Publications
[NeurIPS’26] Agents as Neuro-Symbolic Reasoners: Path Feasibility Reasoning for Precise Static Bug Detection, Xueying Du, Kai Yu, Chong Wang, Yi Zou, Wentai Deng, Zuoyu Ou, Xin Peng, Yiling Lou.
[TOSEM’26] VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection, Yiheng Cao, Yihao Chen, Xin Hu, Bihuan Chen, Jiayi Deng, Zhuotong Zhou, Susheng Wu, Yiheng Huang, Xueying Du, Xingman Chen, Miaohua Li, Xin Peng. [Paper]
[TOSEM’26] Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG, Xueying Du, Geng Zheng, Kaixin Wang, Yi Zou, Yujia Wang, Wentai Deng, Jiayi Feng, Mingwei Liu, Bihuan Chen, Xin Peng, Tao Ma, Yiling Lou. [Paper] [6 Confirmed CVEs in Linux Kernel]
[ICSE’26] Reducing False Positives in Static Bug Detection with LLMs: An Empirical Study in Industry, Xueying Du, Jiayi Feng, Yi Zu, Wei Xu, Jie Ma, Wei Zhang, Sisi Liu, Xin Peng, Yiling Lou. [Paper]
[TOSEM’26] Exploring Large Language Models in Resolving Environment-Related Crash Bugs: Localizing and Repairing, Xueying Du, Mingwei Liu, Juntao Li, Hanlin Wang, Xin Peng, Yiling Lou. [Paper]
[ICSE’24] Evaluating Large Language Models in Class-Level Code Generation, Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou. [Paper] [Benchmark github][Hugging Face]
[Journal of Software 2024][Highly Cited Review Paper Award] Research on Knowledge Graph Representation Learning Methods for Link Prediction: A Review (面向链接预测的知识图谱表示学习方法综述), Xueying Du, Mingwei Liu, Liwei Shen, Xin Peng. [Paper]
[FSE’23] KG4CraSolver: Recommending Crash Solutions via Knowledge Graph, Xueying Du, Yiling Lou, Mingwei Liu, Xin Peng, Tianyong Yang. [Paper]
[FSE’23][ACM SIGSOFT Distinguished Paper Award] Recommending Analogical APIs via Knowledge Graph Embedding, Mingwei Liu, Yanjun Yang, Yiling Lou, Xin Peng, Zhong Zhou, Xueying Du, Tianyong Yang. [Paper]
[ASE’23] CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation, Mingwei Liu, Tianyong Yang, Yiling Lou, Xueying Du, Ying Wang, Xin Peng. [Paper]
[ICSME’23] Knowledge Graph based Explainable Question Retrieval for Programming Tasks, Mingwei Liu, Simin Yu, Xin Peng, Xueying Du, Tianyong Yang, Huanjun Xu, Gaoyang Zhang. [Paper]
Preprints
[Preprint’26] Knowledge-Centric Automated Issue Resolution: A Systematic Survey and Taxonomy, Zhenxi Chen, Mingwei Liu, Zihao Wang, Zhanhui Ren, Leyan Hu, Xueying Du, Ying Wang, Chenxi Zhang, Chong Wang, Zhenchang Xing, Haofen Wang, Xin Peng, Yanlin Wang. [Project]
[Preprint’26] Does Pass Rate Tell the Whole Story? Evaluating Design Constraint Compliance in LLM-based Issue Resolution, Kai Yu, Zhenhao Zhou, Junhao Zeng, Ying Wang, Xueying Du, Zhiqiang Yuan, Junwei Liu, Ziyu Zhou, Yujia Wang, Chong Wang, Xin Peng. [Paper]
[Preprint’25] Evolving Triple Knowledge-Augmented LLMs for Code Translation in Repository Context, Guangsheng Ou, Mingwei Liu, Yuxuan Chen, Xueying Du, Shengbo Wang, Zekai Zhang, Xin Peng, Zibin Zheng. [Paper]
[Preprint’25] Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation, Mingwei Liu, Juntao Li, Ying Wang, Xueying Du, Zuoyu Ou, Qiuyuan Chen, Bingxu An, Zhao Wei, Yong Xu, Fangming Zou, Xin Peng, Yiling Lou. [Paper]