Yang, Jiansheng

9 publications

ICLR 2023 A Message Passing Perspective on Learning Dynamics of Contrastive Learning Yifei Wang, Qi Zhang, Tianqi Du, Jiansheng Yang, Zhouchen Lin, Yisen Wang

NeurIPS 2023 Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective Yifei Wang, Liangchen Li, Jiansheng Yang, Zhouchen Lin, Yisen Wang

ICLR 2022 A Unified Contrastive Energy-Based Model for Understanding the Generative Ability of Adversarial Training Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

ICLR 2022 Chaos Is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap Yifei Wang, Qi Zhang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

ICML 2022 Optimization-Induced Graph Implicit Nonlinear Diffusion Qi Chen, Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

ICMLW 2021 Demystifying Adversarial Training via a Unified Probabilistic Framework Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

NeurIPS 2021 Dissecting the Diffusion Process in Linear Graph Convolutional Networks Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

ECML-PKDD 2021 Reparameterized Sampling for Generative Adversarial Networks Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

NeurIPS 2021 Residual Relaxation for Multi-View Representation Learning Yifei Wang, Zhengyang Geng, Feng Jiang, Chuming Li, Yisen Wang, Jiansheng Yang, Zhouchen Lin