Overview and Prospect of Spiking Neural Networks Training Algorithm. - Zhongchuan Shi; Junkang Liu; Bolong Zheng (CIPAE, 2024)

FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning. - Junkang Liu; Fanhua Shang; Yuanyuan Liu 001; Hongying Liu 001; Yuangang Li 002; YunXiang Gong (ACM Multimedia, 2024)

FedSWA: Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging. - Junkang Liu; Yuanyuan Liu 001; Fanhua Shang; Hongying Liu 001; Jin Liu; Wei Feng 005 (CoRR, 2025)