Changyu Ren

According to our database, Changyu Ren authored at least 9 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

McEval: Massively Multilingual Code Evaluation.

Linzheng Chai, Shukai Liu, Jian Yang, Yuwei Yin, Ke Jin, Jiaheng Liu, Tao Sun, Ge Zhang, Changyu Ren, Hongcheng Guo, Zekun Wang, Boyang Wang, Xianjie Wu, Bing Wang, Tongliang Li, Liqun Yang, Sufeng Duan, Zhoujun Li

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, Liantao Ma, Chengwei Pan

CoRR, 2024

SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence.

Hangyuan Ji, Jian Yang, Linzheng Chai, Chaoren Wei, Liqun Yang, Yunlong Duan, Yunli Wang, Tianzhen Sun, Hongcheng Guo, Tongliang Li, Changyu Ren, Zhoujun Li

CoRR, 2024

RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations.

Shun Zhang, Chaoran Yan, Jian Yang, Changyu Ren, Jiaqi Bai, Tongliang Li, Zhoujun Li

CoRR, 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, Long He, Zhoujun Li, Xi Zhu, Chengwei Pan

CoRR, 2024

TiNID: A Transfer and Interpretable LLM-Enhanced Framework for New Intent Discovery.

Shun Zhang, Chaoran Yan, Jian Yang, Wei Zhang, Changyu Ren, Tongliang Li, Jiaqi Bai, Zhoujun Li

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

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, Liantao Ma, Chengwei Pan

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li

CoRR, 2023

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

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023