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Shu‐Tao Xia

Tsinghua University

47H-index
563Paper Count
1.1WCitation Count
Published Papers 55
Publication Date
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Universal image restoration via task-adaptive diffusion degradation oriented model
errPattern Recognition
IF7.6
err2026-01-29
err0
PREAI
errJunxi Wu; Sicheng Pan; Naiqi Li; Bin Chen; Baoyi An; Zhi Wang; Yaowei Wang; Shu-Tao Xia
errShare
errSave
A temporal-aware generative network for cross-modal video universal adversarial perturbation generation
errKnowledge-Based Systems
IF7.6
err2026-01-28
err0
PREAI
errKai-Wen Zhang; Shuo-Yang Sun; Hao Fang; Chang-Le Zhou; Bin Chen; Shu-Tao Xia
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errSave
Learning gated experts for segment anything in the wild
errPattern Recognition
IF7.6
err2026-01-24
err0
PREAI
errYizhen Guo; Hang Guo; Tao Dai; Zhi Wang; Bin Chen; Shu-Tao Xia
errShare
errSave
Revolving NBP-Like Decoders for Cyclic and Quasi-Cyclic LDPC Codes
errIEEE Transactions on Communications
IF8.3
err2026-01-01
err0
PREAI
errQinshan Zhang; Bin Chen; Tianqu Zhuang; Yong Jiang; Shu-Tao Xia
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errSave
Toward Dataset Copyright Evasion Attack Against Personalized Text-to-Image Diffusion Models
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-01
err0
PREAI
errKuofeng Gao; Yufei Zhu; Yiming Li; Jiawang Bai; Yong Yang; Zhifeng Li; Shu-Tao Xia
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errSave
New Constructions of q-Ary MDS Array Codes Derived From Fq[x]/xm + λ and Their Efficient Erasure Encoding/Decoding
errIEEE Transactions on Information Theory
IF2.9
err2025-11-01
err0
PREAI
errLv, Jingjie; Zhu, Hongwei; Fang, Weijun; Hou, Hanxu; Xia, Shu-Tao
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errSave
GI-NAS: Boosting Gradient Inversion Attacks Through Adaptive Neural Architecture Search
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errWenbo Yu; Hao Fang; Bin Chen; Xiaohang Sui; Chuan Chen; Hao Wu; Shu-Tao Xia; Ke Xu
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errSave
On the Effectiveness of Adversarial Training Against Backdoor Attacks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-10-01
err3
errOAAI
errGao, Yinghua; Wu, Dongxian; Zhang, Jingfeng; Gan, Guanhao; Xia, Shu-Tao; Niu, Gang; Sugiyama, Masashi
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errSave
Virally delivered CMYA5 enhances the assembly of cardiac dyads
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2024-09-05
err0
PREAI
errLu, Fujian; Liou, Carter; Ma, Qing; Wu, Zexuan; Xue, Bingqing; Xia, Yu; Xia, Shutao; Trembley, Michael A.; Ponek, Anna; Xie, Wenjun; Shani, Kevin; Bortolin, Raul H.; Prondzynski, Maksymilian; Berkson, Paul; Zhang, Xiaoran; Naya, Francisco J.; Bedi, Kenneth C.; Margulies, Kenneth B.; Zhang, Donghui; Parker, Kevin K.; Pu, William T.
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errSave
IL-37 Modulates Myocardial Calcium Handling via the p-STAT3/SERCA2a Axis in HF-Related Engineered Human Heart Tissue
errADVANCED HEALTHCARE MATERIALS
IF9.6
err2024-02-19
err0
PREAI
errYin, Dan; Liu, Yong; Xue, Bingqing; Ding, Rui; Wang, Gang; Xia, Shutao; Zhang, Donghui
errShare
errSave
Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-02-18
err0
PREAI
errWang, Jinpeng; Zeng, Ziyun; Chen, Bin; Wang, Yuting; Liao, Dongliang; Li, Gongfu; Wang, Yiru; Xia, Shu-Tao
errShare
errSave
Pyramid hybrid pooling quantization for efficient fine-grained image retrieval
errPATTERN RECOGNITION LETTERS
IF3.3
err2024-02-01
err6
errOAAI
errZeng, Ziyun; Wang, Jinpeng; Chen, Bin; Dai, Tao; Xia, Shu-Tao; Wang, Zhi
errShare
errSave
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-02-01
err8
PREAI
errDai, Tao; Ya, Mengxi; Li, Jinmin; Zhang, Xinyi; Xia, Shu-Tao; Zhu, Zexuan
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errSave
Delving into Identify-Emphasize Paradigm for Combating Unknown Bias
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-01-13
err0
errOAAI
errZhao, Bowen; Chen, Chen; Wang, Qian-Wei; He, Anfeng; Xia, Shu-Tao
errShare
errSave
Robust k-Means-Type Clustering for Noisy Data
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errXiao, Xi; Ma, Hailong; Gan, Guojun; Li, Qing; Zhang, Bin; Xia, Shutao
errShare
errSave
Backdoor Learning: A Survey
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err169
errOAAI
errLi, Yiming; Jiang, Yong; Li, Zhifeng; Xia, Shu-Tao
errShare
errSave
Backdoor Attack With Sparse and Invisible Trigger
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err2
PREAI
errGao, Yinghua; Li, Yiming; Gong, Xueluan; Li, Zhifeng; Xia, Shu-Tao; Wang, Qian
errShare
errSave
Imperceptible and Robust Backdoor Attack in 3D Point Cloud
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err8
errOAAI
errGao, Kuofeng; Bai, Jiawang; Wu, Baoyuan; Ya, Mengxi; Xia, Shu-Tao
errShare
errSave
Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks
errPATTERN RECOGNITION
IF7.6
err2023-07-01
err17
PREAI
errGao, Yinghua; Li, Yiming; Zhu, Linghui; Wu, Dongxian; Jiang, Yong; Xia, Shu-Tao
errShare
errSave
Detecting and grouping keypoints for multi-person pose estimation using instance-aware attention
errPATTERN RECOGNITION
IF7.6
err2023-04-01
err13
PREAI
errYang, Sen; Feng, Ze; Wang, Zhicheng; Li, Yanjie; Zhang, Shoukui; Quan, Zhibin; Xia, Shu-tao; Yang, Wankou
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
William T. Pu
H-index: 91 · Papers: 333
K
Kenneth B. Margulies
H-index: 88 · Papers: 599
R
Rongxing Lu
H-index: 84 · Papers: 783
K
Kevin Kit Parker
H-index: 83 · Papers: 244
X
Xiang‐Gen Xia
H-index: 80 · Papers: 1.0K
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