Yeh, Samuel

4 publications

ICLR 2026 LH-DECEPTION: Simulating and Understanding LLM Deceptive Behaviors in Long-Horizon Interactions Yang Xu, Xuanming Zhang, Samuel Yeh, Jwala Dhamala, Ousmane Dia, Rahul Gupta, Sharon Li

ICLR 2026 LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals Samuel Yeh, Sharon Li, Tanwi Mallick

NeurIPS 2025 Clean First, Align Later: Benchmarking Preference Data Cleaning for Reliable LLM Alignment Samuel Yeh, Sharon Li

NeurIPS 2025 MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems Xuanming Zhang, Yuxuan Chen, Samuel Yeh, Sharon Li