Bo Liu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Training Algorithm

Variance Reduction

Massive Data Sets

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Publications

Yixing Liu, Yan Sun, Zhengtao Ding, Li Shen, Bo Liu, Dacheng Tao
Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach. CoRR (2023)
Zhongchao Liang, Jing Zhao, Bo Liu, Yongfu Wang, Zhengtao Ding
Velocity-Based Path Following Control for Autonomous Vehicles to Avoid Exceeding Road Friction Limits Using Sliding Mode Method. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Bo Liu, Zhengtao Ding
A distributed deep reinforcement learning method for traffic light control. Neurocomputing 490 (2022)
Zhongguo Li, Bo Liu, Zhengtao Ding
Consensus-Based Cooperative Algorithms for Training Over Distributed Data Sets Using Stochastic Gradients. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Bo Liu, Zhengtao Ding
A consensus-based decentralized training algorithm for deep neural networks with communication compression. Neurocomputing 440 (2021)
Bo Liu, Zhengtao Ding
Distributed Heuristic Adaptive Neural Networks With Variance Reduction in Switching Graphs. IEEE Trans. Cybern. 51 (7) (2021)
Bo Liu, Zhengtao Ding, Chen Lv
Distributed Training for Multi-Layer Neural Networks by Consensus. IEEE Trans. Neural Networks Learn. Syst. 31 (5) (2020)