When Less is Enough: Positive and Unlabeled Learning Model for Vulnerability Detection. - Xin-Cheng Wen; Xinchen Wang 001; Cuiyun Gao 001; Shaohua Wang 002; Yang Liu 003; Zhaoquan Gu (ASE, 2023)

ReposVul: A Repository-Level High-Quality Vulnerability Dataset. - Xinchen Wang 001; Ruida Hu; Cuiyun Gao 001; Xin-Cheng Wen; Yujia Chen 004; Qing Liao 001 (ICSE Companion, 2024)

Game Rewards Vulnerabilities: Software Vulnerability Detection with Zero-Sum Game and Prototype Learning. - Xin-Cheng Wen; Cuiyun Gao 001; Xinchen Wang 001; Ruiqi Wang; Tao Zhang 001; Qing Liao 001 (CoRR, 2024)

A Repository-Level Dataset For Detecting, Classifying and Repairing Software Vulnerabilities. - Xinchen Wang 001; Ruida Hu; Cuiyun Gao 001; Xin-Cheng Wen; Yujia Chen 004; Qing Liao 001 (CoRR, 2024)

VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection. - Xin-Cheng Wen; Xinchen Wang 001; Yujia Chen 004; Ruida Hu; David Lo 001; Cuiyun Gao 001 (CoRR, 2024)

MarsCode Agent: AI-native Automated Bug Fixing. - Yizhou Liu; Pengfei Gao; Xinchen Wang 001; Jie Liu 001; Yexuan Shi; Zhao Zhang; Chao Peng 002 (CoRR, 2024)

AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions. - Xinchen Wang 001; Pengfei Gao; Xiangxin Meng; Chao Peng 002; Ruida Hu; Yun Lin 001; Cuiyun Gao 001 (CoRR, 2024)

A Real-World Benchmark for Evaluating Fine-Grained Issue Solving Capabilities of Large Language Models. - Ruida Hu; Chao Peng 002; Jingyi Ren; Bo Jiang; Xiangxin Meng; Qinyun Wu; Pengfei Gao; Xinchen Wang 001; Cuiyun Gao 001 (CoRR, 2024)

CodeRepoQA: A Large-scale Benchmark for Software Engineering Question Answering. - Ruida Hu; Chao Peng 002; Jingyi Ren; Bo Jiang; Xiangxin Meng; Qinyun Wu; Pengfei Gao; Xinchen Wang 001; Cuiyun Gao 001 (CoRR, 2024)

An Agent-based Evaluation Framework for Complex Code Generation. - Xinchen Wang 001; Ruida Hu; Pengfei Gao; Chao Peng 002; Cuiyun Gao 001 (ASE, 2025)

Understanding Large Language Model Performance in Software Engineering: A Large-scale Question Answering Benchmark. - Ruida Hu; Chao Peng 002; Jingyi Ren; Bo Jiang; Xiangxin Meng; Qinyun Wu; Pengfei Gao; Xinchen Wang 001; Cuiyun Gao 001 (SIGIR, 2025)

AEGIS: An Agent-based Framework for Bug Reproduction from Issue Descriptions. - Xinchen Wang 001; Pengfei Gao; Xiangxin Meng; Chao Peng 002; Ruida Hu; Yun Lin 001; Cuiyun Gao 001 (SIGSOFT FSE Companion, 2025)

An LLM-based Agent for Reliable Docker Environment Configuration. - Ruida Hu; Chao Peng 002; Xinchen Wang 001; Cuiyun Gao 001 (CoRR, 2025)

CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation. - Xinchen Wang 001; Pengfei Gao; Chao Peng 002; Ruida Hu; Cuiyun Gao 001 (CoRR, 2025)

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling. - Pengfei Gao; Zhao Tian; Xiangxin Meng; Xinchen Wang 001; Ruida Hu; Yuanan Xiao; Yizhou Liu; Zhao Zhang; Junjie Chen; Cuiyun Gao 001; Yun Lin 001; Yingfei Xiong 004; et al. (CoRR, 2025)

Benchmarking LLMs for Fine-Grained Code Review with Enriched Context in Practice. - Ruida Hu; Xinchen Wang 001; Xin-Cheng Wen; Zhao Zhang; Bo Jiang; Pengfei Gao; Chao Peng 002; Cuiyun Gao 001 (CoRR, 2025)

AXIOM: Benchmarking LLM-as-a-Judge for Code via Rule-Based Perturbation and Multisource Quality Calibration. - Ruiqi Wang; Xinchen Wang 001; Cuiyun Gao 001; Chun Yong Chong; Xin Xia 001; Qing Liao 001 (CoRR, 2025)

Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios. - Ruida Hu; Xinchen Wang 001; Chao Peng 002; Cuiyun Gao 001; David Lo 001 (CoRR, 2026)

Evaluating Repository-level Software Documentation via Question Answering and Feature-Driven Development. - Xinchen Wang 001; Ruida Hu; Cuiyun Gao 001; Pengfei Gao; Chao Peng 002 (CoRR, 2026)

From Function to Repository: Towards Repository-Level Evaluation of Software Vulnerability Detection. - Xin-Cheng Wen; Xinchen Wang 001; Yujia Chen 004; Ruida Hu; David Lo 001; Cuiyun Gao 001 (IEEE Trans. Software Eng., 2026)