Truthful Bandit Mechanisms for Repeated Two-stage Ad Auctions. - Haoming Li 017; Yumou Liu; Zhenzhe Zheng; Zhilin Zhang 003; Jian Xu 015; Fan Wu 006 (KDD, 2024)

On the Analysis of Two-Stage Stochastic Bandit. - Yumou Liu; Haoming Li 017; Zhenzhe Zheng; Fan Wu 006; Guihai Chen (MobiHoc, 2024)

Periodical Moving Average Accelerates Gradient Accumulation for Post-Training. - Yumou Liu; An Li; Chaojie Li; Fei Yu; Benyou Wang (UAI, 2025)

SMore: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-Based Co-Location Scheduling. - Junhan Liu; Zinuo Cai; Yumou Liu; Hao Li; Zongpu Zhang; Ruhui Ma; Rajkumar Buyya (IEEE Trans. Parallel Distributed Syst., 2025)