Zhenting Qi

Learning to Rank Chain-of-Thought: Using a Small Model

EvoScale: Evolutionary Test-Time Scaling for Software Engineering

Can Trustworthiness Generalize? Leveraging Weak Supervision for Stronger Models

Self-Evolving Language Models via Simple Generator-Verifier Games

EvoLM: In Search of Lost Language Model Training Dynamics

Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models

Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver

Quantifying Generalization Complexity for Large Language Models

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Weak-to-Strong Trustworthiness: Eliciting Trustworthiness with Weak Supervision