Ying, Bicheng

7 publications

ICLR 2025 Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization Zhe Li, Bicheng Ying, Zidong Liu, Chaosheng Dong, Haibo Yang

NeurIPS 2025 Exact and Linear Convergence for Federated Learning Under Arbitrary Client Participation Is Attainable Bicheng Ying, Zhe Li, Haibo Yang

IJCAI 2025 FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning Zhe Li, Seyedsina Nabavirazavi, Bicheng Ying, S. Sitharama Iyengar, Haibo Yang

NeurIPSW 2024 DeComFL: Federated Learning with Dimension-Free Communication Zhe Li, Bicheng Ying, Zidong Liu, Chaosheng Dong, Haibo Yang

ICML 2023 DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin

NeurIPS 2021 Exponential Graph Is Provably Efficient for Decentralized Deep Training Bicheng Ying, Kun Yuan, Yiming Chen, Hanbin Hu, Pan Pan, Wotao Yin

JMLR 2016 On the Influence of Momentum Acceleration on Online Learning Kun Yuan, Bicheng Ying, Ali H. Sayed