Pinjia He

Scalable Supervising Software Agents with Patch Reasoner

The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context

Castle-in-the-Air: Evaluating MLLM Visual Abilities on Human Cognitive Benchmarks

SWE-Effi: Re-Evaluating Software AI Agent System Effectiveness Under Resource Constraints

Curing "Miracle Steps'' in LLM Math Reasoning with Rubric Rewards

Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards

OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?

Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training

Insight Over Sight? Exploring the Vision-Knowledge Conflicts in Multimodal LLMs