Rethinking Learning Rate Tuning in the Era of Large Language Models. - Hongpeng Jin; Wenqi Wei; Xuyu Wang; Wenbin Zhang 002; Yanzhao Wu 001 (CogMI, 2023)

Effective Diversity Optimizations for High Accuracy Deep Ensembles. - Hongpeng Jin; Maryam Akhavan Aghdam; Sai Nath Chowdary Medikonduru; Wenqi Wei; Xuyu Wang; Wenbin Zhang 002; Yanzhao Wu 001 (CogMI, 2024)

DA-MoE: Towards Dynamic Expert Allocation for Mixture-of-Experts Models. - Maryam Akhavan Aghdam; Hongpeng Jin; Yanzhao Wu 001 (CoRR, 2024)

Boosting Deep Ensembles with Learning Rate Tuning. - Hongpeng Jin; Yanzhao Wu 001 (CoRR, 2024)

CE-CoLLM: Efficient and Adaptive Large Language Models Through Cloud-Edge Collaboration. - Hongpeng Jin; Yanzhao Wu 001 (CoRR, 2024)