Gao, Xiao-Shan

22 publications

NeurIPS 2025 Analyzing the Power of Chain of Thought Through Memorization Capabilities Lijia Yu, Xiao-Shan Gao, Lijun Zhang

NeurIPS 2025 BridgePure: Limited Protection Leakage Can Break Black-Box Data Protection Yihan Wang, Yiwei Lu, Xiao-Shan Gao, Gautam Kamath, Yaoliang Yu

ICLR 2025 Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power Lijia Yu, Yibo Miao, Yifan Zhu, Xiao-Shan Gao, Lijun Zhang

TMLR 2025 MUC: Machine Unlearning for Contrastive Learning with Black-Box Evaluation Yihan Wang, Yiwei Lu, Guojun Zhang, Franziska Boenisch, Adam Dziedzic, Yaoliang Yu, Xiao-Shan Gao

AAAI 2025 PowerMLP: An Efficient Version of KAN Ruichen Qiu, Yibo Miao, Shiwen Wang, Yifan Zhu, Lijia Yu, Xiao-Shan Gao

ICLR 2025 Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization Shuang Liu, Yihan Wang, Yifan Zhu, Yibo Miao, Xiao-Shan Gao

NeurIPS 2025 Provable Watermarking for Data Poisoning Attacks Yifan Zhu, Lijia Yu, Xiao-Shan Gao

NeurIPS 2025 Red-Teaming Text-to-Image Systems by Rule-Based Preference Modeling Yichuan Cao, Yibo Miao, Xiao-Shan Gao, Yinpeng Dong

ICMLW 2024 Alignment Calibration: Machine Unlearning for Contrastive Learning Under Auditing Yihan Wang, Yiwei Lu, Guojun Zhang, Franziska Boenisch, Adam Dziedzic, Yaoliang Yu, Xiao-Shan Gao

AAAI 2024 Detection and Defense of Unlearnable Examples Yifan Zhu, Lijia Yu, Xiao-Shan Gao

NeurIPS 2024 Efficient Availability Attacks Against Supervised and Contrastive Learning Simultaneously Yihan Wang, Yifan Zhu, Xiao-Shan Gao

ICML 2024 Efficient Black-Box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior Shuyu Cheng, Yibo Miao, Yinpeng Dong, Xiao Yang, Xiao-Shan Gao, Jun Zhu

AAAI 2024 Game-Theoretic Unlearnable Example Generator Shuang Liu, Yihan Wang, Xiao-Shan Gao

NeurIPS 2024 Generalizablity of Memorization Neural Network Lijia Yu, Xiao-Shan Gao, Lijun Zhang, Yibo Miao

ICML 2024 Generalization Bound and New Algorithm for Clean-Label Backdoor Attack Lijia Yu, Shuang Liu, Yibo Miao, Xiao-Shan Gao, Lijun Zhang

NeurIPS 2024 Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective Yibo Miao, Yinpeng Dong, Jinlai Zhang, Lijia Yu, Xiao Yang, Xiao-Shan Gao

ICLR 2024 Optimal Robust Memorization with ReLU Neural Networks Lijia Yu, Xiao-Shan Gao, Lijun Zhang

NeurIPS 2024 T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models Yibo Miao, Yifan Zhu, Lijia Yu, Jun Zhu, Xiao-Shan Gao, Yinpeng Dong

ICML 2024 Toward Availability Attacks in 3D Point Clouds Yifan Zhu, Yibo Miao, Yinpeng Dong, Xiao-Shan Gao

ICML 2023 Adversarial Parameter Attack on Deep Neural Networks Lijia Yu, Yihan Wang, Xiao-Shan Gao

ICMLW 2023 Mathematical Theory of Adversarial Deep Learning Xiao-Shan Gao, Lijia Yu, Shuang Liu

NeurIPS 2022 Isometric 3D Adversarial Examples in the Physical World Yibo Miao, Yinpeng Dong, Jun Zhu, Xiao-Shan Gao