Ziheng Cheng

Ziheng Cheng

Peking University - Beijing / China
Engineering & Technology / Computer Science
AD Scientific Index ID: 5285240
北京大学
person_outline Ziheng Cheng's MOST POPULAR ARTICLES
1-) Momentum benefits non-iid federated learning simply and provablyZ Cheng, X Huang, K YuanInternational Conference on Learning Representations (ICLR 2024), 202372023
2-) Particle-based Variational Inference with Generalized Wasserstein Gradient FlowZ Cheng, S Zhang, L Yu, C ZhangAdvances in Neural Information Processing Systems (NeurIPS 2023), 202352023
3-) The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent CommunicationKK Patel, M Glasgow, A Zindari, L Wang, SU Stich, Z Cheng, N Joshi, ...The 37th Annual Conference on Learning Theory (COLT 2024), 202442024
4-) Kernel Semi-Implicit Variational InferenceZ Cheng, L Yu, T Xie, S Zhang, C ZhangInternational Conference on Machine Learning (ICML 2024), 202412024
5-) Functional Gradient Flows for Constrained SamplingS Zhang, L Yu, Z Cheng, C ZhangAdvances in Neural Information Processing Systems (NeurIPS 2024), 20242024