Cheng, Shuyu

7 publications

ICLR 2025 Boosting Ray Search Procedure of Hard-Label Attacks with Transfer-Based Priors Chen Ma, Xinjie Xu, Shuyu Cheng, Qi Xuan

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

NeurIPS 2021 On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms Shuyu Cheng, Guoqiang Wu, Jun Zhu

AISTATS 2020 A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models Ziyu Wang, Shuyu Cheng, Li Yueru, Jun Zhu, Bo Zhang

ECCV 2020 Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds Yueru Li, Shuyu Cheng, Hang Su, Jun Zhu

NeurIPS 2019 Improving Black-Box Adversarial Attacks with a Transfer-Based Prior Shuyu Cheng, Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu

MLJ 2019 Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference Zhize Li, Tianyi Zhang, Shuyu Cheng, Jun Zhu, Jian Li