Yao, Wei

15 publications

NeurIPS 2025 Bilevel Optimization for Adversarial Learning Problems: Sharpness, Generation, and Beyond Risheng Liu, Zhu Liu, Weihao Mao, Wei Yao, Jin Zhang

ICML 2025 Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization Youran Dong, Junfeng Yang, Wei Yao, Jin Zhang

ICLR 2025 Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions Wei Yao, Haian Yin, Shangzhi Zeng, Jin Zhang

ICLR 2025 Super(ficial)-Alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization Wenkai Yang, Shiqi Shen, Guangyao Shen, Wei Yao, Yong Liu, Gong Zhi, Yankai Lin, Ji-Rong Wen

ICML 2025 Understanding Model Ensemble in Transferable Adversarial Attack Wei Yao, Zeliang Zhang, Huayi Tang, Yong Liu

ICLRW 2025 Understanding the Capabilities and Limitations of Weak-to-Strong Generalization Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu

ICLR 2025 qNBO: Quasi-Newton Meets Bilevel Optimization Sheng Fang, Yongjin Liu, Wei Yao, Chengming Yu, Jin Zhang

ICLR 2024 Constrained Bi-Level Optimization: Proximal Lagrangian Value Function Approach and Hessian-Free Algorithm Wei Yao, Chengming Yu, Shangzhi Zeng, Jin Zhang

ICML 2024 Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang

ICML 2024 SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity Tianshu Chu, Dachuan Xu, Wei Yao, Jin Zhang

TMLR 2024 Understanding Fairness Surrogate Functions in Algorithmic Fairness Wei Yao, Zhanke Zhou, Zhicong Li, Bo Han, Yong Liu

ICML 2023 Averaged Method of Multipliers for Bi-Level Optimization Without Lower-Level Strong Convexity Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang

CVPR 2023 Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training Pengwei Tang, Wei Yao, Zhicong Li, Yong Liu

CVPRW 2015 Active Learning Approach to Detecting Standing Dead Trees from ALS Point Clouds Combined with Aerial Infrared Imagery Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla

CVPRW 2010 Airborne Analysis and Assessment of Urban Traffic Scenes from LiDAR Data - Theory and Experiments Wei Yao, Stefan Hinz, Uwe Stilla