Delving into Commit-Issue Correlation to Enhance Commit Message Generation Models. - Liran Wang; Xunzhu Tang; Yichen He; Changyu Ren; Shuhua Shi; Chaoran Yan; Zhoujun Li 001 (ASE, 2023)

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. - Bing Wang; Changyu Ren; Jian Yang 030; Xinnian Liang; Jiaqi Bai; Qian-Wen Zhang; Zhao Yan; Zhoujun Li 001 (CoRR, 2023)

EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation. - Yinghao Zhu; Changyu Ren; Zixiang Wang; Xiaochen Zheng; Shiyun Xie; Junlan Feng; Xi Zhu; Zhoujun Li 001; Liantao Ma; Chengwei Pan (CIKM, 2024)

RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations. - Shun Zhang; Chaoran Yan; Jian Yang 030; Changyu Ren; Jiaqi Bai; Tongliang Li; Zhoujun Li 001 (DASFAA (5), 2024)

TiNID: A Transfer and Interpretable LLM-Enhanced Framework for New Intent Discovery. - Shun Zhang; Chaoran Yan; Jian Yang 030; Wei Zhang 031; Changyu Ren; Tongliang Li; Jiaqi Bai; Zhoujun Li 001 (ECML/PKDD (5), 2024)

REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models. - Yinghao Zhu; Changyu Ren; Shiyun Xie; Shukai Liu; Hangyuan Ji; Zixiang Wang; Tao Sun 016; Long He; Zhoujun Li 001; Xi Zhu; Chengwei Pan (CoRR, 2024)

SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence. - Hangyuan Ji; Jian Yang 030; Linzheng Chai; Chaoren Wei; Liqun Yang; Yunlong Duan; Yunli Wang; Tianzhen Sun; Hongcheng Guo; Tongliang Li; Changyu Ren; Zhoujun Li 001 (CoRR, 2024)

EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling. - Yinghao Zhu; Changyu Ren; Zixiang Wang; Xiaochen Zheng; Shiyun Xie; Junlan Feng; Xi Zhu; Zhoujun Li 001; Liantao Ma; Chengwei Pan (CoRR, 2024)

McEval: Massively Multilingual Code Evaluation. - Linzheng Chai; Shukai Liu; Jian Yang 030; Yuwei Yin; Ke Jin; Jiaheng Liu; Tao Sun 016; Ge Zhang 009; Changyu Ren; Hongcheng Guo; Zekun Wang; Boyang Wang; et al. (CoRR, 2024)

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. - Bing Wang; Changyu Ren; Jian Yang 030; Xinnian Liang; Jiaqi Bai; Linzheng Chai; Zhao Yan; Qian-Wen Zhang; Di Yin; Xing Sun; Zhoujun Li 001 (COLING, 2025)

McEval: Massively Multilingual Code Evaluation. - Linzheng Chai; Shukai Liu; Jian Yang 030; Yuwei Yin; Ke Jin; Jiaheng Liu; Tao Sun 016; Ge Zhang 009; Changyu Ren; Hongcheng Guo; Noah Wang; Boyang Wang; et al. (ICLR, 2025)