Changshui Zhang}, title = {Damping proximal coordinate descent algorithm for non-convex regularization}, journal = {Neurocomputing}, volume = {152}, pages = {151--163}, year = {2015}, url = {https://doi.org/10.1016/j.neucom.2014.11.009}, doi = {10.1016/J.NEUCOM.2014.11.009}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/PanLHZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/HouCPZ15, author = {Guangdong Hou and Runpeng Cui and Zheng Pan and Changshui Zhang}, title = {Tree-based compact hashing for approximate nearest neighbor search}, journal = {Neurocomputing}, volume = {166}, pages = {271--281}, year = {2015}, url = {https://doi.org/10.1016/j.neucom.2015.04.012}, doi = {10.1016/J.NEUCOM.2015.04.012}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/HouCPZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/WangZWZ15, author = {Zhigang Wang and Zeng{-}Shun Zhao and Shifeng Weng and Changshui Zhang}, title = {Incremental multiple instance outlier detection}, journal = {Neural Comput. Appl.}, volume = {26}, number = {4}, pages = {957--968}, year = {2015}, url = {https://doi.org/10.1007/s00521-014-1750-6}, doi = {10.1007/S00521-014-1750-6}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nca/WangZWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/PanZ15, author = {Zheng Pan and Changshui Zhang}, title = {Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression}, journal = {Pattern Recognit.}, volume = {48}, number = {1}, pages = {231--243}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2014.06.018}, doi = {10.1016/J.PATCOG.2014.06.018}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/PanZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LinWZ15, author = {Ming Lin and Fei Wang and Changshui Zhang}, title = {Large-scale eigenvector approximation via Hilbert Space Embedding Nystr{\"{o}}m}, journal = {Pattern Recognit.}, volume = {48}, number = {5}, pages = {1904--1912}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2014.11.017}, doi = {10.1016/J.PATCOG.2014.11.017}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LinWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/AnSWZ15, author = {Zhenyu An and Zhenwei Shi and Ying Wu and Changshui Zhang}, title = {A novel unsupervised approach to discovering regions of interest in traffic images}, journal = {Pattern Recognit.}, volume = {48}, number = {8}, pages = {2581--2591}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2015.01.029}, doi = {10.1016/J.PATCOG.2015.01.029}, timestamp = {Thu, 07 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/AnSWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgrs/TangSWZ15, author = {Wei Tang and Zhenwei Shi and Ying Wu and Changshui Zhang}, title = {Sparse Unmixing of Hyperspectral Data Using Spectral {A} Priori Information}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {53}, number = {2}, pages = {770--783}, year = {2015}, url = {https://doi.org/10.1109/TGRS.2014.2328336}, doi = {10.1109/TGRS.2014.2328336}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgrs/TangSWZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/HuLZ15, author = {Zhen Hu and Ming Lin and Changshui Zhang}, title = {Dependent Online Kernel Learning With Constant Number of Random Fourier Features}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {26}, number = {10}, pages = {2464--2476}, year = {2015}, url = {https://doi.org/10.1109/TNNLS.2014.2387313}, doi = {10.1109/TNNLS.2014.2387313}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/HuLZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscide/PanHZ15, author = {Weishen Pan and Guangdong Hou and Changshui Zhang}, editor = {Xiaofei He and Xinbo Gao and Yanning Zhang and Zhi{-}Hua Zhou and Zhiyong Liu and Baochuan Fu and Fuyuan Hu and Zhancheng Zhang}, title = {Automatic Methods for Screening and Assessing Scoliosis by 2-D Digital Images}, booktitle = {Intelligence Science and Big Data Engineering. Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9242}, pages = {392--400}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23989-7\_40}, doi = {10.1007/978-3-319-23989-7\_40}, timestamp = {Mon, 19 Apr 2021 14:35:00 +0200}, biburl = {https://dblp.org/rec/conf/iscide/PanHZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscide/SongYDZ15, author = {Yanglei Song and Yifei Yang and Weibei Dou and Changshui Zhang}, editor = {Xiaofei He and Xinbo Gao and Yanning Zhang and Zhi{-}Hua Zhou and Zhiyong Liu and Baochuan Fu and Fuyuan Hu and Zhancheng Zhang}, title = {Graph-Based Semi-Supervised Learning on Evolutionary Data}, booktitle = {Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9243}, pages = {467--476}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23862-3\_46}, doi = {10.1007/978-3-319-23862-3\_46}, timestamp = {Mon, 19 Apr 2021 14:35:00 +0200}, biburl = {https://dblp.org/rec/conf/iscide/SongYDZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/HouCZ15, author = {Guangdong Hou and Runpeng Cui and Changshui Zhang}, title = {A Real-Time Hand Pose Estimation System with Retrieval}, booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics, Kowloon Tong, Hong Kong, October 9-12, 2015}, pages = {1738--1744}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/SMC.2015.305}, doi = {10.1109/SMC.2015.305}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/HouCZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/CuiHZ15, author = {Runpeng Cui and Guangdong Hou and Changshui Zhang}, title = {Visual Tracking via Part-Based Model with Auxiliary Objects}, booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics, Kowloon Tong, Hong Kong, October 9-12, 2015}, pages = {3004--3010}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/SMC.2015.523}, doi = {10.1109/SMC.2015.523}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/CuiHZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JinFCSZ15, author = {Junqi Jin and Kun Fu and Runpeng Cui and Fei Sha and Changshui Zhang}, title = {Aligning where to see and what to tell: image caption with region-based attention and scene factorization}, journal = {CoRR}, volume = {abs/1506.06272}, year = {2015}, url = {http://arxiv.org/abs/1506.06272}, eprinttype = {arXiv}, eprint = {1506.06272}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/JinFCSZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangZZ14, author = {Yanning Zhang and Zhi{-}Hua Zhou and Changshui Zhang}, title = {Special issue on the Sino-foreign-interchange workshop on intelligence science and intelligent data engineering}, journal = {Neurocomputing}, volume = {134}, pages = {1--2}, year = {2014}, url = {https://doi.org/10.1016/j.neucom.2013.12.051}, doi = {10.1016/J.NEUCOM.2013.12.051}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhangZZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/LongSTZ14, author = {Jiao Long and Zhenwei Shi and Wei Tang and Changshui Zhang}, title = {Single Remote Sensing Image Dehazing}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {11}, number = {1}, pages = {59--63}, year = {2014}, url = {https://doi.org/10.1109/LGRS.2013.2245857}, doi = {10.1109/LGRS.2013.2245857}, timestamp = {Mon, 24 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/lgrs/LongSTZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/HouNWYZ14, author = {Chenping Hou and Feiping Nie and Hua Wang and Dongyun Yi and Changshui Zhang}, title = {Learning high-dimensional correspondence via manifold learning and local approximation}, journal = {Neural Comput. Appl.}, volume = {24}, number = {7-8}, pages = {1555--1568}, year = {2014}, url = {https://doi.org/10.1007/s00521-013-1369-z}, doi = {10.1007/S00521-013-1369-Z}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/HouNWYZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/HouNZYW14, author = {Chenping Hou and Feiping Nie and Changshui Zhang and Dongyun Yi and Yi Wu}, title = {Multiple rank multi-linear {SVM} for matrix data classification}, journal = {Pattern Recognit.}, volume = {47}, number = {1}, pages = {454--469}, year = {2014}, url = {https://doi.org/10.1016/j.patcog.2013.07.002}, doi = {10.1016/J.PATCOG.2013.07.002}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/HouNZYW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/WangJJHZQ14, author = {Jingdong Wang and Huaizu Jiang and Yangqing Jia and Xian{-}Sheng Hua and Changshui Zhang and Long Quan}, title = {Regularized Tree Partitioning and Its Application to Unsupervised Image Segmentation}, journal = {{IEEE} Trans. Image Process.}, volume = {23}, number = {4}, pages = {1909--1922}, year = {2014}, url = {https://doi.org/10.1109/TIP.2014.2307479}, doi = {10.1109/TIP.2014.2307479}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/WangJJHZQ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/JinFZ14, author = {Junqi Jin and Kun Fu and Changshui Zhang}, title = {Traffic Sign Recognition With Hinge Loss Trained Convolutional Neural Networks}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {15}, number = {5}, pages = {1991--2000}, year = {2014}, url = {https://doi.org/10.1109/TITS.2014.2308281}, doi = {10.1109/TITS.2014.2308281}, timestamp = {Mon, 21 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/JinFZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/HeZ14, author = {Peng He and Changshui Zhang}, title = {Non-Asymptotic Analysis of Relational Learning with One Network}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {320--327}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/he14a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/HeZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/HeZ14a, author = {Peng He and Changshui Zhang}, title = {Exploiting the Limits of Structure Learning via Inherent Symmetry}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {328--337}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/he14b.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/HeZ14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccpr/HuHZ14, author = {Zhen Hu and Wenzheng Hu and Changshui Zhang}, editor = {Shutao Li and Chenglin Liu and Yaonan Wang}, title = {Training Deep Belief Network with Sparse Hidden Units}, booktitle = {Pattern Recognition - 6th Chinese Conference, {CCPR} 2014, Changsha, China, November 17-19, 2014. Proceedings, Part {I}}, series = {Communications in Computer and Information Science}, volume = {483}, pages = {11--20}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-45646-0\_2}, doi = {10.1007/978-3-662-45646-0\_2}, timestamp = {Wed, 24 May 2017 08:30:07 +0200}, biburl = {https://dblp.org/rec/conf/ccpr/HuHZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chinasip/HouCZ14, author = {Guangdong Hou and Daqing Chang and Changshui Zhang}, title = {Hand segmentation with metric learning superpixels}, booktitle = {{IEEE} China Summit {\&} International Conference on Signal and Information Processing, ChinaSIP 2014, Xi'an, China, July 9-13, 2014}, pages = {455--459}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ChinaSIP.2014.6889284}, doi = {10.1109/CHINASIP.2014.6889284}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/chinasip/HouCZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PickupPWSZZSF14, author = {Lyndsey C. Pickup and Zheng Pan and Donglai Wei and Yi{-}Chang Shih and Changshui Zhang and Andrew Zisserman and Bernhard Sch{\"{o}}lkopf and William T. Freeman}, title = {Seeing the Arrow of Time}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {2043--2050}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.262}, doi = {10.1109/CVPR.2014.262}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PickupPWSZZSF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HuRZZ14, author = {Shaofeng Hu and Jiangtao Ren and Changshui Zhang and Chaogui Zhang}, editor = {Vincent S. Tseng and Tu Bao Ho and Zhi{-}Hua Zhou and Arbee L. P. Chen and Hung{-}Yu Kao}, title = {Domain Transfer via Multiple Sources Regularization}, booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8444}, pages = {522--533}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-06605-9\_43}, doi = {10.1007/978-3-319-06605-9\_43}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HuRZZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LinJZ14, author = {Ming Lin and Rong Jin and Changshui Zhang}, editor = {Nevin L. Zhang and Jin Tian}, title = {Efficient Sparse Recovery via Adaptive Non-Convex Regularizers with Oracle Property}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {505--514}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2486\&\#38;proceeding\_id=30}, timestamp = {Wed, 05 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/LinJZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/HouNJZW13, author = {Chenping Hou and Feiping Nie and Yuanyuan Jiao and Changshui Zhang and Yi Wu}, title = {Learning a subspace for clustering via pattern shrinking}, journal = {Inf. Process. Manag.}, volume = {49}, number = {4}, pages = {871--883}, year = {2013}, url = {https://doi.org/10.1016/j.ipm.2013.01.004}, doi = {10.1016/J.IPM.2013.01.004}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipm/HouNJZW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/GongYZ13, author = {Pinghua Gong and Jieping Ye and Changshui Zhang}, title = {Multi-stage multi-task feature learning}, journal = {J. Mach. Learn. Res.}, volume = {14}, number = {1}, pages = {2979--3010}, year = {2013}, url = {https://dl.acm.org/doi/10.5555/2567709.2567756}, doi = {10.5555/2567709.2567756}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/GongYZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/YangHZW13, author = {Shizhun Yang and Chenping Hou and Changshui Zhang and Yi Wu}, title = {Robust non-negative matrix factorization via joint sparse and graph regularization for transfer learning}, journal = {Neural Comput. Appl.}, volume = {23}, number = {2}, pages = {541--559}, year = {2013}, url = {https://doi.org/10.1007/s00521-013-1371-5}, doi = {10.1007/S00521-013-1371-5}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/YangHZW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/LinWZ13, author = {Ming Lin and Shifeng Weng and Changshui Zhang}, title = {On the Sample Complexity of Random Fourier Features for Online Learning: How Many Random Fourier Features Do We Need?}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {8}, number = {3}, pages = {13:1--13:19}, year = {2013}, url = {https://doi.org/10.1145/2611378}, doi = {10.1145/2611378}, timestamp = {Thu, 16 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/LinWZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acpr/SongWZ13, author = {Chengru Song and Shifeng Weng and Changshui Zhang}, title = {Automatic Elements Extraction of Chinese Web News Using Prior Information of Content and Structure}, booktitle = {2nd {IAPR} Asian Conference on Pattern Recognition, {ACPR} 2013, Naha, Japan, November 5-8, 2013}, pages = {340--345}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ACPR.2013.52}, doi = {10.1109/ACPR.2013.52}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/acpr/SongWZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/PanZ13, author = {Zheng Pan and Changshui Zhang}, title = {High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers}, booktitle = {Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {31}, pages = {481--488}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v31/pan13a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/PanZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chinasip/ZhangZW13, author = {Zhiqiang Zhang and Changshui Zhang and Shifeng Weng}, title = {Music playlist prediction via detecting song moods}, booktitle = {2013 {IEEE} China Summit and International Conference on Signal and Information Processing, ChinaSIP 2013, Beijing, China, July 6-10, 2013}, pages = {174--178}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ChinaSIP.2013.6625322}, doi = {10.1109/CHINASIP.2013.6625322}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/chinasip/ZhangZW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LiGGZ13, author = {Han Li and Kun Gai and Pinghua Gong and Changshui Zhang}, title = {Efficient blind separation of reflection layers with nonparametric transformations}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {1641--1645}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6637930}, doi = {10.1109/ICASSP.2013.6637930}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LiGGZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GongZLHY13, author = {Pinghua Gong and Changshui Zhang and Zhaosong Lu and Jianhua Huang and Jieping Ye}, title = {A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {37--45}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/gong13a.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/GongZLHY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/YangHZWW13, author = {Shizhun Yang and Chenping Hou and Changshui Zhang and Yi Wu and Shifeng Weng}, title = {Robust non-negative matrix factorization via joint sparse and graph regularization}, booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN} 2013, Dallas, TX, USA, August 4-9, 2013}, pages = {1--5}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IJCNN.2013.6706859}, doi = {10.1109/IJCNN.2013.6706859}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/YangHZWW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscide/ChangZW13, author = {Daqing Chang and Changshui Zhang and Shifeng Weng}, editor = {Changyin Sun and Fang Fang and Zhi{-}Hua Zhou and Wankou Yang and Zhiyong Liu}, title = {Methods for Photomosaic Generation Based on Different Image Similarity and Division Strategies}, booktitle = {Intelligence Science and Big Data Engineering - 4th International Conference, IScIDE 2013, Beijing, China, July 31 - August 2, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8261}, pages = {682--690}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-42057-3\_86}, doi = {10.1007/978-3-642-42057-3\_86}, timestamp = {Tue, 14 May 2019 10:00:39 +0200}, biburl = {https://dblp.org/rec/conf/iscide/ChangZW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isnn/WangZZ13, author = {Zhigang Wang and Zeng{-}Shun Zhao and Changshui Zhang}, editor = {Chengan Guo and Zeng{-}Guang Hou and Zhigang Zeng}, title = {{SVM-SVDD:} {A} New Method to Solve Data Description Problem with Negative Examples}, booktitle = {Advances in Neural Networks - {ISNN} 2013 - 10th International Symposium on Neural Networks, Dalian, China, July 4-6, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7951}, pages = {283--290}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-39065-4\_35}, doi = {10.1007/978-3-642-39065-4\_35}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/isnn/WangZZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-4434, author = {Pinghua Gong and Changshui Zhang and Zhaosong Lu and Jianhua Huang and Jieping Ye}, title = {A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems}, journal = {CoRR}, volume = {abs/1303.4434}, year = {2013}, url = {http://arxiv.org/abs/1303.4434}, eprinttype = {arXiv}, eprint = {1303.4434}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-4434.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PanZ13, author = {Zheng Pan and Changshui Zhang}, title = {A Theory of High-dimensional Sparse Estimation via Non-Convex Regularized Regression}, journal = {CoRR}, volume = {abs/1306.3343}, year = {2013}, url = {http://arxiv.org/abs/1306.3343}, eprinttype = {arXiv}, eprint = {1306.3343}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PanZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangKZ12, author = {Liqing Zhang and James Tin{-}Yau Kwok and Changshui Zhang}, title = {A brief introduction to the special issue for {ISNN2010}}, journal = {Neurocomputing}, volume = {76}, number = {1}, pages = {1}, year = {2012}, url = {https://doi.org/10.1016/j.neucom.2011.08.012}, doi = {10.1016/J.NEUCOM.2011.08.012}, timestamp = {Mon, 25 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ZhangKZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhaoZZHZ12, author = {Zeng{-}Shun Zhao and Li Zhang and Meng Zhao and Zeng{-}Guang Hou and Changshui Zhang}, title = {Gabor face recognition by multi-channel classifier fusion of supervised kernel manifold learning}, journal = {Neurocomputing}, volume = {97}, pages = {398--404}, year = {2012}, url = {https://doi.org/10.1016/j.neucom.2012.05.005}, doi = {10.1016/J.NEUCOM.2012.05.005}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ZhaoZZHZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/YangLHZW12, author = {Shizhun Yang and Ming Lin and Chenping Hou and Changshui Zhang and Yi Wu}, title = {A general framework for transfer sparse subspace learning}, journal = {Neural Comput. Appl.}, volume = {21}, number = {7}, pages = {1801--1817}, year = {2012}, url = {https://doi.org/10.1007/s00521-012-1084-1}, doi = {10.1007/S00521-012-1084-1}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/YangLHZW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/GaiSZ12, author = {Kun Gai and Zhenwei Shi and Changshui Zhang}, title = {Blind Separation of Superimposed Moving Images Using Image Statistics}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {34}, number = {1}, pages = {19--32}, year = {2012}, url = {https://doi.org/10.1109/TPAMI.2011.87}, doi = {10.1109/TPAMI.2011.87}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/GaiSZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/XiangMWPZ12, author = {Shiming Xiang and Gaofeng Meng and Ying Wang and Chunhong Pan and Changshui Zhang}, title = {Image deblurring with matrix regression and gradient evolution}, journal = {Pattern Recognit.}, volume = {45}, number = {6}, pages = {2164--2179}, year = {2012}, url = {https://doi.org/10.1016/j.patcog.2011.11.026}, doi = {10.1016/J.PATCOG.2011.11.026}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/XiangMWPZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/GongZ12, author = {Pinghua Gong and Changshui Zhang}, title = {Efficient Nonnegative Matrix Factorization via projected Newton method}, journal = {Pattern Recognit.}, volume = {45}, number = {9}, pages = {3557--3565}, year = {2012}, url = {https://doi.org/10.1016/j.patcog.2012.02.037}, doi = {10.1016/J.PATCOG.2012.02.037}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/GongZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/NieXLHZ12, author = {Feiping Nie and Shiming Xiang and Yun Liu and Chenping Hou and Changshui Zhang}, title = {Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction}, journal = {Pattern Recognit. Lett.}, volume = {33}, number = {5}, pages = {485--491}, year = {2012}, url = {https://doi.org/10.1016/j.patrec.2011.11.028}, doi = {10.1016/J.PATREC.2011.11.028}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/NieXLHZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/XiangNMPZ12, author = {Shiming Xiang and Feiping Nie and Gaofeng Meng and Chunhong Pan and Changshui Zhang}, title = {Discriminative Least Squares Regression for Multiclass Classification and Feature Selection}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {23}, number = {11}, pages = {1738--1754}, year = {2012}, url = {https://doi.org/10.1109/TNNLS.2012.2212721}, doi = {10.1109/TNNLS.2012.2212721}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/XiangNMPZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GongZ12, author = {Pinghua Gong and Changshui Zhang}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {Efficient Multi-Stage Conjugate Gradient for Trust Region Step}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {921--928}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8272}, doi = {10.1609/AAAI.V26I1.8272}, timestamp = {Mon, 04 Sep 2023 15:56:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GongZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ZhuGZZ12, author = {Xiaoqiang Zhu and Pinghua Gong and Zeng{-}Shun Zhao and Changshui Zhang}, title = {Learning similarity metric with {SVM}}, booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012}, pages = {1--8}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/IJCNN.2012.6252829}, doi = {10.1109/IJCNN.2012.6252829}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/ZhuGZZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GongYZ12, author = {Pinghua Gong and Jieping Ye and Changshui Zhang}, editor = {Qiang Yang and Deepak Agarwal and Jian Pei}, title = {Robust multi-task feature learning}, booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012}, pages = {895--903}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2339530.2339672}, doi = {10.1145/2339530.2339672}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/GongYZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GongYZ12, author = {Pinghua Gong and Jieping Ye and Changshui Zhang}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Multi-Stage Multi-Task Feature Learning}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1997--2005}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/2ab56412b1163ee131e1246da0955bd1-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GongYZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ccpr/2012, editor = {Cheng{-}Lin Liu and Changshui Zhang and Liang Wang}, title = {Pattern Recognition - Chinese Conference, {CCPR} 2012, Beijing, China, September 24-26, 2012. Proceedings}, series = {Communications in Computer and Information Science}, volume = {321}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33506-8}, doi = {10.1007/978-3-642-33506-8}, isbn = {978-3-642-33505-1}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccpr/2012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iscide/2011, editor = {Yanning Zhang and Zhi{-}Hua Zhou and Changshui Zhang and Ying Li}, title = {Intelligent Science and Intelligent Data Engineering - Second Sino-foreign-interchange Workshop, IScIDE 2011, Xi'an, China, October 23-25, 2011, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7202}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-31919-8}, doi = {10.1007/978-3-642-31919-8}, isbn = {978-3-642-31918-1}, timestamp = {Tue, 11 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscide/2011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1211-4307, author = {Han Li and Kun Gai and Pinghua Gong and Changshui Zhang}, title = {Efficient Superimposition Recovering Algorithm}, journal = {CoRR}, volume = {abs/1211.4307}, year = {2012}, url = {http://arxiv.org/abs/1211.4307}, eprinttype = {arXiv}, eprint = {1211.4307}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1211-4307.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangZ11, author = {Jianwen Zhang and Changshui Zhang}, title = {Multitask Bregman clustering}, journal = {Neurocomputing}, volume = {74}, number = {10}, pages = {1720--1734}, year = {2011}, url = {https://doi.org/10.1016/j.neucom.2011.02.004}, doi = {10.1016/J.NEUCOM.2011.02.004}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhangZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/GongGZ11, author = {Pinghua Gong and Kun Gai and Changshui Zhang}, title = {Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection}, journal = {Neurocomputing}, volume = {74}, number = {17}, pages = {2754--2766}, year = {2011}, url = {https://doi.org/10.1016/j.neucom.2011.02.019}, doi = {10.1016/J.NEUCOM.2011.02.019}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/GongGZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/ChenWSZ11, author = {Shouchun Chen and Fei Wang and Yangqiu Song and Changshui Zhang}, title = {Semi-supervised ranking aggregation}, journal = {Inf. Process. Manag.}, volume = {47}, number = {3}, pages = {415--425}, year = {2011}, url = {https://doi.org/10.1016/j.ipm.2010.09.003}, doi = {10.1016/J.IPM.2010.09.003}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/ChenWSZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WangYZ11, author = {Zheng Wang and Shuicheng Yan and Changshui Zhang}, title = {Active learning with adaptive regularization}, journal = {Pattern Recognit.}, volume = {44}, number = {10-11}, pages = {2375--2383}, year = {2011}, url = {https://doi.org/10.1016/j.patcog.2011.03.008}, doi = {10.1016/J.PATCOG.2011.03.008}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WangYZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/XiangPNZ11a, author = {Shiming Xiang and Chunhong Pan and Feiping Nie and Changshui Zhang}, title = {Interactive Image Segmentation With Multiple Linear Reconstructions in Windows}, journal = {{IEEE} Trans. Multim.}, volume = {13}, number = {2}, pages = {342--352}, year = {2011}, url = {https://doi.org/10.1109/TMM.2010.2103930}, doi = {10.1109/TMM.2010.2103930}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/XiangPNZ11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/HouNWZW11, author = {Chenping Hou and Feiping Nie and Fei Wang and Changshui Zhang and Yi Wu}, title = {Semisupervised Learning Using Negative Labels}, journal = {{IEEE} Trans. Neural Networks}, volume = {22}, number = {3}, pages = {420--432}, year = {2011}, url = {https://doi.org/10.1109/TNN.2010.2099237}, doi = {10.1109/TNN.2010.2099237}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/HouNWZW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WangZZ11, author = {Fei Wang and Bin Zhao and Changshui Zhang}, title = {Unsupervised Large Margin Discriminative Projection}, journal = {{IEEE} Trans. Neural Networks}, volume = {22}, number = {9}, pages = {1446--1456}, year = {2011}, url = {https://doi.org/10.1109/TNN.2011.2161772}, doi = {10.1109/TNN.2011.2161772}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WangZZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/NieZTXZ11, author = {Feiping Nie and Zinan Zeng and Ivor W. Tsang and Dong Xu and Changshui Zhang}, title = {Spectral Embedded Clustering: {A} Framework for In-Sample and Out-of-Sample Spectral Clustering}, journal = {{IEEE} Trans. Neural Networks}, volume = {22}, number = {11}, pages = {1796--1808}, year = {2011}, url = {https://doi.org/10.1109/TNN.2011.2162000}, doi = {10.1109/TNN.2011.2162000}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/NieZTXZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/AgaianTJCZC11, author = {Sos S. Agaian and Jinshan Tang and Sabah Jassim and C. L. Philip Chen and Changshui Zhang and Yongyan Cao}, title = {Guest Editorial Introduction to the Special Issue on Pattern Recognition Technologies for Anti-Terrorism Applications}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}}, volume = {41}, number = {5}, pages = {561--564}, year = {2011}, url = {https://doi.org/10.1109/TSMCC.2011.2157403}, doi = {10.1109/TSMCC.2011.2157403}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/AgaianTJCZC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/XiangNPZ11, author = {Shiming Xiang and Feiping Nie and Chunhong Pan and Changshui Zhang}, title = {Regression Reformulations of {LLE} and {LTSA} With Locally Linear Transformation}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}}, volume = {41}, number = {5}, pages = {1250--1262}, year = {2011}, url = {https://doi.org/10.1109/TSMCB.2011.2123886}, doi = {10.1109/TSMCB.2011.2123886}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/XiangNPZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdsp/LeiZ11, author = {Shaoze Lei and Changshui Zhang}, title = {Solve {JIGSAW} puzzle problems with Co-Normalization}, booktitle = {17th International Conference on Digital Signal Processing, {DSP} 2011, Corfu, Greece, July 6-8, 2011}, pages = {1--6}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICDSP.2011.6004872}, doi = {10.1109/ICDSP.2011.6004872}, timestamp = {Thu, 04 Feb 2021 10:37:05 +0100}, biburl = {https://dblp.org/rec/conf/icdsp/LeiZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnc/ChengZG11, author = {Jian Cheng and Changshui Zhang and Yi{-}Nan Guo}, editor = {Yongsheng Ding and Haiying Wang and Ning Xiong and Kuangrong Hao and Lipo Wang}, title = {Patterns classification of nonlinear multi-dimensional time series based on manifold learning}, booktitle = {Seventh International Conference on Natural Computation, {ICNC} 2011, Shanghai, China, 26-28 July, 2011}, pages = {373--377}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICNC.2011.6022122}, doi = {10.1109/ICNC.2011.6022122}, timestamp = {Fri, 13 Aug 2021 09:26:01 +0200}, biburl = {https://dblp.org/rec/conf/icnc/ChengZG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GongZ11, author = {Pinghua Gong and Changshui Zhang}, editor = {Toby Walsh}, title = {A Fast Dual Projected Newton Method for l\({}_{\mbox{1}}\)-Regularized Least Squares}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {1275--1280}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-216}, doi = {10.5591/978-1-57735-516-8/IJCAI11-216}, timestamp = {Tue, 20 Aug 2019 16:16:04 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GongZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LeiZWZ11, author = {Shaoze Lei and Jianwen Zhang and Shifeng Weng and Changshui Zhang}, title = {Topic model with constrainted word burstiness intensities}, booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN} 2011, San Jose, California, USA, July 31 - August 5, 2011}, pages = {68--74}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/IJCNN.2011.6033201}, doi = {10.1109/IJCNN.2011.6033201}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LeiZWZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/BanZATK11, author = {Tao Ban and Changshui Zhang and Shigeo Abe and Takeshi Takahashi and Youki Kadobayashi}, editor = {William C. Chu and W. Eric Wong and Mathew J. Palakal and Chih{-}Cheng Hung}, title = {Mining interlacing manifolds in high dimensional spaces}, booktitle = {Proceedings of the 2011 {ACM} Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21 - 24, 2011}, pages = {942--949}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/1982185.1982392}, doi = {10.1145/1982185.1982392}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sac/BanZATK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangCS10, author = {Changshui Zhang and Qutang Cai and Yangqiu Song}, title = {Boosting with pairwise constraints}, journal = {Neurocomputing}, volume = {73}, number = {4-6}, pages = {908--919}, year = {2010}, url = {https://doi.org/10.1016/j.neucom.2009.09.013}, doi = {10.1016/J.NEUCOM.2009.09.013}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhangCS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangNX10, author = {Changshui Zhang and Feiping Nie and Shiming Xiang}, title = {A general kernelization framework for learning algorithms based on kernel {PCA}}, journal = {Neurocomputing}, volume = {73}, number = {4-6}, pages = {959--967}, year = {2010}, url = {https://doi.org/10.1016/j.neucom.2009.08.014}, doi = {10.1016/J.NEUCOM.2009.08.014}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhangNX10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijprai/WangZ10, author = {Shijun Wang and Changshui Zhang}, title = {Collaborative Learning by Boosting in Distributed Environments}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {24}, number = {5}, pages = {763--789}, year = {2010}, url = {https://doi.org/10.1142/S0218001410008147}, doi = {10.1142/S0218001410008147}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijprai/WangZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/NieXLZ10, author = {Feiping Nie and Shiming Xiang and Yun Liu and Changshui Zhang}, title = {A general graph-based semi-supervised learning with novel class discovery}, journal = {Neural Comput. Appl.}, volume = {19}, number = {4}, pages = {549--555}, year = {2010}, url = {https://doi.org/10.1007/s00521-009-0305-8}, doi = {10.1007/S00521-009-0305-8}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/NieXLZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/XiangNZ10, author = {Shiming Xiang and Feiping Nie and Changshui Zhang}, title = {Semi-Supervised Classification via Local Spline Regression}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {32}, number = {11}, pages = {2039--2053}, year = {2010}, url = {https://doi.org/10.1109/TPAMI.2010.35}, doi = {10.1109/TPAMI.2010.35}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/XiangNZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangWSZ10, author = {Dan Zhang and Fei Wang and Zhenwei Shi and Changshui Zhang}, title = {Interactive localized content based image retrieval with multiple-instance active learning}, journal = {Pattern Recognit.}, volume = {43}, number = {2}, pages = {478--484}, year = {2010}, url = {https://doi.org/10.1016/j.patcog.2009.03.002}, doi = {10.1016/J.PATCOG.2009.03.002}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangWSZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/HouZWN10, author = {Chenping Hou and Changshui Zhang and Yi Wu and Feiping Nie}, title = {Multiple view semi-supervised dimensionality reduction}, journal = {Pattern Recognit.}, volume = {43}, number = {3}, pages = {720--730}, year = {2010}, url = {https://doi.org/10.1016/j.patcog.2009.07.015}, doi = {10.1016/J.PATCOG.2009.07.015}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/HouZWN10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangW10, author = {Changshui Zhang and Fei Wang}, title = {A multilevel approach for learning from labeled and unlabeled data on graphs}, journal = {Pattern Recognit.}, volume = {43}, number = {6}, pages = {2301--2314}, year = {2010}, url = {https://doi.org/10.1016/j.patcog.2009.12.025}, doi = {10.1016/J.PATCOG.2009.12.025}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/DuanPZ10, author = {Zhiyao Duan and Bryan Pardo and Changshui Zhang}, title = {Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks and Non-Peak Regions}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {18}, number = {8}, pages = {2121--2133}, year = {2010}, url = {https://doi.org/10.1109/TASL.2010.2042119}, doi = {10.1109/TASL.2010.2042119}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/DuanPZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/NieXTZ10, author = {Feiping Nie and Dong Xu and Ivor Wai{-}Hung Tsang and Changshui Zhang}, title = {Flexible Manifold Embedding: {A} Framework for Semi-Supervised and Unsupervised Dimension Reduction}, journal = {{IEEE} Trans. Image Process.}, volume = {19}, number = {7}, pages = {1921--1932}, year = {2010}, url = {https://doi.org/10.1109/TIP.2010.2044958}, doi = {10.1109/TIP.2010.2044958}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/NieXTZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/XiangPNZ10, author = {Shiming Xiang and Chunhong Pan and Feiping Nie and Changshui Zhang}, title = {TurboPixel Segmentation Using Eigen-Images}, journal = {{IEEE} Trans. Image Process.}, volume = {19}, number = {11}, pages = {3024--3034}, year = {2010}, url = {https://doi.org/10.1109/TIP.2010.2052268}, doi = {10.1109/TIP.2010.2052268}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/XiangPNZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WangZZ10, author = {Fei Wang and Bin Zhao and Changshui Zhang}, title = {Linear time maximum margin clustering}, journal = {{IEEE} Trans. Neural Networks}, volume = {21}, number = {2}, pages = {319--332}, year = {2010}, url = {https://doi.org/10.1109/TNN.2009.2036998}, doi = {10.1109/TNN.2009.2036998}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WangZZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChenZCZ10, author = {Shuo Chen and Jianwen Zhang and Guangyun Chen and Changshui Zhang}, editor = {Maria Fox and David Poole}, title = {What if the Irresponsible Teachers Are Dominating?}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {419--424}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7656}, doi = {10.1609/AAAI.V24I1.7656}, timestamp = {Mon, 04 Sep 2023 16:23:45 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChenZCZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GaiZ10, author = {Kun Gai and Changshui Zhang}, editor = {Maria Fox and David Poole}, title = {Learning Discriminative Piecewise Linear Models with Boundary Points}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {444--450}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7660}, doi = {10.1609/AAAI.V24I1.7660}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GaiZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangZ10, author = {Jianwen Zhang and Changshui Zhang}, editor = {Maria Fox and David Poole}, title = {Multitask Bregman Clustering}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {655--660}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7674}, doi = {10.1609/AAAI.V24I1.7674}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/LvZWWZ10, author = {Jiawei Lv and Jianwen Zhang and Fei Wang and Zheng Wang and Changshui Zhang}, editor = {Marcus Hutter and Frank Stephan and Vladimir Vovk and Thomas Zeugmann}, title = {Compressed Learning with Regular Concept}, booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT} 2010, Canberra, Australia, October 6-8, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6331}, pages = {163--178}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-16108-7\_16}, doi = {10.1007/978-3-642-16108-7\_16}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/alt/LvZWWZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/civr/WangFZY10, author = {Zheng Wang and Jiashi Feng and Changshui Zhang and Shuicheng Yan}, editor = {Shipeng Li and Xinbo Gao and Nicu Sebe}, title = {Learning to rank tags}, booktitle = {Proceedings of the 9th {ACM} International Conference on Image and Video Retrieval, {CIVR} 2010, Xi'an, China, July 5-7, 2010}, pages = {42--49}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1816041.1816049}, doi = {10.1145/1816041.1816049}, timestamp = {Tue, 20 Apr 2021 16:59:22 +0200}, biburl = {https://dblp.org/rec/conf/civr/WangFZY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/WangSZ10, author = {Zheng Wang and Yangqiu Song and Changshui Zhang}, editor = {Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {Homotopy Regularization for Boosting}, booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining, Sydney, Australia, 14-17 December 2010}, pages = {1115--1120}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDM.2010.14}, doi = {10.1109/ICDM.2010.14}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/WangSZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhangSZL10, author = {Jianwen Zhang and Yangqiu Song and Changshui Zhang and Shixia Liu}, editor = {Bharat Rao and Balaji Krishnapuram and Andrew Tomkins and Qiang Yang}, title = {Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora}, booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010}, pages = {1079--1088}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1835804.1835940}, doi = {10.1145/1835804.1835940}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/ZhangSZL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GaiCZ10, author = {Kun Gai and Guangyun Chen and Changshui Zhang}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Learning Kernels with Radiuses of Minimum Enclosing Balls}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {649--657}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/05049e90fa4f5039a8cadc6acbb4b2cc-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GaiCZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/alr/ZhangW09, author = {Changshui Zhang and Fei Wang}, title = {Graph-based semi-supervised learning}, journal = {Artif. Life Robotics}, volume = {14}, number = {4}, pages = {445--448}, year = {2009}, url = {https://doi.org/10.1007/s10015-009-0719-5}, doi = {10.1007/S10015-009-0719-5}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/alr/ZhangW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/CaiZP09, author = {Qutang Cai and Changshui Zhang and Chunyi Peng}, title = {Analysis of classification margin for classification accuracy with applications}, journal = {Neurocomputing}, volume = {72}, number = {7-9}, pages = {1960--1968}, year = {2009}, url = {https://doi.org/10.1016/j.neucom.2008.03.015}, doi = {10.1016/J.NEUCOM.2008.03.015}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/CaiZP09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/ChenWZ09, author = {Gang Chen and Fei Wang and Changshui Zhang}, title = {Collaborative filtering using orthogonal nonnegative matrix tri-factorization}, journal = {Inf. Process. Manag.}, volume = {45}, number = {3}, pages = {368--379}, year = {2009}, url = {https://doi.org/10.1016/j.ipm.2008.12.004}, doi = {10.1016/J.IPM.2008.12.004}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/ChenWZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/BanZA09, author = {Tao Ban and Changshui Zhang and Shigeo Abe}, title = {A new approach to discover interlacing data structures in high-dimensional space}, journal = {J. Intell. Inf. Syst.}, volume = {33}, number = {1}, pages = {3--22}, year = {2009}, url = {https://doi.org/10.1007/s10844-008-0055-6}, doi = {10.1007/S10844-008-0055-6}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jiis/BanZA09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/XiangNSZZ09, author = {Shiming Xiang and Feiping Nie and Yangqiu Song and Changshui Zhang and Chunxia Zhang}, title = {Embedding new data points for manifold learning via coordinate propagation}, journal = {Knowl. Inf. Syst.}, volume = {19}, number = {2}, pages = {159--184}, year = {2009}, url = {https://doi.org/10.1007/s10115-008-0161-3}, doi = {10.1007/S10115-008-0161-3}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/XiangNSZZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npl/ZhangNXH09, author = {Changshui Zhang and Feiping Nie and Shiming Xiang and Chenping Hou}, title = {Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations}, journal = {Neural Process. Lett.}, volume = {30}, number = {2}, pages = {89--102}, year = {2009}, url = {https://doi.org/10.1007/s11063-009-9110-8}, doi = {10.1007/S11063-009-9110-8}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npl/ZhangNXH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/paa/SongZLWXZ09, author = {Yangqiu Song and Changshui Zhang and Jianguo Lee and Fei Wang and Shiming Xiang and Dan Zhang}, title = {Semi-supervised discriminative classification with application to tumorous tissues segmentation of {MR} brain images}, journal = {Pattern Anal. Appl.}, volume = {12}, number = {2}, pages = {99--115}, year = {2009}, url = {https://doi.org/10.1007/s10044-008-0104-3}, doi = {10.1007/S10044-008-0104-3}, timestamp = {Thu, 08 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/paa/SongZLWXZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/WangWZSQ09, author = {Jingdong Wang and Fei Wang and Changshui Zhang and Helen C. Shen and Long Quan}, title = {Linear Neighborhood Propagation and Its Applications}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {31}, number = {9}, pages = {1600--1615}, year = {2009}, url = {https://doi.org/10.1109/TPAMI.2008.216}, doi = {10.1109/TPAMI.2008.216}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/WangWZSQ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/NieXSZ09, author = {Feiping Nie and Shiming Xiang and Yangqiu Song and Changshui Zhang}, title = {Extracting the optimal dimensionality for local tensor discriminant analysis}, journal = {Pattern Recognit.}, volume = {42}, number = {1}, pages = {105--114}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2008.03.012}, doi = {10.1016/J.PATCOG.2008.03.012}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/NieXSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/JiaZ09, author = {Yangqing Jia and Changshui Zhang}, title = {Front-view vehicle detection by Markov chain Monte Carlo method}, journal = {Pattern Recognit.}, volume = {42}, number = {3}, pages = {313--321}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2008.07.015}, doi = {10.1016/J.PATCOG.2008.07.015}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/JiaZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ShiZ09, author = {Zhenwei Shi and Changshui Zhang}, title = {Fast nonlinear autocorrelation algorithm for source separation}, journal = {Pattern Recognit.}, volume = {42}, number = {9}, pages = {1732--1741}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2008.12.025}, doi = {10.1016/J.PATCOG.2008.12.025}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ShiZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/HouZWJ09, author = {Chenping Hou and Changshui Zhang and Yi Wu and Yuanyuan Jiao}, title = {Stable local dimensionality reduction approaches}, journal = {Pattern Recognit.}, volume = {42}, number = {9}, pages = {2054--2066}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2008.12.009}, doi = {10.1016/J.PATCOG.2008.12.009}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/HouZWJ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/NieXJZ09, author = {Feiping Nie and Shiming Xiang and Yangqing Jia and Changshui Zhang}, title = {Semi-supervised orthogonal discriminant analysis via label propagation}, journal = {Pattern Recognit.}, volume = {42}, number = {11}, pages = {2615--2627}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2009.04.001}, doi = {10.1016/J.PATCOG.2009.04.001}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/NieXJZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WangWZZL09, author = {Fei Wang and Xin Wang and Daoqiang Zhang and Changshui Zhang and Tao Li}, title = {marginFace: {A} novel face recognition method by average neighborhood margin maximization}, journal = {Pattern Recognit.}, volume = {42}, number = {11}, pages = {2863--2875}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2009.04.015}, doi = {10.1016/J.PATCOG.2009.04.015}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WangWZZL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/HouNZW09, author = {Chenping Hou and Feiping Nie and Changshui Zhang and Yi Wu}, title = {Learning an Orthogonal and Smooth Subspace for Image Classification}, journal = {{IEEE} Signal Process. Lett.}, volume = {16}, number = {4}, pages = {303--306}, year = {2009}, url = {https://doi.org/10.1109/LSP.2009.2014283}, doi = {10.1109/LSP.2009.2014283}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/HouNZW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/XiangNZZ09, author = {Shiming Xiang and Feiping Nie and Chunxia Zhang and Changshui Zhang}, title = {Interactive Natural Image Segmentation via Spline Regression}, journal = {{IEEE} Trans. Image Process.}, volume = {18}, number = {7}, pages = {1623--1632}, year = {2009}, url = {https://doi.org/10.1109/TIP.2009.2018570}, doi = {10.1109/TIP.2009.2018570}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/XiangNZZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/XiangNZZ09, author = {Shiming Xiang and Feiping Nie and Changshui Zhang and Chunxia Zhang}, title = {Nonlinear Dimensionality Reduction with Local Spline Embedding}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {21}, number = {9}, pages = {1285--1298}, year = {2009}, url = {https://doi.org/10.1109/TKDE.2008.204}, doi = {10.1109/TKDE.2008.204}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/XiangNZZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/WangZL09, author = {Fei Wang and Changshui Zhang and Tao Li}, title = {Clustering with Local and Global Regularization}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {21}, number = {12}, pages = {1665--1678}, year = {2009}, url = {https://doi.org/10.1109/TKDE.2009.40}, doi = {10.1109/TKDE.2009.40}, timestamp = {Tue, 22 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/WangZL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/JiaNZ09, author = {Yangqing Jia and Feiping Nie and Changshui Zhang}, title = {Trace Ratio Problem Revisited}, journal = {{IEEE} Trans. Neural Networks}, volume = {20}, number = {4}, pages = {729--735}, year = {2009}, url = {https://doi.org/10.1109/TNN.2009.2015760}, doi = {10.1109/TNN.2009.2015760}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/JiaNZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhaoWZ09, author = {Bin Zhao and Fei Wang and Changshui Zhang}, title = {Block-Quantized Support Vector Ordinal Regression}, journal = {{IEEE} Trans. Neural Networks}, volume = {20}, number = {5}, pages = {882--890}, year = {2009}, url = {https://doi.org/10.1109/TNN.2009.2017533}, doi = {10.1109/TNN.2009.2017533}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ZhaoWZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ChenLQZ09, author = {Shuo Chen and Bin Liu and Mingjie Qian and Changshui Zhang}, editor = {David Wai{-}Lok Cheung and Il{-}Yeol Song and Wesley W. Chu and Xiaohua Hu and Jimmy Lin}, title = {Instance- and bag-level manifold regularization for aggregate outputs classification}, booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009}, pages = {1593--1596}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1645953.1646180}, doi = {10.1145/1645953.1646180}, timestamp = {Fri, 27 Aug 2021 11:13:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/ChenLQZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/QianNZ09, author = {Mingjie Qian and Feiping Nie and Changshui Zhang}, editor = {David Wai{-}Lok Cheung and Il{-}Yeol Song and Wesley W. Chu and Xiaohua Hu and Jimmy Lin}, title = {Efficient multi-class unlabeled constrained semi-supervised {SVM}}, booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009}, pages = {1665--1668}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1645953.1646199}, doi = {10.1145/1645953.1646199}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/QianNZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhaoKWZ09, author = {Bin Zhao and James Tin{-}Yau Kwok and Fei Wang and Changshui Zhang}, title = {Unsupervised Maximum Margin Feature Selection with manifold regularization}, booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}}, pages = {888--895}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/CVPR.2009.5206682}, doi = {10.1109/CVPR.2009.5206682}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ZhaoKWZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ChenZWZG09, author = {Gang Chen and Jianwen Zhang and Fei Wang and Changshui Zhang and Yuli Gao}, title = {Efficient multi-label classification with hypergraph regularization}, booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}}, pages = {1658--1665}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/CVPR.2009.5206813}, doi = {10.1109/CVPR.2009.5206813}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ChenZWZG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/GaiSZ09, author = {Kun Gai and Zhenwei Shi and Changshui Zhang}, title = {Blind separation of superimposed images with unknown motions}, booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}}, pages = {1881--1888}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/CVPR.2009.5206825}, doi = {10.1109/CVPR.2009.5206825}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/GaiSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChenCZCZ09, author = {Guangyun Chen and Gang Chen and Jianwen Zhang and Shuo Chen and Changshui Zhang}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Beyond Banditron: {A} Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {71--80}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.36}, doi = {10.1109/ICDM.2009.36}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ChenCZCZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhaoZ09, author = {Bin Zhao and Changshui Zhang}, editor = {Y{\"{u}}cel Saygin and Jeffrey Xu Yu and Hillol Kargupta and Wei Wang and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Compressed Spectral Clustering}, booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}, pages = {344--349}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDMW.2009.22}, doi = {10.1109/ICDMW.2009.22}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhaoZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChenLQZ09, author = {Shuo Chen and Bin Liu and Mingjie Qian and Changshui Zhang}, editor = {Y{\"{u}}cel Saygin and Jeffrey Xu Yu and Hillol Kargupta and Wei Wang and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Kernel K-means Based Framework for Aggregate Outputs Classification}, booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}, pages = {356--361}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDMW.2009.33}, doi = {10.1109/ICDMW.2009.33}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ChenLQZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/QianNZ09, author = {Mingjie Qian and Feiping Nie and Changshui Zhang}, editor = {Y{\"{u}}cel Saygin and Jeffrey Xu Yu and Hillol Kargupta and Wei Wang and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Probabilistic Labeled Semi-supervised {SVM}}, booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}, pages = {394--399}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDMW.2009.14}, doi = {10.1109/ICDMW.2009.14}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/QianNZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhaoKZ09, author = {Bin Zhao and James Tin{-}Yau Kwok and Changshui Zhang}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Maximum Margin Clustering with Multivariate Loss Function}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {637--646}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.37}, doi = {10.1109/ICDM.2009.37}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhaoKZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiuCQZ09, author = {Bin Liu and Shuo Chen and Mingjie Qian and Changshui Zhang}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Sparse Norm-Regularized Reconstructive Coefficients Learning}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {854--859}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.106}, doi = {10.1109/ICDM.2009.106}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LiuCQZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ChenZ09, author = {Shuo Chen and Changshui Zhang}, editor = {Craig Boutilier}, title = {Selecting Informative Universum Sample for Semi-Supervised Learning}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1016--1021}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/172.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:40 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ChenZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/JiaYZ09, author = {Yangqing Jia and Shuicheng Yan and Changshui Zhang}, editor = {Craig Boutilier}, title = {Semi-Supervised Classification on Evolutionary Data}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1083--1088}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/183.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/JiaYZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/NieXTZ09, author = {Feiping Nie and Dong Xu and Ivor W. Tsang and Changshui Zhang}, editor = {Craig Boutilier}, title = {Spectral Embedded Clustering}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1181--1186}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/199.pdf}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/NieXTZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WangSZ09, author = {Zheng Wang and Yangqiu Song and Changshui Zhang}, editor = {Craig Boutilier}, title = {Knowledge Transfer on Hybrid Graph}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1291--1296}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/217.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/WangSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangSCZ09, author = {Jianwen Zhang and Yangqiu Song and Gang Chen and Changshui Zhang}, editor = {Craig Boutilier}, title = {On-line Evolutionary Exponential Family Mixture}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1610--1615}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/269.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangSCZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/WangSZ09, author = {Shijun Wang and Ronald M. Summers and Changshui Zhang}, title = {A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at {CT} colonography}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta, Georgia, USA, 14-19 June 2009}, pages = {3251--3258}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/IJCNN.2009.5178636}, doi = {10.1109/IJCNN.2009.5178636}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/WangSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoKZ09, author = {Bin Zhao and James T. Kwok and Changshui Zhang}, title = {Multiple Kernel Clustering}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}}, pages = {638--649}, publisher = {{SIAM}}, year = {2009}, url = {https://doi.org/10.1137/1.9781611972795.55}, doi = {10.1137/1.9781611972795.55}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoKZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangSZ09, author = {Zheng Wang and Yangqiu Song and Changshui Zhang}, title = {Efficient Active Learning with Boosting}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}}, pages = {1232--1243}, publisher = {{SIAM}}, year = {2009}, url = {https://doi.org/10.1137/1.9781611972795.105}, doi = {10.1137/1.9781611972795.105}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ShiZZ08, author = {Zhenwei Shi and Dan Zhang and Changshui Zhang}, title = {{MACBSE:} Extracting signals with linear autocorrelations}, journal = {Neurocomputing}, volume = {71}, number = {4-6}, pages = {1082--1091}, year = {2008}, url = {https://doi.org/10.1016/j.neucom.2007.09.004}, doi = {10.1016/J.NEUCOM.2007.09.004}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ShiZZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/SunZL08, author = {Shiliang Sun and Changshui Zhang and Yue Lu}, title = {The random electrode selection ensemble for {EEG} signal classification}, journal = {Pattern Recognit.}, volume = {41}, number = {5}, pages = {1663--1675}, year = {2008}, url = {https://doi.org/10.1016/j.patcog.2007.10.023}, doi = {10.1016/J.PATCOG.2007.10.023}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/SunZL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/SongNZX08, author = {Yangqiu Song and Feiping Nie and Changshui Zhang and Shiming Xiang}, title = {A unified framework for semi-supervised dimensionality reduction}, journal = {Pattern Recognit.}, volume = {41}, number = {9}, pages = {2789--2799}, year = {2008}, url = {https://doi.org/10.1016/j.patcog.2008.01.001}, doi = {10.1016/J.PATCOG.2008.01.001}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/SongNZX08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/XiangNZ08, author = {Shiming Xiang and Feiping Nie and Changshui Zhang}, title = {Learning a Mahalanobis distance metric for data clustering and classification}, journal = {Pattern Recognit.}, volume = {41}, number = {12}, pages = {3600--3612}, year = {2008}, url = {https://doi.org/10.1016/j.patcog.2008.05.018}, doi = {10.1016/J.PATCOG.2008.05.018}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/XiangNZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/XiangNSZ08, author = {Shiming Xiang and Feiping Nie and Yangqiu Song and Changshui Zhang}, title = {Contour graph based human tracking and action sequence recognition}, journal = {Pattern Recognit.}, volume = {41}, number = {12}, pages = {3653--3664}, year = {2008}, url = {https://doi.org/10.1016/j.patcog.2008.05.016}, doi = {10.1016/J.PATCOG.2008.05.016}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/XiangNSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/SongNZ08, author = {Yangqiu Song and Feiping Nie and Changshui Zhang}, title = {Semi-supervised sub-manifold discriminant analysis}, journal = {Pattern Recognit. Lett.}, volume = {29}, number = {13}, pages = {1806--1813}, year = {2008}, url = {https://doi.org/10.1016/j.patrec.2008.05.024}, doi = {10.1016/J.PATREC.2008.05.024}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/SongNZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/DuanZZS08, author = {Zhiyao Duan and Yungang Zhang and Changshui Zhang and Zhenwei Shi}, title = {Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling}, journal = {{IEEE} Trans. Speech Audio Process.}, volume = {16}, number = {4}, pages = {766--778}, year = {2008}, url = {https://doi.org/10.1109/TASL.2008.919073}, doi = {10.1109/TASL.2008.919073}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/DuanZZS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/WangZ08, author = {Fei Wang and Changshui Zhang}, title = {Label Propagation through Linear Neighborhoods}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {20}, number = {1}, pages = {55--67}, year = {2008}, url = {https://doi.org/10.1109/TKDE.2007.190672}, doi = {10.1109/TKDE.2007.190672}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/WangZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/SongZ08, author = {Yangqiu Song and Changshui Zhang}, title = {Content-Based Information Fusion for Semi-Supervised Music Genre Classification}, journal = {{IEEE} Trans. Multim.}, volume = {10}, number = {1}, pages = {145--152}, year = {2008}, url = {https://doi.org/10.1109/TMM.2007.911305}, doi = {10.1109/TMM.2007.911305}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/SongZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WangZ08, author = {Fei Wang and Changshui Zhang}, title = {Semisupervised Learning Based on Generalized Point Charge Models}, journal = {{IEEE} Trans. Neural Networks}, volume = {19}, number = {7}, pages = {1307--1311}, year = {2008}, url = {https://doi.org/10.1109/TNN.2008.2000165}, doi = {10.1109/TNN.2008.2000165}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WangZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JiaZ08, author = {Yangqing Jia and Changshui Zhang}, editor = {Dieter Fox and Carla P. Gomes}, title = {Instance-level Semisupervised Multiple Instance Learning}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {640--645}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-102.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JiaZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/NieXJZY08, author = {Feiping Nie and Shiming Xiang and Yangqing Jia and Changshui Zhang and Shuicheng Yan}, editor = {Dieter Fox and Carla P. Gomes}, title = {Trace Ratio Criterion for Feature Selection}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {671--676}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-107.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/NieXJZY08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangZ08, author = {Fei Wang and Changshui Zhang}, editor = {Dieter Fox and Carla P. Gomes}, title = {On Discriminative Semi-Supervised Classification}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {720--725}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-115.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangLWZ08, author = {Fei Wang and Tao Li and Gang Wang and Changshui Zhang}, editor = {Dieter Fox and Carla P. Gomes}, title = {Semi-supervised Classification Using Local and Global Regularization}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {726--731}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-116.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangLWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangWZL08, author = {Dan Zhang and Fei Wang and Changshui Zhang and Tao Li}, editor = {Dieter Fox and Carla P. Gomes}, title = {Multi-View Local Learning}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {752--757}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-120.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangWZL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ChenWSZ08, author = {Shouchun Chen and Fei Wang and Yangqiu Song and Changshui Zhang}, editor = {James G. Shanahan and Sihem Amer{-}Yahia and Ioana Manolescu and Yi Zhang and David A. Evans and Aleksander Kolcz and Key{-}Sun Choi and Abdur Chowdhury}, title = {Semi-supervised ranking aggregation}, booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30, 2008}, pages = {1427--1428}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1458082.1458315}, doi = {10.1145/1458082.1458315}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/ChenWSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WangCZL08, author = {Fei Wang and Shouchun Chen and Changshui Zhang and Tao Li}, editor = {James G. Shanahan and Sihem Amer{-}Yahia and Ioana Manolescu and Yi Zhang and David A. Evans and Aleksander Kolcz and Key{-}Sun Choi and Abdur Chowdhury}, title = {Semi-supervised metric learning by maximizing constraint margin}, booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30, 2008}, pages = {1457--1458}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1458082.1458331}, doi = {10.1145/1458082.1458331}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/WangCZL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/CuiYWWZGT08, author = {Jingyu Cui and Qiong Yang and Fang Wen and Qiying Wu and Changshui Zhang and Luc Van Gool and Xiaoou Tang}, title = {Transductive object cutout}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587589}, doi = {10.1109/CVPR.2008.4587589}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/CuiYWWZGT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/GaiSZ08, author = {Kun Gai and Zhenwei Shi and Changshui Zhang}, title = {Blindly separating mixtures of multiple layers with spatial shifts}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587343}, doi = {10.1109/CVPR.2008.4587343}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/GaiSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangJHZQ08, author = {Jingdong Wang and Yangqing Jia and Xian{-}Sheng Hua and Changshui Zhang and Long Quan}, title = {Normalized tree partitioning for image segmentation}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587454}, doi = {10.1109/CVPR.2008.4587454}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/WangJHZQ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CuiZ08, author = {Jingyu Cui and Changshui Zhang}, title = {Towards optimal query design for relevance feedback in image retrieval}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, {USA}}, pages = {1225--1228}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICASSP.2008.4517837}, doi = {10.1109/ICASSP.2008.4517837}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CuiZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ZhaoWZS08, author = {Bin Zhao and Fei Wang and Changshui Zhang and Yangqiu Song}, title = {Active model selection for Graph-Based Semi-Supervised Learning}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, {USA}}, pages = {1881--1884}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICASSP.2008.4518001}, doi = {10.1109/ICASSP.2008.4518001}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ZhaoWZS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CaiSZ08, author = {Qu{-}Tang Cai and Yangqiu Song and Chang{-}shui Zhang}, title = {Cost-sensitive boosting algorithms as gradient descent}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, {USA}}, pages = {2009--2012}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICASSP.2008.4518033}, doi = {10.1109/ICASSP.2008.4518033}, timestamp = {Mon, 06 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CaiSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CaiPZ08, author = {Qu{-}Tang Cai and Chunyi Peng and Chang{-}shui Zhang}, title = {A weighted subspace approach for improving bagging performance}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, {USA}}, pages = {3341--3344}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICASSP.2008.4518366}, doi = {10.1109/ICASSP.2008.4518366}, timestamp = {Mon, 06 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CaiPZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhaoWZ08, author = {Bin Zhao and Fei Wang and Changshui Zhang}, title = {Maximum Margin Embedding}, booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {1127--1132}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDM.2008.25}, doi = {10.1109/ICDM.2008.25}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhaoWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/ZhengYZZX08, author = {Yalin Zheng and Guang Yang and Changshui Zhang and Jing Zheng and Yunpeng Xu}, editor = {De{-}Shuang Huang and Donald C. Wunsch II and Daniel S. Levine and Kang{-}Hyun Jo}, title = {Equivalence Knowledge Mass and Approximate Reasoning in -Logic {(I)}}, booktitle = {Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, {ICIC} 2008, Shanghai, China, September 15-18, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5227}, pages = {391--400}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-85984-0\_48}, doi = {10.1007/978-3-540-85984-0\_48}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/icic/ZhengYZZX08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/ZhangWSZ08, author = {Dan Zhang and Fei Wang and Zhenwei Shi and Changshui Zhang}, title = {Localized content based image retrieval by multiple instance active learning}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2008, October 12-15, 2008, San Diego, California, {USA}}, pages = {921--924}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICIP.2008.4711906}, doi = {10.1109/ICIP.2008.4711906}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/ZhangWSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/JiaWZH08, author = {Yangqing Jia and Jingdong Wang and Changshui Zhang and Xian{-}Sheng Hua}, title = {Augmented tree partitioning for interactive image segmentation}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2008, October 12-15, 2008, San Diego, California, {USA}}, pages = {2292--2295}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICIP.2008.4712249}, doi = {10.1109/ICIP.2008.4712249}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icip/JiaWZH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/JiaZ08, author = {Yangqing Jia and Changshui Zhang}, title = {Learning distance metric for semi-supervised image segmentation}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2008, October 12-15, 2008, San Diego, California, {USA}}, pages = {3204--3207}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICIP.2008.4712477}, doi = {10.1109/ICIP.2008.4712477}, timestamp = {Thu, 25 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/JiaZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/DuanLZ08, author = {Zhiyao Duan and Lie Lu and Changshui Zhang}, title = {Audio tonality mode classification without tonic annotations}, booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany}, pages = {1361--1364}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICME.2008.4607696}, doi = {10.1109/ICME.2008.4607696}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/DuanLZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhaoWZ08, author = {Bin Zhao and Fei Wang and Changshui Zhang}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Efficient multiclass maximum margin clustering}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {1248--1255}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390313}, doi = {10.1145/1390156.1390313}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZhaoWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/JiaZ08, author = {Yangqing Jia and Changshui Zhang}, title = {Local Regularized Least-Square Dimensionality Reduction}, booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008), December 8-11, 2008, Tampa, Florida, {USA}}, pages = {1--4}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICPR.2008.4761254}, doi = {10.1109/ICPR.2008.4761254}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/JiaZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/WangZ08, author = {Shijun Wang and Changshui Zhang}, title = {Collaborative learning by boosting in distributed environments}, booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008), December 8-11, 2008, Tampa, Florida, {USA}}, pages = {1--4}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICPR.2008.4761440}, doi = {10.1109/ICPR.2008.4761440}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/WangZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/DuanLZ08, author = {Zhiyao Duan and Lie Lu and Changshui Zhang}, editor = {Juan Pablo Bello and Elaine Chew and Douglas Turnbull}, title = {Collective Annotation of Music from Multiple Semantic Categories}, booktitle = {{ISMIR} 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008}, pages = {237--242}, year = {2008}, url = {http://ismir2008.ismir.net/papers/ISMIR2008\_250.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismir/DuanLZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhaoWZ08, author = {Bin Zhao and Fei Wang and Changshui Zhang}, editor = {Ying Li and Bing Liu and Sunita Sarawagi}, title = {Cuts3vm: a fast semi-supervised svm algorithm}, booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008}, pages = {830--838}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1401890.1401989}, doi = {10.1145/1401890.1401989}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ZhaoWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/JiaWZH08, author = {Yangqing Jia and Jingdong Wang and Changshui Zhang and Xian{-}Sheng Hua}, editor = {Abdulmotaleb El{-}Saddik and Son Vuong and Carsten Griwodz and Alberto Del Bimbo and K. Sel{\c{c}}uk Candan and Alejandro Jaimes}, title = {Finding image exemplars using fast sparse affinity propagation}, booktitle = {Proceedings of the 16th International Conference on Multimedia 2008, Vancouver, British Columbia, Canada, October 26-31, 2008}, pages = {639--642}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1459359.1459448}, doi = {10.1145/1459359.1459448}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/JiaWZH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangSZ08, author = {Zheng Wang and Yangqiu Song and Changshui Zhang}, editor = {Walter Daelemans and Bart Goethals and Katharina Morik}, title = {Transferred Dimensionality Reduction}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5212}, pages = {550--565}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-87481-2\_36}, doi = {10.1007/978-3-540-87481-2\_36}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/JiaWZ08, author = {Yangqing Jia and Zheng Wang and Changshui Zhang}, editor = {Walter Daelemans and Bart Goethals and Katharina Morik}, title = {Distortion-Free Nonlinear Dimensionality Reduction}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5211}, pages = {564--579}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-87479-9\_55}, doi = {10.1007/978-3-540-87479-9\_55}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/JiaWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangLZ08, author = {Fei Wang and Tao Li and Changshui Zhang}, title = {Semi-Supervised Clustering via Matrix Factorization}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}}, pages = {1--12}, publisher = {{SIAM}}, year = {2008}, url = {https://doi.org/10.1137/1.9781611972788.1}, doi = {10.1137/1.9781611972788.1}, timestamp = {Tue, 22 May 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangLZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangWWZ08, author = {Dan Zhang and Jingdong Wang and Fei Wang and Changshui Zhang}, title = {Semi-Supervised Classification with Universum}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}}, pages = {323--333}, publisher = {{SIAM}}, year = {2008}, url = {https://doi.org/10.1137/1.9781611972788.29}, doi = {10.1137/1.9781611972788.29}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhangWWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ChenSWZ08, author = {Gang Chen and Yangqiu Song and Fei Wang and Changshui Zhang}, title = {Semi-supervised Multi-label Learning by Solving a Sylvester Equation}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}}, pages = {410--419}, publisher = {{SIAM}}, year = {2008}, url = {https://doi.org/10.1137/1.9781611972788.37}, doi = {10.1137/1.9781611972788.37}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ChenSWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhaoWZ08, author = {Bin Zhao and Fei Wang and Changshui Zhang}, title = {Efficient Maximum Margin Clustering via Cutting Plane Algorithm}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}}, pages = {751--762}, publisher = {{SIAM}}, year = {2008}, url = {https://doi.org/10.1137/1.9781611972788.68}, doi = {10.1137/1.9781611972788.68}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhaoWZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ShiZ07, author = {Zhenwei Shi and Changshui Zhang}, title = {Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation}, journal = {Neurocomputing}, volume = {70}, number = {7-9}, pages = {1574--1581}, year = {2007}, url = {https://doi.org/10.1016/j.neucom.2006.10.103}, doi = {10.1016/J.NEUCOM.2006.10.103}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ShiZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangZ07, author = {Fei Wang and Changshui Zhang}, title = {Robust self-tuning semi-supervised learning}, journal = {Neurocomputing}, volume = {70}, number = {16-18}, pages = {2931--2939}, year = {2007}, url = {https://doi.org/10.1016/j.neucom.2006.11.004}, doi = {10.1016/J.NEUCOM.2006.11.004}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/WangZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ShiZ07a, author = {Zhenwei Shi and Changshui Zhang}, title = {Nonlinear innovation to blind source separation}, journal = {Neurocomputing}, volume = {71}, number = {1-3}, pages = {406--410}, year = {2007}, url = {https://doi.org/10.1016/j.neucom.2007.08.007}, doi = {10.1016/J.NEUCOM.2007.08.007}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ShiZ07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WuZH07, author = {Fei Wu and Changshui Zhang and Jingrui He}, title = {An evolutionary system for near-regular texture synthesis}, journal = {Pattern Recognit.}, volume = {40}, number = {8}, pages = {2271--2282}, year = {2007}, url = {https://doi.org/10.1016/j.patcog.2006.10.017}, doi = {10.1016/J.PATCOG.2006.10.017}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WuZH07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WangWZK07, author = {Fei Wang and Jingdong Wang and Changshui Zhang and James T. Kwok}, title = {Face recognition using spectral features}, journal = {Pattern Recognit.}, volume = {40}, number = {10}, pages = {2786--2797}, year = {2007}, url = {https://doi.org/10.1016/j.patcog.2007.01.023}, doi = {10.1016/J.PATCOG.2007.01.023}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WangWZK07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/SunZZ07, author = {Shiliang Sun and Changshui Zhang and Dan Zhang}, title = {An experimental evaluation of ensemble methods for {EEG} signal classification}, journal = {Pattern Recognit. Lett.}, volume = {28}, number = {15}, pages = {2157--2163}, year = {2007}, url = {https://doi.org/10.1016/j.patrec.2007.06.018}, doi = {10.1016/J.PATREC.2007.06.018}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/SunZZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/LinZWG07, author = {Zhonglin Lin and Changshui Zhang and Wei Wu and Xiaorong Gao}, title = {Frequency Recognition Based on Canonical Correlation Analysis for SSVEP-Based BCIs}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {54}, number = {6}, pages = {1172--1176}, year = {2007}, url = {https://doi.org/10.1109/TBME.2006.889197}, doi = {10.1109/TBME.2006.889197}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbe/LinZWG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/SunZ07, author = {Shiliang Sun and Changshui Zhang}, title = {The Selective Random Subspace Predictor for Traffic Flow Forecasting}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {8}, number = {2}, pages = {367--373}, year = {2007}, url = {https://doi.org/10.1109/TITS.2006.888603}, doi = {10.1109/TITS.2006.888603}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/SunZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ShiZ07, author = {Zhenwei Shi and Changshui Zhang}, title = {Blind Source Extraction Using Generalized Autocorrelations}, journal = {{IEEE} Trans. Neural Networks}, volume = {18}, number = {5}, pages = {1516--1524}, year = {2007}, url = {https://doi.org/10.1109/TNN.2007.895823}, doi = {10.1109/TNN.2007.895823}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/ShiZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangZL07, author = {Fei Wang and Changshui Zhang and Tao Li}, title = {Clustering with Local and Global Regularization}, booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada}, pages = {657--662}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/AAAI/2007/aaai07-104.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangZL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/ZhangSSZ07, author = {Dan Zhang and Zhenwei Shi and Yangqiu Song and Changshui Zhang}, editor = {Yasushi Yagi and Sing Bing Kang and In{-}So Kweon and Hongbin Zha}, title = {Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning}, booktitle = {Computer Vision - {ACCV} 2007, 8th Asian Conference on Computer Vision, Tokyo, Japan, November 18-22, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4843}, pages = {180--188}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-76386-4\_16}, doi = {10.1007/978-3-540-76386-4\_16}, timestamp = {Tue, 14 May 2019 10:00:50 +0200}, biburl = {https://dblp.org/rec/conf/accv/ZhangSSZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/SongZYZD07, author = {Yangqiu Song and Bin Zhang and Wen Jun Yin and Changshui Zhang and Jin Dong}, editor = {M{\'{a}}rio J. Silva and Alberto H. F. Laender and Ricardo A. Baeza{-}Yates and Deborah L. McGuinness and Bj{\o}rn Olstad and {\O}ystein Haug Olsen and Andr{\'{e}} O. Falc{\~{a}}o}, title = {Ranking with semi-supervised distance metric learning and its application to housing potential estimation}, booktitle = {Proceedings of the Sixteenth {ACM} Conference on Information and Knowledge Management, {CIKM} 2007, Lisbon, Portugal, November 6-10, 2007}, pages = {975--978}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1321440.1321589}, doi = {10.1145/1321440.1321589}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/SongZYZD07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/NieXSZ07, author = {Feiping Nie and Shiming Xiang and Yangqiu Song and Changshui Zhang}, title = {Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition}, booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota, {USA}}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/CVPR.2007.383411}, doi = {10.1109/CVPR.2007.383411}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/NieXSZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangZ07, author = {Fei Wang and Changshui Zhang}, title = {Feature Extraction by Maximizing the Average Neighborhood Margin}, booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota, {USA}}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/CVPR.2007.383124}, doi = {10.1109/CVPR.2007.383124}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/WangZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/XiongLZ07, author = {Liang Xiong and Jianguo Li and Changshui Zhang}, title = {Discriminant Additive Tangent Spaces for Object Recognition}, booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota, {USA}}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/CVPR.2007.383273}, doi = {10.1109/CVPR.2007.383273}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/XiongLZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/XiongWZ07, author = {Liang Xiong and Fei Wang and Changshui Zhang}, editor = {Joost N. Kok and Jacek Koronacki and Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and Stan Matwin and Dunja Mladenic and Andrzej Skowron}, title = {Semi-definite Manifold Alignment}, booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4701}, pages = {773--781}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74958-5\_79}, doi = {10.1007/978-3-540-74958-5\_79}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/XiongWZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Zhao0Z07, author = {Bin Zhao and Fei Wang and Changshui Zhang}, title = {Smoothness Maximization via Gradient Descents}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {609--612}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.366309}, doi = {10.1109/ICASSP.2007.366309}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Zhao0Z07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/NieXSZ07, author = {Feiping Nie and Shiming Xiang and Yangqiu Song and Changshui Zhang}, title = {Extracting the Optimal Dimensionality for Discriminant Analysis}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {617--620}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.366311}, doi = {10.1109/ICASSP.2007.366311}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/NieXSZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SongZX07, author = {Yangqiu Song and Changshui Zhang and Shiming Xiang}, title = {Semi-Supervised Music Genre Classification}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {729--732}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.366339}, doi = {10.1109/ICASSP.2007.366339}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SongZX07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CaiPZ07, author = {Qu{-}Tang Cai and Chunyi Peng and Chang{-}shui Zhang}, title = {Analysis of Max-Min Eigenvalue of Constrained Linear Combinations of Symmetric Matrices}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {1381--1384}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.367103}, doi = {10.1109/ICASSP.2007.367103}, timestamp = {Mon, 06 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CaiPZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChenWZ07, author = {Gang Chen and Fei Wang and Changshui Zhang}, title = {Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization}, booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}}, pages = {303--308}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICDMW.2007.18}, doi = {10.1109/ICDMW.2007.18}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ChenWZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XiongWZ07, author = {Liang Xiong and Fei Wang and Changshui Zhang}, title = {Multilevel Belief Propagation for Fast Inference on Markov Random Fields}, booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}}, pages = {371--380}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICDM.2007.9}, doi = {10.1109/ICDM.2007.9}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XiongWZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChenWZ07a, author = {Shouchun Chen and Fei Wang and Changshui Zhang}, title = {Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships}, booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}}, pages = {387--392}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICDMW.2007.44}, doi = {10.1109/ICDMW.2007.44}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ChenWZ07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/DuanZZS07, author = {Zhiyao Duan and Dan Zhang and Changshui Zhang and Zhenwei Shi}, title = {Multi-Pitch Estimation Based on Partial Event and Support Transfer}, booktitle = {Proceedings of the 2007 {IEEE} International Conference on Multimedia and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China}, pages = {216--219}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICME.2007.4284625}, doi = {10.1109/ICME.2007.4284625}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/DuanZZS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/ShiZZ07, author = {Zhenwei Shi and Dan Zhang and Changshui Zhang}, title = {A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources}, booktitle = {Proceedings of the 2007 {IEEE} International Conference on Multimedia and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China}, pages = {220--223}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICME.2007.4284626}, doi = {10.1109/ICME.2007.4284626}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/ShiZZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LiZWZ07, author = {Jianguo Li and Changshui Zhang and Tao Wang and Yimin Zhang}, editor = {Manuela M. Veloso}, title = {Generalized Additive Bayesian Network Classifiers}, booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007}, pages = {913--918}, year = {2007}, url = {http://ijcai.org/Proceedings/07/Papers/147.pdf}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/LiZWZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/NieXZ07, author = {Feiping Nie and Shiming Xiang and Changshui Zhang}, editor = {Manuela M. Veloso}, title = {Neighborhood MinMax Projections}, booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007}, pages = {993--998}, year = {2007}, url = {http://ijcai.org/Proceedings/07/Papers/160.pdf}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/NieXZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/CuiZ07, author = {Jingyu Cui and Changshui Zhang}, editor = {Rainer Lienhart and Anand R. Prasad and Alan Hanjalic and Sunghyun Choi and Brian P. Bailey and Nicu Sebe}, title = {Combining stroke-based and selection-based relevance feedback for content-based image retrieval}, booktitle = {Proceedings of the 15th International Conference on Multimedia 2007, Augsburg, Germany, September 24-29, 2007}, pages = {329--332}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1291233.1291304}, doi = {10.1145/1291233.1291304}, timestamp = {Thu, 04 Nov 2021 14:40:54 +0100}, biburl = {https://dblp.org/rec/conf/mm/CuiZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mmm/XiangNZZ07, author = {Shiming Xiang and Feiping Nie and Changshui Zhang and Chunxia Zhang}, editor = {Tat{-}Jen Cham and Jianfei Cai and Chitra Dorai and Deepu Rajan and Tat{-}Seng Chua and Liang{-}Tien Chia}, title = {Interactive Visual Object Extraction Based on Belief Propagation}, booktitle = {Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, {MMM} 2007, Singapore, January 9-12, 2007. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4351}, pages = {24--33}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-69423-6\_3}, doi = {10.1007/978-3-540-69423-6\_3}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mmm/XiangNZZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/XiangNSZZ07, author = {Shiming Xiang and Feiping Nie and Yangqiu Song and Changshui Zhang and Chunxia Zhang}, editor = {Zhi{-}Hua Zhou and Hang Li and Qiang Yang}, title = {Embedding New Data Points for Manifold Learning Via Coordinate Propagation}, booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4426}, pages = {332--343}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-71701-0\_33}, doi = {10.1007/978-3-540-71701-0\_33}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/XiangNSZZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangZ07, author = {Fei Wang and Changshui Zhang}, title = {Fast Multilevel Transduction on Graphs}, booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}}, pages = {157--168}, publisher = {{SIAM}}, year = {2007}, url = {https://doi.org/10.1137/1.9781611972771.15}, doi = {10.1137/1.9781611972771.15}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/WangZL07, author = {Fei Wang and Changshui Zhang and Tao Li}, editor = {Wessel Kraaij and Arjen P. de Vries and Charles L. A. Clarke and Norbert Fuhr and Noriko Kando}, title = {Regularized clustering for documents}, booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007}, pages = {95--102}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1277741.1277760}, doi = {10.1145/1277741.1277760}, timestamp = {Tue, 06 Nov 2018 11:07:23 +0100}, biburl = {https://dblp.org/rec/conf/sigir/WangZL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/WangWZW07, author = {Fei Wang and Shijun Wang and Changshui Zhang and Ole Winther}, editor = {Marina Meila and Xiaotong Shen}, title = {Semi-Supervised Mean Fields}, booktitle = {Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico, March 21-24, 2007}, series = {{JMLR} Proceedings}, volume = {2}, pages = {596--603}, publisher = {JMLR.org}, year = {2007}, url = {http://proceedings.mlr.press/v2/wang07c.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/WangWZW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejasp/TongHLMZZ06, author = {Hanghang Tong and Jingrui He and Mingjing Li and Wei{-}Ying Ma and Hong{-}Jiang Zhang and Changshui Zhang}, title = {Manifold-Ranking-Based Keyword Propagation for Image Retrieval}, journal = {{EURASIP} J. Adv. Signal Process.}, volume = {2006}, year = {2006}, url = {https://doi.org/10.1155/ASP/2006/79412}, doi = {10.1155/ASP/2006/79412}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejasp/TongHLMZZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ShiZ06, author = {Zhenwei Shi and Changshui Zhang}, title = {Gaussian moments for noisy complexity pursuit}, journal = {Neurocomputing}, volume = {69}, number = {7-9}, pages = {917--921}, year = {2006}, url = {https://doi.org/10.1016/j.neucom.2005.10.002}, doi = {10.1016/J.NEUCOM.2005.10.002}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ShiZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/SunZ06, author = {Shiliang Sun and Changshui Zhang}, title = {An optimal kernel feature extractor and its application to {EEG} signal classification}, journal = {Neurocomputing}, volume = {69}, number = {13-15}, pages = {1743--1748}, year = {2006}, url = {https://doi.org/10.1016/j.neucom.2005.12.125}, doi = {10.1016/J.NEUCOM.2005.12.125}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/SunZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mbec/SunZ06, author = {Shiliang Sun and Changshui Zhang}, title = {Adaptive feature extraction for {EEG} signal classification}, journal = {Medical Biol. Eng. Comput.}, volume = {44}, number = {10}, pages = {931--935}, year = {2006}, url = {https://doi.org/10.1007/s11517-006-0107-4}, doi = {10.1007/S11517-006-0107-4}, timestamp = {Wed, 27 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mbec/SunZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LeeZ06, author = {Jianguo Lee and Changshui Zhang}, title = {Classification of gene-expression data: The manifold-based metric learning way}, journal = {Pattern Recognit.}, volume = {39}, number = {12}, pages = {2450--2463}, year = {2006}, url = {https://doi.org/10.1016/j.patcog.2006.05.026}, doi = {10.1016/J.PATCOG.2006.05.026}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LeeZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbe/LinZWG06, author = {Zhonglin Lin and Changshui Zhang and Wei Wu and Xiaorong Gao}, title = {Frequency Recognition Based on Canonical Correlation Analysis for SSVEP-Based BCIs}, journal = {{IEEE} Trans. Biomed. Eng.}, volume = {53}, number = {12}, pages = {2610--2614}, year = {2006}, url = {https://doi.org/10.1109/TBME.2006.886577}, doi = {10.1109/TBME.2006.886577}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbe/LinZWG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/HeLZTZ06, author = {Jingrui He and Mingjing Li and HongJiang Zhang and Hanghang Tong and Changshui Zhang}, title = {Generalized Manifold-Ranking-Based Image Retrieval}, journal = {{IEEE} Trans. Image Process.}, volume = {15}, number = {10}, pages = {3170--3177}, year = {2006}, url = {https://doi.org/10.1109/TIP.2006.877491}, doi = {10.1109/TIP.2006.877491}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/HeLZTZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/SunZY06, author = {Shiliang Sun and Changshui Zhang and Guoqiang Yu}, title = {A bayesian network approach to traffic flow forecasting}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {7}, number = {1}, pages = {124--132}, year = {2006}, url = {https://doi.org/10.1109/TITS.2006.869623}, doi = {10.1109/TITS.2006.869623}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/SunZY06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/XiangNZ06, author = {Shiming Xiang and Feiping Nie and Changshui Zhang}, editor = {P. J. Narayanan and Shree K. Nayar and Heung{-}Yeung Shum}, title = {Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning}, booktitle = {Computer Vision - {ACCV} 2006, 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3851}, pages = {216--225}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11612032\_23}, doi = {10.1007/11612032\_23}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/XiangNZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/XiangNZ06a, author = {Shiming Xiang and Feiping Nie and Changshui Zhang}, editor = {P. J. Narayanan and Shree K. Nayar and Heung{-}Yeung Shum}, title = {Exemplar-Based Human Contour Tracking}, booktitle = {Computer Vision - {ACCV} 2006, 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3851}, pages = {338--347}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11612032\_35}, doi = {10.1007/11612032\_35}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/XiangNZ06a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/XiangNZ06b, author = {Shiming Xiang and Feiping Nie and Changshui Zhang}, editor = {P. J. Narayanan and Shree K. Nayar and Heung{-}Yeung Shum}, title = {Contour Matching Based on Belief Propagation}, booktitle = {Computer Vision - {ACCV} 2006, 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3852}, pages = {489--498}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11612704\_49}, doi = {10.1007/11612704\_49}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/XiangNZ06b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SongZLW06, author = {Yangqiu Song and Changshui Zhang and Jianguo Lee and Fei Wang}, title = {A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation of {MR} Brain Images}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} Workshops 2006, New York, NY, USA, 17-22 June, 2006}, pages = {79}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/CVPRW.2006.14}, doi = {10.1109/CVPRW.2006.14}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/SongZLW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangZSW06, author = {Fei Wang and Changshui Zhang and Helen C. Shen and Jingdong Wang}, title = {Semi-Supervised Classification Using Linear Neighborhood Propagation}, booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}}, pages = {160--167}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/CVPR.2006.272}, doi = {10.1109/CVPR.2006.272}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/WangZSW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/XiangNZZ06, author = {Shiming Xiang and Feiping Nie and Changshui Zhang and Chunxia Zhang}, editor = {Johannes F{\"{u}}rnkranz and Tobias Scheffer and Myra Spiliopoulou}, title = {Spline Embedding for Nonlinear Dimensionality Reduction}, booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4212}, pages = {825--832}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11871842\_85}, doi = {10.1007/11871842\_85}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/XiangNZZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangZ06, author = {Fei Wang and Changshui Zhang}, editor = {William W. Cohen and Andrew W. Moore}, title = {Label propagation through linear neighborhoods}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {985--992}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143968}, doi = {10.1145/1143844.1143968}, timestamp = {Tue, 19 Nov 2019 09:25:06 +0100}, biburl = {https://dblp.org/rec/conf/icml/WangZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LinZG06, author = {Zhonglin Lin and Changshui Zhang and Xiaorong Gao}, title = {Machine Learning Way for Boosting Accuracy in Canonical Correlation Analysis based Frequency Recognition}, booktitle = {Proceedings of the International Joint Conference on Neural Networks, {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence, {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006}, pages = {4645--4649}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IJCNN.2006.247115}, doi = {10.1109/IJCNN.2006.247115}, timestamp = {Tue, 10 Aug 2021 14:29:47 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LinZG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isnn/CaiZ06, author = {Qutang Cai and Changshui Zhang}, editor = {Jun Wang and Zhang Yi and Jacek M. Zurada and Bao{-}Liang Lu and Hujun Yin}, title = {Estimating Fractal Intrinsic Dimension from the Neighborhood}, booktitle = {Advances in Neural Networks - {ISNN} 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3971}, pages = {1312--1318}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11759966\_195}, doi = {10.1007/11759966\_195}, timestamp = {Tue, 20 Aug 2024 07:54:45 +0200}, biburl = {https://dblp.org/rec/conf/isnn/CaiZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuYZ06, author = {Yunpeng Xu and Xing Yi and Changshui Zhang}, editor = {Joydeep Ghosh and Diane Lambert and David B. Skillicorn and Jaideep Srivastava}, title = {A Random Walks Method for Text Classification}, booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining, April 20-22, 2006, Bethesda, MD, {USA}}, pages = {340--347}, publisher = {{SIAM}}, year = {2006}, url = {https://doi.org/10.1137/1.9781611972764.30}, doi = {10.1137/1.9781611972764.30}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuYZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sspr/SongZL06, author = {Yangqiu Song and Changshui Zhang and Jianguo Lee}, editor = {Dit{-}Yan Yeung and James T. Kwok and Ana L. N. Fred and Fabio Roli and Dick de Ridder}, title = {Graph Based Multi-class Semi-supervised Learning Using Gaussian Process}, booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint {IAPR} International Workshops, {SSPR} 2006 and {SPR} 2006, Hong Kong, China, August 17-19, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4109}, pages = {450--458}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11815921\_49}, doi = {10.1007/11815921\_49}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/sspr/SongZL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WengZL05, author = {Shifeng Weng and Changshui Zhang and Zhonglin Lin}, title = {Exploring the structure of supervised data by Discriminant Isometric Mapping}, journal = {Pattern Recognit.}, volume = {38}, number = {4}, pages = {599--601}, year = {2005}, url = {https://doi.org/10.1016/j.patcog.2004.08.014}, doi = {10.1016/J.PATCOG.2004.08.014}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WengZL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LeeWZB05, author = {Jianguo Lee and Jingdong Wang and Changshui Zhang and Zhaoqi Bian}, title = {Visual object recognition using probabilistic kernel subspace similarity}, journal = {Pattern Recognit.}, volume = {38}, number = {7}, pages = {997--1008}, year = {2005}, url = {https://doi.org/10.1016/j.patcog.2005.01.007}, doi = {10.1016/J.PATCOG.2005.01.007}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LeeWZB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangZY05, author = {Baibo Zhang and Changshui Zhang and Xing Yi}, title = {Active curve axis Gaussian mixture models}, journal = {Pattern Recognit.}, volume = {38}, number = {12}, pages = {2351--2362}, year = {2005}, url = {https://doi.org/10.1016/j.patcog.2005.01.017}, doi = {10.1016/J.PATCOG.2005.01.017}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangZY05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cis/MaQZW05, author = {Rui Ma and Yaxuan Qi and Changshui Zhang and Jiaxin Wang}, editor = {Yue Hao and Jiming Liu and Yuping Wang and Yiu{-}ming Cheung and Hujun Yin and Licheng Jiao and Jianfeng Ma and Yong{-}Chang Jiao}, title = {Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback}, booktitle = {Computational Intelligence and Security, International Conference, {CIS} 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3801}, pages = {1033--1038}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11596448\_154}, doi = {10.1007/11596448\_154}, timestamp = {Tue, 23 Feb 2021 17:25:41 +0100}, biburl = {https://dblp.org/rec/conf/cis/MaQZW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/TongHLMZZ05, author = {Hanghang Tong and Jingrui He and Mingjing Li and Wei{-}Ying Ma and Changshui Zhang and HongJiang Zhang}, title = {A Unified Optimization Based Learning Method for Image Retrieval}, booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}}, pages = {230--235}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/CVPR.2005.54}, doi = {10.1109/CVPR.2005.54}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/TongHLMZZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/SunZ05, author = {Shiliang Sun and Changshui Zhang}, editor = {Achim G. Hoffmann and Hiroshi Motoda and Tobias Scheffer}, title = {Learning On-Line Classification via Decorrelated {LMS} Algorithm: Application to Brain-Computer Interfaces}, booktitle = {Discovery Science, 8th International Conference, {DS} 2005, Singapore, October 8-11, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3735}, pages = {215--226}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11563983\_19}, doi = {10.1007/11563983\_19}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/dis/SunZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/WangLZ05, author = {Shijun Wang and Zhonglin Lin and Changshui Zhang}, editor = {Achim G. Hoffmann and Hiroshi Motoda and Tobias Scheffer}, title = {Network Boosting for {BCI} Applications}, booktitle = {Discovery Science, 8th International Conference, {DS} 2005, Singapore, October 8-11, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3735}, pages = {386--388}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11563983\_38}, doi = {10.1007/11563983\_38}, timestamp = {Tue, 23 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dis/WangLZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dmin/XiaZWL05, author = {Yinglong Xia and Changshui Zhang and Shifeng Weng and Rongbin Liu}, editor = {Hamid R. Arabnia and Anthony Scime}, title = {Fault-Tolerant {EM} Algorithm for {GMM} in Sensor Networks}, booktitle = {Proceedings of The 2005 International Conference on Data Mining, {DMIN} 2005, Las Vegas, Nevada, USA, June 20-23, 2005}, pages = {166--172}, publisher = {{CSREA} Press}, year = {2005}, timestamp = {Thu, 09 Feb 2006 12:55:11 +0100}, biburl = {https://dblp.org/rec/conf/dmin/XiaZWL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/WangZ05, author = {Shijun Wang and Changshui Zhang}, editor = {Jo{\~{a}}o Gama and Rui Camacho and Pavel Brazdil and Al{\'{\i}}pio Jorge and Lu{\'{\i}}s Torgo}, title = {Network Game and Boosting}, booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3720}, pages = {461--472}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11564096\_44}, doi = {10.1007/11564096\_44}, timestamp = {Wed, 24 Mar 2021 17:12:00 +0100}, biburl = {https://dblp.org/rec/conf/ecml/WangZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fskd/ZhengZX05, author = {Yalin Zheng and Changshui Zhang and Yinglong Xia}, editor = {Lipo Wang and Yaochu Jin}, title = {Type {II} Topological Logic C\({}^{\mbox{1}}\)\({}_{\mbox{T}}\) and Approximate Reasoning}, booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference, {FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3613}, pages = {243--252}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11539506\_31}, doi = {10.1007/11539506\_31}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/fskd/ZhengZX05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fskd/ZhengZY05, author = {Yalin Zheng and Changshui Zhang and Xin Yao}, editor = {Lipo Wang and Yaochu Jin}, title = {Type-I Topological Logic C\({}^{\mbox{1}}\)\({}_{\mbox{I}}\) and Approximate Reasoning}, booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference, {FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3613}, pages = {253--262}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11539506\_32}, doi = {10.1007/11539506\_32}, timestamp = {Thu, 25 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fskd/ZhengZY05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fskd/SunZL05, author = {Shiliang Sun and Changshui Zhang and Naijiang Lu}, editor = {Lipo Wang and Yaochu Jin}, title = {On the On-line Learning Algorithms for {EEG} Signal Classification in Brain Computer Interfaces}, booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference, {FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3614}, pages = {638--647}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11540007\_79}, doi = {10.1007/11540007\_79}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/fskd/SunZL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SunZZ05, author = {Shiliang Sun and Changshui Zhang and Yi Zhang}, editor = {Wlodzislaw Duch and Janusz Kacprzyk and Erkki Oja and Slawomir Zadrozny}, title = {Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor}, booktitle = {Artificial Neural Networks: Formal Models and Their Applications - {ICANN} 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3697}, pages = {273--278}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11550907\_43}, doi = {10.1007/11550907\_43}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/SunZZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icapr/WangZ05, author = {Fei Wang and Changshui Zhang}, editor = {Peng Wang and Maneesha Singh and Chidanand Apt{\'{e}} and Petra Perner}, title = {Spectral Clustering for Time Series}, booktitle = {Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August 22-25, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3686}, pages = {345--354}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11551188\_37}, doi = {10.1007/11551188\_37}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icapr/WangZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icapr/YiXZ05, author = {Xing Yi and Yunpeng Xu and Changshui Zhang}, editor = {Peng Wang and Maneesha Singh and Chidanand Apt{\'{e}} and Petra Perner}, title = {Multi-view {EM} Algorithm for Finite Mixture Models}, booktitle = {Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August 22-25, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3686}, pages = {420--425}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11551188\_45}, doi = {10.1007/11551188\_45}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icapr/YiXZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icapr/XuZL05, author = {Yunpeng Xu and Changshui Zhang and Naijiang Lu}, editor = {Peng Wang and Maneesha Singh and Chidanand Apt{\'{e}} and Petra Perner}, title = {A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech}, booktitle = {Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August 22-25, 2005, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3686}, pages = {544--552}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11551188\_60}, doi = {10.1007/11551188\_60}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icapr/XuZL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/HeZZT05, author = {Jingrui He and Changshui Zhang and Nanyuan Zhao and Hanghang Tong}, title = {Boosting Web Image Search by Co-Ranking}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {409--412}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1415428}, doi = {10.1109/ICASSP.2005.1415428}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/HeZZT05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SunZ05, author = {Shiliang Sun and Changshui Zhang}, title = {Assessing features for electroencephalographic signal categorization}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {417--420}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1416329}, doi = {10.1109/ICASSP.2005.1416329}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SunZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccsa/YaoZCL05, author = {Xin Yao and Changshui Zhang and Jinwen Chen and Yanda Li}, editor = {Osvaldo Gervasi and Marina L. Gavrilova and Vipin Kumar and Antonio Lagan{\`{a}} and Heow Pueh Lee and Youngsong Mun and David Taniar and Chih Jeng Kenneth Tan}, title = {On the Scale-Free Intersection Graphs}, booktitle = {Computational Science and Its Applications - {ICCSA} 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3481}, pages = {1217--1224}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11424826\_129}, doi = {10.1007/11424826\_129}, timestamp = {Thu, 28 Apr 2022 16:17:38 +0200}, biburl = {https://dblp.org/rec/conf/iccsa/YaoZCL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/ZhangZ05a, author = {Yungang Zhang and Changshui Zhang}, title = {Separation of Voice and Music by Harmonic Structure Stability Analysis}, booktitle = {Proceedings of the 2005 {IEEE} International Conference on Multimedia and Expo, {ICME} 2005, July 6-9, 2005, Amsterdam, The Netherlands}, pages = {562--565}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/ICME.2005.1521485}, doi = {10.1109/ICME.2005.1521485}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/ZhangZ05a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnc/SunZ05, author = {Shiliang Sun and Changshui Zhang}, editor = {Lipo Wang and Ke Chen and Yew{-}Soon Ong}, title = {Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting}, booktitle = {Advances in Natural Computation, First International Conference, {ICNC} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3611}, pages = {652--655}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11539117\_93}, doi = {10.1007/11539117\_93}, timestamp = {Sun, 02 Jun 2019 21:14:27 +0200}, biburl = {https://dblp.org/rec/conf/icnc/SunZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mcs/WangZL05, author = {Fei Wang and Changshui Zhang and Naijiang Lu}, editor = {Nikunj C. Oza and Robi Polikar and Josef Kittler and Fabio Roli}, title = {Boosting {GMM} and Its Two Applications}, booktitle = {Multiple Classifier Systems, 6th International Workshop, {MCS} 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3541}, pages = {12--21}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11494683\_2}, doi = {10.1007/11494683\_2}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/mcs/WangZL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/HeTLMZ05, author = {Jingrui He and Hanghang Tong and Mingjing Li and Wei{-}Ying Ma and Changshui Zhang}, editor = {HongJiang Zhang and John R. Smith and Qi Tian}, title = {Multiple random walk and its application in content-based image retrieval}, booktitle = {Proceedings of the 7th {ACM} {SIGMM} International Workshop on Multimedia Information Retrieval, {MIR} 2005, November 10-11, 2005, Singapore}, pages = {151--158}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1101826.1101852}, doi = {10.1145/1101826.1101852}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mir/HeTLMZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mldm/ZhangZ05, author = {Baibo Zhang and Changshui Zhang}, editor = {Petra Perner and Atsushi Imiya}, title = {Finite Mixture Models with Negative Components}, booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3587}, pages = {31--41}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11510888\_4}, doi = {10.1007/11510888\_4}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/mldm/ZhangZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mldm/XiangZCL05, author = {Shiming Xiang and Changshui Zhang and Xiaoping Chen and Naijiang Lu}, editor = {Petra Perner and Atsushi Imiya}, title = {A New Approach to Human Motion Sequence Recognition with Application to Diving Actions}, booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3587}, pages = {487--496}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11510888\_48}, doi = {10.1007/11510888\_48}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mldm/XiangZCL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mldm/XiaWZL05, author = {Yinglong Xia and Shifeng Weng and Changshui Zhang and Shao Li}, editor = {Petra Perner and Atsushi Imiya}, title = {Mixture Random Effect Model Based Meta-analysis for Medical Data Mining}, booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3587}, pages = {630--640}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11510888\_62}, doi = {10.1007/11510888\_62}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mldm/XiaWZL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/TongHLZM05, author = {Hanghang Tong and Jingrui He and Mingjing Li and Changshui Zhang and Wei{-}Ying Ma}, editor = {HongJiang Zhang and Tat{-}Seng Chua and Ralf Steinmetz and Mohan S. Kankanhalli and Lynn Wilcox}, title = {Graph based multi-modality learning}, booktitle = {Proceedings of the 13th {ACM} International Conference on Multimedia, Singapore, November 6-11, 2005}, pages = {862--871}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1101149.1101337}, doi = {10.1145/1101149.1101337}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/TongHLZM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mmm/TongLZZHM05, author = {Hanghang Tong and Mingjing Li and HongJiang Zhang and Changshui Zhang and Jingrui He and Wei{-}Ying Ma}, editor = {Yi{-}Ping Phoebe Chen}, title = {Learning No-Reference Quality Metric by Examples}, booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005), 12-14 January 2005, Melbourne, Australia}, pages = {247--254}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/MMMC.2005.52}, doi = {10.1109/MMMC.2005.52}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mmm/TongLZZHM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangZ05, author = {Yungang Zhang and Changshui Zhang}, title = {Separation of Music Signals by Harmonic Structure Modeling}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {1617--1624}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/d3aeec875c479e55d1cdeea161842ec6-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhangZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vision/LiuZX05, author = {Rongbin Liu and Changshui Zhang and Yinglong Xia}, editor = {Hamid R. Arabnia}, title = {Importance Feature Sampling in Random Subspace}, booktitle = {Proceedings of The 2005 International Conference on Computer Vision, {VISION} 2005, Las Vegas, Nevada, USA, June 20-23, 2005}, pages = {192--197}, publisher = {{CSREA} Press}, year = {2005}, timestamp = {Tue, 10 Nov 2015 10:39:01 +0100}, biburl = {https://dblp.org/rec/conf/vision/LiuZX05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/cvbia/2005, editor = {Yanxi Liu and Tianzi Jiang and Changshui Zhang}, title = {Computer Vision for Biomedical Image Applications, First International Workshop, {CVBIA} 2005, Beijing, China, October 21, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3765}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11569541}, doi = {10.1007/11569541}, isbn = {3-540-29411-2}, timestamp = {Tue, 27 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvbia/2005.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangZY04, author = {Baibo Zhang and Changshui Zhang and Xing Yi}, title = {Competitive {EM} algorithm for finite mixture models}, journal = {Pattern Recognit.}, volume = {37}, number = {1}, pages = {131--144}, year = {2004}, url = {https://doi.org/10.1016/S0031-3203(03)00140-7}, doi = {10.1016/S0031-3203(03)00140-7}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangZY04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangZZ04, author = {Yungang Zhang and Changshui Zhang and David Zhang}, title = {Distance metric learning by knowledge embedding}, journal = {Pattern Recognit.}, volume = {37}, number = {1}, pages = {161--163}, year = {2004}, url = {https://doi.org/10.1016/S0031-3203(03)00218-8}, doi = {10.1016/S0031-3203(03)00218-8}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangWZZ04, author = {Changshui Zhang and Jun Wang and Nanyuan Zhao and David Zhang}, title = {Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction}, journal = {Pattern Recognit.}, volume = {37}, number = {2}, pages = {325--336}, year = {2004}, url = {https://doi.org/10.1016/j.patcog.2003.07.005}, doi = {10.1016/J.PATCOG.2003.07.005}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangWZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangZZ04a, author = {Yungang Zhang and Changshui Zhang and David Zhang}, title = {Erratum to "Distance metric learning by knowledge embedding" [Pattern Recognition 37(1)161-163(2004)]}, journal = {Pattern Recognit.}, volume = {37}, number = {4}, pages = {855}, year = {2004}, url = {https://doi.org/10.1016/j.patcog.2003.12.001}, doi = {10.1016/J.PATCOG.2003.12.001}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangZZ04a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/ZhouZW04, author = {Yonglei Zhou and Changshui Zhang and Jingchun Wang}, editor = {Carl Edward Rasmussen and Heinrich H. B{\"{u}}lthoff and Bernhard Sch{\"{o}}lkopf and Martin A. Giese}, title = {Tunable Nearest Neighbor Classifier}, booktitle = {Pattern Recognition, 26th {DAGM} Symposium, August 30 - September 1, 2004, T{\"{u}}bingen, Germany, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3175}, pages = {204--211}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-28649-3\_25}, doi = {10.1007/978-3-540-28649-3\_25}, timestamp = {Mon, 26 Jun 2023 20:48:30 +0200}, biburl = {https://dblp.org/rec/conf/dagm/ZhouZW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/SunZYLX04, author = {Shiliang Sun and Changshui Zhang and Guoqiang Yu and Naijiang Lu and Fei Xiao}, editor = {Jean{-}Fran{\c{c}}ois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi}, title = {Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data}, booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3201}, pages = {419--428}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30115-8\_39}, doi = {10.1007/978-3-540-30115-8\_39}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/SunZYLX04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fgr/XuZH04, author = {Xun Xu and Changshui Zhang and Thomas S. Huang}, title = {Active Morphable Model: An Efficient Method for Face Analysis}, booktitle = {Sixth {IEEE} International Conference on Automatic Face and Gesture Recognition {(FGR} 2004), May 17-19, 2004, Seoul, Korea}, pages = {837--842}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/AFGR.2004.1301638}, doi = {10.1109/AFGR.2004.1301638}, timestamp = {Thu, 06 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fgr/XuZH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/ZhengZY04, author = {Yalin Zheng and Changshui Zhang and Xing Yi}, title = {Mamdanian logic}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004, Budapest, Hungary, July 25-29, 2004}, pages = {629--634}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/FUZZY.2004.1375470}, doi = {10.1109/FUZZY.2004.1375470}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/ZhengZY04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YuZ04, author = {Guoqiang Yu and Changshui Zhang}, title = {Switching {ARIMA} model based forecasting for traffic flow}, booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004}, pages = {429--432}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/ICASSP.2004.1326286}, doi = {10.1109/ICASSP.2004.1326286}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/YuZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/HeLZZ04, author = {Jingrui He and Mingjing Li and HongJiang Zhang and Changshui Zhang}, title = {Symmetry feature in content-based image retrieval}, booktitle = {Proceedings of the 2004 International Conference on Image Processing, {ICIP} 2004, Singapore, October 24-27, 2004}, pages = {417--420}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/ICIP.2004.1418779}, doi = {10.1109/ICIP.2004.1418779}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/HeLZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/TongLZZ04, author = {Hanghang Tong and Mingjing Li and HongJiang Zhang and Changshui Zhang}, title = {No-reference quality assessment for {JPEG2000} compressed images}, booktitle = {Proceedings of the 2004 International Conference on Image Processing, {ICIP} 2004, Singapore, October 24-27, 2004}, pages = {3539--3542}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/ICIP.2004.1421880}, doi = {10.1109/ICIP.2004.1421880}, timestamp = {Thu, 25 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/TongLZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/TongLZZ04, author = {Hanghang Tong and Mingjing Li and HongJiang Zhang and Changshui Zhang}, title = {Blur detection for digital images using wavelet transform}, booktitle = {Proceedings of the 2004 {IEEE} International Conference on Multimedia and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan}, pages = {17--20}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICME.2004.1394114}, doi = {10.1109/ICME.2004.1394114}, timestamp = {Tue, 30 Jul 2024 10:01:11 +0200}, biburl = {https://dblp.org/rec/conf/icmcs/TongLZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/YiZW04, author = {Xing Yi and Changshui Zhang and Jingdong Wang}, title = {Multi-view {EM} algorithm and its application to color image segmentation}, booktitle = {Proceedings of the 2004 {IEEE} International Conference on Multimedia and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan}, pages = {351--354}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICME.2004.1394201}, doi = {10.1109/ICME.2004.1394201}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmcs/YiZW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LeeWZB04, author = {Jianguo Lee and Jingdong Wang and Changshui Zhang and Zhaoqi Bian}, editor = {Carla E. Brodley}, title = {Probabilistic tangent subspace: a unified view}, booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference {(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004}, series = {{ACM} International Conference Proceeding Series}, volume = {69}, publisher = {{ACM}}, year = {2004}, url = {https://doi.org/10.1145/1015330.1015362}, doi = {10.1145/1015330.1015362}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LeeWZB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/HeLZZ04, author = {Jingrui He and Mingjing Li and HongJiang Zhang and Changshui Zhang}, title = {W-Boost and Its Application to Web Image Classification}, booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004, Cambridge, UK, August 23-26, 2004}, pages = {148--151}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICPR.2004.1334029}, doi = {10.1109/ICPR.2004.1334029}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/HeLZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/YiKZ04, author = {Xing Yi and Zhongbao Kou and Changshui Zhang}, title = {Classifier Combination based on Active Learning}, booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004, Cambridge, UK, August 23-26, 2004}, pages = {184--187}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICPR.2004.1334054}, doi = {10.1109/ICPR.2004.1334054}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/YiKZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/WuZZ04, author = {Fei Wu and Yonglei Zhou and Changshui Zhang}, title = {Relevant Linear Feature Extraction Using Side-information and Unlabeled Data}, booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004, Cambridge, UK, August 23-26, 2004}, pages = {582--585}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICPR.2004.1334596}, doi = {10.1109/ICPR.2004.1334596}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/WuZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifip12/ZhuangKZ04, author = {Like Zhuang and Zhongbao Kou and Changshui Zhang}, editor = {Zhongzhi Shi and Qing He}, title = {Session Identification Based on Time Interval in Web Log Mining}, booktitle = {Intelligent Information Processing II, {IFIP} {TC12/WG12.3} International Conference on Intelligent Information Processing {(IIP} 2004), October 21-23, 2004, Beijing, China}, series = {{IFIP}}, volume = {163}, pages = {389--396}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/0-387-23152-8\_50}, doi = {10.1007/0-387-23152-8\_50}, timestamp = {Sat, 29 Aug 2020 18:19:34 +0200}, biburl = {https://dblp.org/rec/conf/ifip12/ZhuangKZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isnn/WengWZ04, author = {Shifeng Weng and Fai Wong and Changshui Zhang}, editor = {Fuliang Yin and Jun Wang and Chengan Guo}, title = {A New Adaptive Self-Organizing Map}, booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3173}, pages = {205--210}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-28647-9\_35}, doi = {10.1007/978-3-540-28647-9\_35}, timestamp = {Thu, 26 Sep 2019 16:40:33 +0200}, biburl = {https://dblp.org/rec/conf/isnn/WengWZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isnn/LinWZLX04, author = {Zhonglin Lin and Shifeng Weng and Changshui Zhang and Naijiang Lu and Zhimin Xia}, editor = {Fuliang Yin and Jun Wang and Chengan Guo}, title = {Learning the Supervised {NLDR} Mapping for Classification}, booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3173}, pages = {900--905}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-28647-9\_148}, doi = {10.1007/978-3-540-28647-9\_148}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isnn/LinWZLX04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isnn/ZhangSY04, author = {Changshui Zhang and Shiliang Sun and Guoqiang Yu}, editor = {Fuliang Yin and Jun Wang and Chengan Guo}, title = {Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data}, booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3174}, pages = {950--955}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-28648-6\_151}, doi = {10.1007/978-3-540-28648-6\_151}, timestamp = {Thu, 09 Jan 2020 18:22:01 +0100}, biburl = {https://dblp.org/rec/conf/isnn/ZhangSY04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/HeTLZZ04, author = {Jingrui He and Hanghang Tong and Mingjing Li and HongJiang Zhang and Changshui Zhang}, editor = {Michael S. Lew and Nicu Sebe and Chabane Djeraba}, title = {Mean version space: a new active learning method for content-based image retrieval}, booktitle = {Proceedings of the 6th {ACM} {SIGMM} International Workshop on Multimedia Information Retrieval, {MIR} 2004, October 15-16, 2004, New York, NY, {USA}}, pages = {15--22}, publisher = {{ACM}}, year = {2004}, url = {https://doi.org/10.1145/1026711.1026715}, doi = {10.1145/1026711.1026715}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mir/HeTLZZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/HeLZTZ04, author = {Jingrui He and Mingjing Li and HongJiang Zhang and Hanghang Tong and Changshui Zhang}, editor = {Henning Schulzrinne and Nevenka Dimitrova and Martina Angela Sasse and Sue B. Moon and Rainer Lienhart}, title = {Manifold-ranking based image retrieval}, booktitle = {Proceedings of the 12th {ACM} International Conference on Multimedia, New York, NY, USA, October 10-16, 2004}, pages = {9--16}, publisher = {{ACM}}, year = {2004}, url = {https://doi.org/10.1145/1027527.1027531}, doi = {10.1145/1027527.1027531}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/HeLZTZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcm/HeLZTZ04, author = {Jingrui He and Mingjing Li and HongJiang Zhang and Hanghang Tong and Changshui Zhang}, editor = {Kiyoharu Aizawa and Yuichi Nakamura and Shin'ichi Satoh}, title = {Automatic Peak Number Detection in Image Symmetry Analysis}, booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30 - December 3, 2004, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {3333}, pages = {111--118}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30543-9\_15}, doi = {10.1007/978-3-540-30543-9\_15}, timestamp = {Fri, 10 Mar 2023 14:55:31 +0100}, biburl = {https://dblp.org/rec/conf/pcm/HeLZTZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcm/TongLZHZ04, author = {Hanghang Tong and Mingjing Li and HongJiang Zhang and Jingrui He and Changshui Zhang}, editor = {Kiyoharu Aizawa and Yuichi Nakamura and Shin'ichi Satoh}, title = {Classification of Digital Photos Taken by Photographers or Home Users}, booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30 - December 3, 2004, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3331}, pages = {198--205}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30541-5\_25}, doi = {10.1007/978-3-540-30541-5\_25}, timestamp = {Fri, 10 Mar 2023 14:55:31 +0100}, biburl = {https://dblp.org/rec/conf/pcm/TongLZHZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcm/HeLLZTZ04, author = {Jingrui He and Mingjing Li and Zhiwei Li and HongJiang Zhang and Hanghang Tong and Changshui Zhang}, editor = {Kiyoharu Aizawa and Yuichi Nakamura and Shin'ichi Satoh}, title = {Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval}, booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30 - December 3, 2004, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3332}, pages = {213--220}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30542-2\_27}, doi = {10.1007/978-3-540-30542-2\_27}, timestamp = {Fri, 10 Mar 2023 14:55:31 +0100}, biburl = {https://dblp.org/rec/conf/pcm/HeLLZTZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/ZhouZW04, author = {Yonglei Zhou and Changshui Zhang and Jingchun Wang}, editor = {Chengqi Zhang and Hans W. Guesgen and Wai{-}Kiang Yeap}, title = {Extended Nearest Feature Line Classifier}, booktitle = {{PRICAI} 2004: Trends in Artificial Intelligence, 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, August 9-13, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3157}, pages = {183--190}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-28633-2\_21}, doi = {10.1007/978-3-540-28633-2\_21}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/pricai/ZhouZW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/WangLZ03, author = {Jingdong Wang and Jianguo Lee and Changshui Zhang}, editor = {Ricard Gavald{\`{a}} and Klaus P. Jantke and Eiji Takimoto}, title = {Kernel Trick Embedded Gaussian Mixture Model}, booktitle = {Algorithmic Learning Theory, 14th International Conference, {ALT} 2003, Sapporo, Japan, October 17-19, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2842}, pages = {159--174}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39624-6\_14}, doi = {10.1007/978-3-540-39624-6\_14}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/alt/WangLZ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/WangZK03, author = {Jun Wang and Changshui Zhang and Zhongbao Kou}, editor = {Richard W. Harvey and J. Andrew Bangham}, title = {An Analytical Mapping for {LLE} and Its Application in Multi-Pose Face Synthesis}, booktitle = {British Machine Vision Conference, {BMVC} 2003, Norwich, UK, September, 2003. Proceedings}, pages = {1--12}, publisher = {{BMVA} Press}, year = {2003}, url = {https://doi.org/10.5244/C.17.1}, doi = {10.5244/C.17.1}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/WangZK03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/ZhongbaoTZ03, author = {Zhongbao Kou and Ban Tao and Changshui Zhang}, editor = {Gunter Grieser and Yuzuru Tanaka and Akihiro Yamamoto}, title = {Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction}, booktitle = {Discovery Science, 6th International Conference, {DS} 2003, Sapporo, Japan, October 17-19,2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2843}, pages = {328--335}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39644-4\_30}, doi = {10.1007/978-3-540-39644-4\_30}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/dis/ZhongbaoTZ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecal/TaoCW03, author = {Ban Tao and Changshui Zhang and Shu Wei}, editor = {Wolfgang Banzhaf and Thomas Christaller and Peter Dittrich and Jan T. Kim and Jens Ziegler}, title = {A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures}, booktitle = {Advances in Artificial Life, 7th European Conference, {ECAL} 2003, Dortmund, Germany, September 14-17, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2801}, pages = {572--579}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39432-7\_61}, doi = {10.1007/978-3-540-39432-7\_61}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/ecal/TaoCW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/LeeWZ03, author = {Jianguo Lee and Jingdong Wang and Changshui Zhang}, editor = {Nada Lavrac and Dragan Gamberger and Ljupco Todorovski and Hendrik Blockeel}, title = {Color Image Segmentation: Kernel Do the Feature Space}, booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2837}, pages = {253--264}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39857-8\_24}, doi = {10.1007/978-3-540-39857-8\_24}, timestamp = {Thu, 25 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecml/LeeWZ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/ZhangZW03, author = {Yungang Zhang and Changshui Zhang and Shijun Wang}, editor = {Nada Lavrac and Dragan Gamberger and Ljupco Todorovski and Hendrik Blockeel}, title = {Clustering in Knowledge Embedded Space}, booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2837}, pages = {480--491}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39857-8\_43}, doi = {10.1007/978-3-540-39857-8\_43}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/ZhangZW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/WangLZ03a, author = {Jingdong Wang and Jianguo Lee and Changshui Zhang}, title = {Kernel {GMM} and its application to image binarization}, booktitle = {Proceedings of the 2003 {IEEE} International Conference on Multimedia and Expo, {ICME} 2003, 6-9 July 2003, Baltimore, MD, {USA}}, pages = {533--536}, publisher = {{IEEE} Computer Society}, year = {2003}, url = {https://doi.org/10.1109/ICME.2003.1220972}, doi = {10.1109/ICME.2003.1220972}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/WangLZ03a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LiuSZ02, author = {Ce Liu and Heung{-}Yeung Shum and Changshui Zhang}, editor = {Anders Heyden and Gunnar Sparr and Mads Nielsen and Peter Johansen}, title = {Hierarchical Shape Modeling for Automatic Face Localization}, booktitle = {Computer Vision - {ECCV} 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {2351}, pages = {687--703}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-47967-8\_46}, doi = {10.1007/3-540-47967-8\_46}, timestamp = {Wed, 28 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/LiuSZ02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuSZ01, author = {Ce Liu and Heung{-}Yeung Shum and Changshui Zhang}, title = {A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model}, booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai, HI, {USA}}, pages = {192--198}, publisher = {{IEEE} Computer Society}, year = {2001}, url = {https://doi.org/10.1109/CVPR.2001.990475}, doi = {10.1109/CVPR.2001.990475}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiuSZ01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhouXGZZ01, author = {Jie Zhou and Le{-}ping Xin and Dashan Gao and Changshui Zhang and David Zhang}, title = {Automated Cartridge Identification for Firearm Authentication}, booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai, HI, {USA}}, pages = {749--754}, publisher = {{IEEE} Computer Society}, year = {2001}, url = {https://doi.org/10.1109/CVPR.2001.990551}, doi = {10.1109/CVPR.2001.990551}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ZhouXGZZ01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/ChenZR01, author = {Jun Chen and Changshui Zhang and Gang Rong}, title = {Palmprint recognition using crease}, booktitle = {Proceedings of the 2001 International Conference on Image Processing, {ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001}, pages = {234--237}, publisher = {{IEEE}}, year = {2001}, url = {https://doi.org/10.1109/ICIP.2001.958094}, doi = {10.1109/ICIP.2001.958094}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/ChenZR01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LvZZ00, author = {Xiao{-}guang Lv and Jie Zhou and Changshui Zhang}, title = {A Novel Algorithm for Rotated Human Face Detection}, booktitle = {2000 Conference on Computer Vision and Pattern Recognition {(CVPR} 2000), 13-15 June 2000, Hilton Head, SC, {USA}}, pages = {1760--1765}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/CVPR.2000.855897}, doi = {10.1109/CVPR.2000.855897}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LvZZ00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/ZhangS00, author = {Changshui Zhang and Yanhua Sun}, title = {{AR} model for keystroker verification}, booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man {\&} Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations, and their Complex Interactions", Sheraton Music City Hotel, Nashville, Tennessee, USA, 8-11 October 2000}, pages = {2887--2890}, publisher = {{IEEE}}, year = {2000}, url = {https://doi.org/10.1109/ICSMC.2000.884437}, doi = {10.1109/ICSMC.2000.884437}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/ZhangS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/PengZB98, author = {Hui Peng and Changshui Zhang and Zhaoqi Bian}, editor = {Anil K. Jain and Svetha Venkatesh and Brian C. Lovell}, title = {A fully automated face recognition system under different conditions}, booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR} 1998, Brisbane, Australia, 16-20 August, 1998}, pages = {1223--1225}, publisher = {{IEEE} Computer Society}, year = {1998}, url = {https://doi.org/10.1109/ICPR.1998.711919}, doi = {10.1109/ICPR.1998.711919}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/PengZB98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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