Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation. - Gengxu Li; Yuan Wu (CoRR, 2025)

Length-Controlled Margin-Based Preference Optimization without Reference Model. - Gengxu Li; Tingyu Xia; Yi Chang 001; Yuan Wu 002 (CoRR, 2025)

Don't Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models. - Jinzhe Li; Gengxu Li; Yi Chang; Yuan Wu (CoRR, 2025)

Refining Critical Thinking in LLM Code Generation: A Faulty Premise-based Evaluation Framework. - Jialin Li; Jinzhe Li; Gengxu Li; Yi Chang; Yuan Wu (CoRR, 2025)

Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability. - Haiqi Yang; Jinzhe Li; Gengxu Li; Yi Chang; Yuan Wu (CoRR, 2025)