InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4. - Lai Wei 005; Zihao Jiang 005; Weiran Huang 001; Lichao Sun 001 (CoRR, 2023)

Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models. - Lai Wei 005; Zhiquan Tan; Chenghai Li; Jindong Wang 001; Weiran Huang 001 (NeurIPS, 2024)

Large Language Model Evaluation via Matrix Entropy. - Lai Wei 005; Zhiquan Tan; Chenghai Li; Jindong Wang 001; Weiran Huang 001 (CoRR, 2024)

Can I understand what I create? Self-Knowledge Evaluation of Large Language Models. - Zhiquan Tan; Lai Wei 005; Jindong Wang 001; Xing Xie 001; Weiran Huang 001 (CoRR, 2024)

An adapted large language model facilitates multiple medical tasks in diabetes care. - Lai Wei 005; Zhen Ying; Muyang He; Yutong Chen; Qian Yang; Yanzhe Hong; Jiaping Lu; Xiaoying Li; Weiran Huang 001; Ying Chen (CoRR, 2024)

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start. - Lai Wei 005; Yuting Li; Kaipeng Zheng; Chen Wang; Yue Wang; Linghe Kong; Lichao Sun 001; Weiran Huang 001 (CoRR, 2025)

Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO. - Lai Wei 005; Yuting Li; Chen Wang; Yue Wang; Linghe Kong; Weiran Huang 001; Lichao Sun 001 (CoRR, 2025)

Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning. - Yuting Li; Lai Wei 005; Kaipeng Zheng; Jingyuan Huang; Linghe Kong; Lichao Sun 001; Weiran Huang 001 (CoRR, 2025)

Improved Iterative Refinement for Chart-to-Code Generation via Structured Instruction. - Chengzhi Xu; Yuyang Wang; Lai Wei 005; Lichao Sun 001; Weiran Huang 001 (CoRR, 2025)

EFRame: Deeper Reasoning via Exploration-Filter-Replay Reinforcement Learning Framework. - Chen Wang; Lai Wei 005; Yanzhi Zhang; Chenyang Shao; Zedong Dan; Weiran Huang 001; Yue Wang; Yuzhi Zhang (CoRR, 2025)