Zhou, Zhanpeng

13 publications

ICLRW 2025 A Single Global Merging Suffices: Recovering Centralized Learning Performance in Decentralized Learning Tongtian Zhu, Tianyu Zhang, Mingze Wang, Zhanpeng Zhou, Can Wang

ICLRW 2025 On the Cone Effect in the Learning Dynamics Zhanpeng Zhou, Yongyi Yang, Jie Ren, Mahito Sugiyama, Junchi Yan

ICLR 2025 On the Optimization and Generalization of Two-Layer Transformers with Sign Gradient Descent Bingrui Li, Wei Huang, Andi Han, Zhanpeng Zhou, Taiji Suzuki, Jun Zhu, Jianfei Chen

ICML 2025 On the Role of Label Noise in the Feature Learning Process Andi Han, Wei Huang, Zhanpeng Zhou, Gang Niu, Wuyang Chen, Junchi Yan, Akiko Takeda, Taiji Suzuki

ICLR 2025 Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training Zhanpeng Zhou, Mingze Wang, Yuchen Mao, Bingrui Li, Junchi Yan

ICML 2025 The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training Jinbo Wang, Mingze Wang, Zhanpeng Zhou, Junchi Yan, Weinan E, Lei Wu

AAAI 2024 Batch Normalization Is Blind to the First and Second Derivatives of the Loss Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Yuefeng Chen, Quanshi Zhang

ICLR 2024 Going Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category Theory Yiting Chen, Zhanpeng Zhou, Junchi Yan

ICML 2024 On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm Zhanpeng Zhou, Zijun Chen, Yilan Chen, Bo Zhang, Junchi Yan

ICLR 2023 Can We Faithfully Represent Absence States to Compute Shapley Values on a DNN? Jie Ren, Zhanpeng Zhou, Qirui Chen, Quanshi Zhang

ICML 2023 Defects of Convolutional Decoder Networks in Frequency Representation Ling Tang, Wen Shen, Zhanpeng Zhou, Yuefeng Chen, Quanshi Zhang

NeurIPS 2023 Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu

NeurIPS 2021 Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Yiting Chen, Xu Cheng, Xin Wang, Meng Zhou, Jie Shi, Quanshi Zhang