Qiuzhi Liu

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning

Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability

The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models

Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step

Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

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