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Chang Xu 0002
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Publications
- 2023
- [c144]Yunke Wang, Bo Du, Chang Xu:
Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning. AAAI 2023: 10262-10270 - [c132]Ziqing Lu, Chang Xu, Bo Du:
MultiDrop: A Local Rademacher Complexity-Based Regularization for Multitask Models. IJCNN 2023: 1-6 - [c131]Yunke Wang, Xiyu Wang, Anh-Dung Dinh, Bo Du, Charles Xu:
Learning to Schedule in Diffusion Probabilistic Models. KDD 2023: 2478-2488 - [i119]Yunke Wang, Bo Du, Chang Xu:
Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning. CoRR abs/2302.06271 (2023) - [i101]Yunke Wang, Minjing Dong, Bo Du, Chang Xu:
Imitation Learning from Purified Demonstration. CoRR abs/2310.07143 (2023) - 2022
- [j41]Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama:
LocalDrop: A Hybrid Regularization for Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3590-3601 (2022) - [i97]Yunke Wang, Bo Du, Chang Xu:
Multi-Tailed Vision Transformer for Efficient Inference. CoRR abs/2203.01587 (2022) - 2021
- [j37]Yongjian Zhong, Bo Du, Chang Xu:
Learning to reweight examples in multi-label classification. Neural Networks 142: 428-436 (2021) - [c91]Jiajun Huang, Xueyu Wang, Bo Du, Pei Du, Chang Xu:
DeepFake MNIST+: A DeepFake Facial Animation Dataset. ICCVW 2021: 1973-1982 - [c90]Shuo Yang, Zeyu Feng, Pei Du, Bo Du, Chang Xu:
Structure-Aware Stabilization of Adversarial Robustness with Massive Contrastive Adversaries. ICDM 2021: 807-816 - [c87]Yunke Wang, Chang Xu, Bo Du, Honglak Lee:
Learning to Weight Imperfect Demonstrations. ICML 2021: 10961-10970 - [c85]Yunke Wang, Chang Xu, Bo Du:
Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations. IJCAI 2021: 3155-3161 - [i83]Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama:
LocalDrop: A Hybrid Regularization for Deep Neural Networks. CoRR abs/2103.00719 (2021) - [i66]Jiajun Huang, Xueyu Wang, Bo Du, Pei Du, Chang Xu:
DeepFake MNIST+: A DeepFake Facial Animation Dataset. CoRR abs/2108.07949 (2021) - 2020
- [j34]Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao:
Robust learning with imperfect privileged information. Artif. Intell. 282: 103246 (2020) - [j27]Xue Li, Bo Du, Yipeng Zhang, Chang Xu, Dacheng Tao:
Iterative Privileged Learning. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2805-2817 (2020) - 2018
- [j13]Bo Du, Shaodong Wang, Chang Xu, Nan Wang, Liangpei Zhang, Dacheng Tao:
Multi-Task Learning for Blind Source Separation. IEEE Trans. Image Process. 27(9): 4219-4231 (2018) - [c22]Yongjian Zhong, Chang Xu, Bo Du, Lefei Zhang:
Independent Feature and Label Components for Multi-label Classification. ICDM 2018: 827-836 - [c21]Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao:
R-SVM+: Robust Learning with Privileged Information. IJCAI 2018: 2411-2417
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