2 papers
cs.CL2026
Layer-Informed Fine-Tuning via Three-Stage Functional Segmentation of LLMs
Junning Shao, Siwei Wang, Zhixuan Fang
In recent years, the performance of large language models (LLMs) on reasoning tasks has been remarkable, even surpassing human capabilities on various benchmarks. However, there re…
cs.LG2025
Learning with Limited Shared Information in Multi-agent Multi-armed Bandit
Junning Shao, Siwei Wang, Zhixuan Fang
Multi-agent multi-armed bandit (MAMAB) is a classic collaborative learning model and has gained much attention in recent years. However, existing studies do not consider the case w…