Yilun Zhou

Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains

DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence

Variation in Verification: Understanding Verification Dynamics in Large Language Models

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization

MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion

BingoGuard: LLM Content Moderation Tools with Risk Levels

Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators

Direct Judgement Preference Optimization

MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases