Robust Aggregation for Federated Learning by Minimum γ-Divergence Estimation. - Cen-Jhih Li; Pin-Han Huang; Yi-Ting Ma; Hung Hung; Su-Yun Huang (Entropy, 2022)

Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD. - Jie Hu; Yi-Ting Ma; Do Young Eun (NeurIPS, 2024)

Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs. - Jie Hu; Yi-Ting Ma; Do Young Eun (CoRR, 2025)