Asynchronous Sharpness-Aware Minimization For Fast and Accurate Deep Learning. - Junhyuk Jo; Jihyun Lim; Sunwoo Lee (CoRR, 2025)

Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogenous Federated Learning. - Jihyun Lim; Junhyuk Jo; Tuo Zhang; Salman Avestimehr; Sunwoo Lee 001 (CoRR, 2025)

Biased Local SGD for Efficient Deep Learning on Heterogeneous Systems. - Jihyun Lim; Junhyuk Jo; Chanhyeok Ko; Young Min Go; Jimin Hwa; Sunwoo Lee 001 (CoRR, 2025)