Wang, Zhichao

15 publications

AAAI 2025 Federated Unlearning with Gradient Descent and Conflict Mitigation Zibin Pan, Zhichao Wang, Chi Li, Kaiyan Zheng, Boqi Wang, Xiaoying Tang, Junhua Zhao

NeurIPS 2025 Generalization Bound of Gradient Flow Through Training Trajectory and Data-Dependent Kernel Yilan Chen, Zhichao Wang, Wei Huang, Andi Han, Taiji Suzuki, Arya Mazumdar

ICML 2025 Models of Heavy-Tailed Mechanistic Universality Liam Hodgkinson, Zhichao Wang, Michael W. Mahoney

NeurIPS 2025 UGM2N: An Unsupervised and Generalizable Mesh Movement Network via M-Uniform Loss Zhichao Wang, Xinhai Chen, Qinglin Wang, Xiang Gao, Qingyang Zhang, Menghan Jia, Xiang Zhang, Jie Liu

JMLR 2025 Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime Parthe Pandit, Zhichao Wang, Yizhe Zhu

ICLR 2024 Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models Andrew William Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand Sarwate, Tony Chiang

COLT 2024 Nonlinear Spiked Covariance Matrices and Signal Propagation in Deep Neural Networks Zhichao Wang, Denny Wu, Zhou Fan

ICML 2024 Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks Haixiao Wang, Zhichao Wang

NeurIPS 2023 Learning in the Presence of Low-Dimensional Structure: A Spiked Random Matrix Perspective Jimmy Ba, Murat A Erdogdu, Taiji Suzuki, Zhichao Wang, Denny Wu

AISTATS 2023 Overparameterized Random Feature Regression with Nearly Orthogonal Data Zhichao Wang, Yizhe Zhu

NeurIPS 2023 Spectral Evolution and Invariance in Linear-Width Neural Networks Zhichao Wang, Andrew Engel, Anand D Sarwate, Ioana Dumitriu, Tony Chiang

NeurIPS 2022 High-Dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation Jimmy Ba, Murat A Erdogdu, Taiji Suzuki, Zhichao Wang, Denny Wu, Greg Yang

CVPR 2021 Hilbert Sinkhorn Divergence for Optimal Transport Qian Li, Zhichao Wang, Gang Li, Jun Pang, Guandong Xu

NeurIPS 2020 Spectra of the Conjugate Kernel and Neural Tangent Kernel for Linear-Width Neural Networks Zhou Fan, Zhichao Wang

AAAI 2017 Riemannian Submanifold Tracking on Low-Rank Algebraic Variety Qian Li, Zhichao Wang