Shuhang Lin

Personalization Under Value Conflict: Resolving Contradictory Preferences with Paired Fine-Tuning

Know‑the‑Ropes: Algorithmic Blueprints for Reliable LLM Multi-Agent Systems

FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees

MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment

FactTest: Factuality Testing in Large Language Models with Statistical Guarantees