Selected Publications

• Xu Zheng, et, al, Wei Cheng, Dongsheng Luo, LM$^2$otifs:An Explainable Framework for Text Authorship Detection, Manuscripts, paper,code

• Xu Zheng,Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo, F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI. ICLR 2025, paper,code

• Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Esteban Schafir, Farhad Shirani, Dongsheng Luo,``Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning’’. Preprint, paper

• Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, et. al, Dongsheng Luo, TimeX++: Learning Time-Series Explanations with Information Bottleneck, ICML 2024,paper,code

• Tianchun Wang, Farhad Shirani, Xu Zheng, Wei Cheng, Haifeng Chen, Dongsheng Luo and Xiang Zhang, Chiseling the Graph: An Edge-Sculpting Method for Explaining Graph Neural Networks. Preprint, paper

• Shouwei Gao, Xu Zheng, et. al, Dongsheng Luo, Wenqian Dong, Loxia: Self-Guided Pruning for Scientific AI Foundation Models, Preprint

• Xu Zheng*, Farhad Shirani*, Tianchun Wang, Shouwei Gao, Wenqian Dong, Wei Cheng, Dongsheng Luo, PAC Learnability under Explanation-Preserving Graph Perturbations, Arxiv 2024, paper,code

• Xu Zheng, Tianchun Wang, Wei Cheng, Aitian Ma, Haifeng Chen, Mo Sha, Dongsheng Luo, Parametric Augmentation for Time Series Contrastive Learning, ICLR 2024, IJCAI workshop AI4TS 2023, paper,code

• Xu Zheng*, Farhad Shirani*, Tianchun Wang, Wei Cheng, Zhuomin Chen, Haifeng Chen, Hua Wei, Dongsheng Luo, Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks, ICLR 2024,paper,project,code

• Minghao Lin, Minghao Cheng, Yueqi Chen, Xu Zheng, Dongsheng Luo, Huajiang Chen, CLExtract: An End-to-End Tool Decoding Highly Corrupted Satellite Stream from Eavesdropping, Black Hat USA Arsenal 2023, Web

• Xu Zheng, Tianchun Wang, Samin Yasar Chowdhury, Ruimin Sun, Dongsheng Luo, Unsafe Behavior Detection with Adaptive Contrastive Learning in Industrial Control Systems, EuroS&PW 2023, Paper

• Xu Zheng, Yali Zheng, Shubing Yang, Generating Multiple Hypotheses for 3D Human Mesh and Pose using Conditional Generative Adversarial Nets, ACCV 2022, Paper

• * means the same contribution.