Runtime-Aware Pipeline for Vertical Federated Learning with Bounded Model Staleness. - Xiong Wang 006; Yi Zhang 004; Yuxin Chen; Yuqing Li; Chuanhu Ma; Bo Li 001; Hai Jin 001 (KDD (1), 2025)

PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity Based Expert-Wise Prefetch. - Junyi Zhang; Chuanhu Ma; Xiong Wang 006; Yuntao Nie; Yuqing Li; Yuedong Xu 001; Xiaofei Liao; Bo Li 001; Hai Jin 001 (USENIX ATC, 2025)