2 papers
cs.CL2025
iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference
Wei Fan, JinYi Yoon, Bo Ji
Large Language Model (LLM) agent systems have advanced rapidly, driven by their strong generalization in zero-shot settings. To further enhance reasoning and accuracy on complex ta…
cs.LG2025
P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices
Wei Fan, JinYi Yoon, Xiaochang Li +2
Split Learning (SL) is an emerging privacy-preserving machine learning technique that enables resource constrained edge devices to participate in model training by partitioning a m…