代表性论著
[1] Huiming Chen, Huandong Wang, Qingyue Long, Depeng Jin and Yong Li*, “Advancements in Federated Learning: Models, Methods, and Privacy”, ACM Computing Surveys, Feb., 2024 (Accepted,IF=16.6,领域影响力大,预印版:arxiv.org/abs/2302.11466)
[2] Huiming Chen, Huandong Wang, Yong Li*, Quanming Yao, Depeng Jin and Qiang Yang, “LoSAC: An Efficient Stochastic Average Control Method for Federated Optimization”, ACM Transactions on Knowledge Discovery from Data, vol. 17, no. 4, Apr., 2023
[3] Huiming Chen *, H. C. Wu, S. C. Chan and W. H. Lam, "A Stochastic Quasi-Newton Method for Large-Scale Nonconvex Optimization with Applications," IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 11, pp. 4776-4790, Nov. 2020. (IF=10.4)
[4] Huiming Chen * and W. H. Lam, "Training Based Two-Step Channel Estimation in Two-Way MIMO Relay Systems," IEEE Transactions on Vehicular Technology, vol. 67, no. 3, pp. 2193-2205, March 2018