Shu-Tao Xia

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Tao DaiAssistant Professor, Shenzhen UniversityVerified email at szu.edu.cn
Yisen WangAssistant Professor, Peking UniversityVerified email at pku.edu.cn
Bin Chen (陈斌）Tsinghua UniversityVerified email at tsinghua.org.cn
Jie HAOBeijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Yiming Li (李一鸣)Ph.D. Candidate, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xin-Ji LiuPh. D. Candidate, Department of Computer Science and Technology, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Qingtao TangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Qing LiPeng Cheng Laboratory, Shenzhen, ChinaVerified email at pcl.ac.cn
Dongxian WuProject Researcher, University of TokyoVerified email at k.u-tokyo.ac.jp
Baoyuan WuAssociate Professor, CUHK-SZVerified email at cuhk.edu.cn
Yan FengTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Jiawang BaiTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Bowen ZhaoTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Kenneth ShumThe Chinese University of Hong Kong (Shenzhen)Verified email at cuhk.edu.cn
Xiyu YanTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Li NiuShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Laizhong CuiShenzhen UniversityVerified email at szu.edu.cn
Dan LiTsinghua UniversityVerified email at tsinghua.edu.cn
Mingwei XuComputer Science, Tsinghua UniversityVerified email at csnet1.cs.tsinghua.edu.cn
Yong CuiProfessor of Computer Science, Tsinghua UniversityVerified email at tsinghua.edu.cn

Shu-Tao Xia

Tsinghua University

Verified email at sz.tsinghua.edu.cn - Homepage

coding and information theory machine learning computer vision networking


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Second-order attention network for single image super-resolution T Dai, J Cai, Y Zhang, ST Xia, L Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	491	2019
Dimensionality-driven learning with noisy labels X Ma, Y Wang, ME Houle, S Zhou, S Erfani, S Xia, S Wijewickrema, ... International Conference on Machine Learning, 3355-3364, 2018	210	2018
Iterative learning with open-set noisy labels Y Wang, W Liu, X Ma, J Bailey, H Zha, L Song, ST Xia Proceedings of the IEEE conference on computer vision and pattern …, 2018	169	2018
Johnson type bounds on constant dimension codes ST Xia, FW Fu Designs, Codes and Cryptography 50 (2), 163-172, 2009	129	2009
Adversarial weight perturbation helps robust generalization D Wu, ST Xia, Y Wang arXiv preprint arXiv:2004.05884, 2020	83	2020
Skip connections matter: On the transferability of adversarial examples generated with resnets D Wu, Y Wang, ST Xia, J Bailey, X Ma arXiv preprint arXiv:2002.05990, 2020	67	2020
Maintaining discrimination and fairness in class incremental learning B Zhao, X Xiao, G Gan, B Zhang, ST Xia Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	62	2020
Constructions of Optimal Cyclic Locally Repairable Codes B Chen, ST Xia, J Hao, FW Fu IEEE Transactions on Information Theory 64 (4), 2499-2511, 2017	51	2017
Some results on optimal locally repairable codes J Hao, ST Xia, B Chen 2016 IEEE International Symposium on Information Theory (ISIT), 440-444, 2016	50	2016
A novel consistent random forest framework: Bernoulli random forests Y Wang, ST Xia, Q Tang, J Wu, X Zhu IEEE transactions on neural networks and learning systems 29 (8), 3510-3523, 2017	47	2017
Back-propagation neural network on Markov chains from system call sequences: a new approach for detecting Android malware with system call sequences X Xiao, Z Wang, Q Li, S Xia, Y Jiang IET Information Security 11 (1), 8-15, 2017	45	2017
Deterministic constructions of binary measurement matrices from finite geometry ST Xia, XJ Liu, Y Jiang, HT Zheng IEEE Transactions on Signal Processing 63 (4), 1017-1029, 2014	41	2014
Backdoor learning: A survey Y Li, B Wu, Y Jiang, Z Li, ST Xia arXiv preprint arXiv:2007.08745, 2020	39	2020
Bounds and constructions of locally repairable codes: parity-check matrix approach J Hao, ST Xia, KW Shum, B Chen, FW Fu, Y Yang IEEE Transactions on Information Theory 66 (12), 7465-7474, 2020	36*	2020
Entropy-based bilateral filtering with a new range kernel T Dai, W Lu, W Wang, J Wang, ST Xia Signal Processing 137, 223-234, 2017	36	2017
Improved analysis for subspace pursuit algorithm in terms of restricted isometry constant CB Song, ST Xia, XJ Liu IEEE Signal Processing Letters 21 (11), 1365-1369, 2014	35	2014
Byte segment neural network for network traffic classification R Li, X Xiao, S Ni, H Zheng, S Xia 2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS), 1-10, 2018	34	2018
A survey of network update in SDN D Li, S Wang, K Zhu, S Xia Frontiers of Computer Science 11 (1), 4-12, 2017	32	2017
Constructions of quasi-cyclic measurement matrices based on array codes XJ Liu, ST Xia 2013 IEEE International Symposium on Information Theory, 479-483, 2013	32	2013
Rethinking the trigger of backdoor attack Y Li, T Zhai, B Wu, Y Jiang, Z Li, S Xia arXiv preprint arXiv:2004.04692, 2020	31	2020

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