Rui Wang

MrRoPE: Mixed-radix Rotary Position Embedding

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

Enhancing Social Intelligence in LLMs with Hierarchical Reasoning and Utterance-Level Goal Rewarding

Proximal Supervised Fine-Tuning

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

The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems

Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding

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

Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model

RaSA: Rank-Sharing Low-Rank Adaptation

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Do Large Language Models Truly Understand Geometric Structures?

Flexible Realignment of Language Models

Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

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