Xu Zheng

According to our database, Xu Zheng authored at least 7 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning.

Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Esteban Schafir, Farhad Shirani, Dongsheng Luo

CoRR, 2024

F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI.

Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo

CoRR, 2024

PAC Learnability under Explanation-Preserving Graph Perturbations.

Xu Zheng, Farhad Shirani, Tianchun Wang, Shouwei Gao, Wenqian Dong, Wei Cheng, Dongsheng Luo

CoRR, 2024

TimeX++: Learning Time-Series Explanations with Information Bottleneck.

Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, Zhuomin Chen, Lei Song, Wenqian Dong, Jayantha Obeysekera, Farhad Shirani, Dongsheng Luo

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Parametric Augmentation for Time Series Contrastive Learning.

Xu Zheng, Tianchun Wang, Wei Cheng, Aitian Ma, Haifeng Chen, Mo Sha, Dongsheng Luo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks.

Xu Zheng, Farhad Shirani, Tianchun Wang, Wei Cheng, Zhuomin Chen, Haifeng Chen, Hua Wei, Dongsheng Luo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Unsafe Behavior Detection with Adaptive Contrastive Learning in Industrial Control Systems.

Xu Zheng, Tianchun Wang, Samin Yasar Chowdhury, Ruimin Sun, Dongsheng Luo

Proceedings of the IEEE European Symposium on Security and Privacy, 2023