Advancing Process Verification for Large Language Models via Tree-Based Preference Learning. - Mingqian He; Yongliang Shen 001; Wenqi Zhang 001; Zeqi Tan; Weiming Lu 001 (EMNLP, 2024)

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model. - Wenqi Zhang 001; Zhenglin Cheng; Yuanyu He; Mengna Wang; Yongliang Shen 001; Zeqi Tan; Guiyang Hou; Mingqian He; Yanna Ma; Weiming Lu 001; Yueting Zhuang (EMNLP, 2024)

STaR-SQL: Self-Taught Reasoner for Text-to-SQL. - Mingqian He; Yongliang Shen 001; Wenqi Zhang; Qiuying Peng; Jun Wang; Weiming Lu (ACL (1), 2025)

STaR-SQL: Self-Taught Reasoner for Text-to-SQL. - Mingqian He; Yongliang Shen 001; Wenqi Zhang 001; Qiuying Peng; Jun Wang; Weiming Lu 001 (CoRR, 2025)

GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets. - Mingqian He; Fei Zhao; Chonggang Lu; Ziyan Liu; Yue Wang; Haofu Qian (CoRR, 2025)

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services. - Fei Zhao; Chonggang Lu; Yue Wang; Zheyong Xie; Ziyan Liu; Haofu Qian; JianZhao Huang; Fangcheng Shi; Zijie Meng; Hongcheng Guo; Mingqian He; Xinze Lyu; et al. (CoRR, 2025)