An approximate muscle guided global optimization algorithm for the Three-Index Assignment Problem. - He Jiang 001; Jifeng Xuan; Xianchao Zhang 001 (IEEE Congress on Evolutionary Computation, 2008)

Approximate backbone based multilevel algorithm for next release problem. - He Jiang 001; Jifeng Xuan; Zhilei Ren (GECCO, 2010)

Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Zhongxuan Luo (PPSN (1), 2010)

Automatic Bug Triage using Semi-Supervised Text Classification. - Jifeng Xuan; He Jiang 001; Zhilei Ren; Jun Yan 009; Zhongxuan Luo (SEKE, 2010)

Towards Training Set Reduction for Bug Triage. - Weiqin Zou; Yan Hu; Jifeng Xuan; He Jiang 001 (COMPSAC, 2011)

Frequency Distribution Based Hyper-Heuristic for the Bin-Packing Problem. - He Jiang 001; Shuyan Zhang; Jifeng Xuan; Youxi Wu (EvoCOP, 2011)

A Hyper-Heuristic Using GRASP with Path-Relinking: A Case Study of the Nurse Rostering Problem. - He Jiang 001; Junying Qiu; Jifeng Xuan (J. Inf. Technol. Res., 2011)

Developer prioritization in bug repositories. - Jifeng Xuan; He Jiang 001; Zhilei Ren; Weiqin Zou (ICSE, 2012)

Hyper-Heuristics with Low Level Parameter Adaptation. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Zhongxuan Luo (Evol. Comput., 2012)

Solving the Large Scale Next Release Problem with a Backbone-Based Multilevel Algorithm. - Jifeng Xuan; He Jiang 001; Zhilei Ren; Zhongxuan Luo (IEEE Trans. Software Eng., 2012)

An Accelerated-Limit-Crossing-Based Multilevel Algorithm for the p-Median Problem. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Zhongxuan Luo (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Extracting elite pairwise constraints for clustering. - He Jiang 001; Zhilei Ren; Jifeng Xuan; Xindong Wu 001 (Neurocomputing, 2013)

Learning from evolved next release problem instances. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Shuwei Zhang; Zhongxuan Luo (GECCO (Companion), 2014)

Automatic repair of buggy if conditions and missing preconditions with SMT. - Favio Demarco; Jifeng Xuan; Daniel Le Berre; Martin Monperrus (CSTVA, 2014)

Learning to Combine Multiple Ranking Metrics for Fault Localization. - Jifeng Xuan; Martin Monperrus (ICSME, 2014)

Effective Bug Triage Based on Historical Bug-Fix Information. - Hao Hu; Hongyu Zhang 002; Jifeng Xuan; Weigang Sun (ISSRE, 2014)

Test case purification for improving fault localization. - Jifeng Xuan; Martin Monperrus (SIGSOFT FSE, 2014)

Misleading classification. - He Jiang 001; Jifeng Xuan; Zhilei Ren; Youxi Wu; Xindong Wu 001 (Sci. China Inf. Sci., 2014)

New Insights Into Diversification of Hyper-Heuristics. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Yan Hu; Zhongxuan Luo (IEEE Trans. Cybern., 2014)

Automatic Detection of Parameter Shielding for Test Case Generation. - Jingjian Lin; Jun Yan; Jifeng Xuan (SEKE, 2015)

Crash reproduction via test case mutation: let existing test cases help. - Jifeng Xuan; Xiaoyuan Xie; Martin Monperrus (ESEC/SIGSOFT FSE, 2015)

Automatic Repair of Real Bugs: An Experience Report on the Defects4J Dataset. - Thomas Durieux; Matias Martinez; Martin Monperrus; Romain Sommerard; Jifeng Xuan (CoRR, 2015)

Dynamic Analysis can be Improved with Automatic Test Suite Refactoring. - Jifeng Xuan; Benoit Cornu; Matias Martinez; Benoit Baudry; Lionel Seinturier; Martin Monperrus (CoRR, 2015)

Towards Effective Bug Triage with Software Data Reduction Techniques. - Jifeng Xuan; He Jiang 001; Yan Hu; Zhilei Ren; Weiqin Zou; Zhongxuan Luo; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2015)

Revisit of automatic debugging via human focus-tracking analysis. - Xiaoyuan Xie; Zicong Liu; Shuo Song; Zhenyu Chen 001; Jifeng Xuan; Baowen Xu (ICSE, 2016)

Analyzing Inter-objective Relationships: A Case Study of Software Upgradability. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Ke Tang 001; Yan Hu (PPSN, 2016)

Automatic Reproducible Crash Detection. - Yongfeng Gu; Jifeng Xuan; Tieyun Qian (SATE, 2016)

MICHAC: Defect Prediction via Feature Selection Based on Maximal Information Coefficient with Hierarchical Agglomerative Clustering. - Zhou Xu 003; Jifeng Xuan; Jin Liu 016; Xiaohui Cui (SANER, 2016)

B-Refactoring: Automatic test code refactoring to improve dynamic analysis. - Jifeng Xuan; Benoit Cornu; Matias Martinez; Benoit Baudry; Lionel Seinturier; Martin Monperrus (Inf. Softw. Technol., 2016)

Multi-Perspective Visualization to Assist Code Change Review. - Chen Wang 008; Xiaoyuan Xie; Peng Liang 001; Jifeng Xuan (APSEC, 2017)

What causes my test alarm?: automatic cause analysis for test alarms in system and integration testing. - He Jiang 001; Xiaochen Li; Zijiang Yang 006; Jifeng Xuan (ICSE, 2017)

Feature based problem hardness understanding for requirements engineering. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Shuwei Zhang; Zhongxuan Luo (Sci. China Inf. Sci., 2017)

Developer recommendation on bug commenting: a ranking approach for the developer crowd. - Jifeng Xuan; He Jiang 001; Hongyu Zhang 002; Zhilei Ren (Sci. China Inf. Sci., 2017)

Multi-Level Random Walk for Software Test Suite Reduction. - Zongzheng Chi; Jifeng Xuan; Zhilei Ren; Xiaoyuan Xie; He Guo 001 (IEEE Comput. Intell. Mag., 2017)

Approximating the Backbone in the Weighted Maximum Satisfiability Problem. - He Jiang 001; Jifeng Xuan; Yan Hu (CoRR, 2017)

A Hybrid ACO Algorithm for the Next Release Problem. - He Jiang 001; Jingyuan Zhang; Jifeng Xuan; Zhilei Ren; Yan Hu (CoRR, 2017)

Debt-Prone Bugs: Technical Debt in Software Maintenance. - Jifeng Xuan; Yan Hu; He Jiang 001 (CoRR, 2017)

Towards Effective Bug Triage with Towards Effective Bug Triage with Software Data Reduction Techniques. - Jifeng Xuan; He Jiang 001; Yan Hu; Zhilei Ren; Weiqin Zou; Zhongxuan Luo; Xindong Wu 001 (CoRR, 2017)

A Random Walk Based Algorithm for Structural Test Case Generation. - Jifeng Xuan; He Jiang 001; Zhilei Ren; Yan Hu; Zhongxuan Luo (CoRR, 2017)

Automatic repair of real bugs in java: a large-scale experiment on the defects4j dataset. - Matias Martinez; Thomas Durieux; Romain Sommerard; Jifeng Xuan; Martin Monperrus (Empir. Softw. Eng., 2017)

Nopol: Automatic Repair of Conditional Statement Bugs in Java Programs. - Jifeng Xuan; Matias Martinez; Favio Demarco; Maxime Clement; Sebastian R. Lamelas Marcote; Thomas Durieux; Daniel Le Berre; Martin Monperrus (IEEE Trans. Software Eng., 2017)

Genetic configuration sampling: learning a sampling strategy for fault detection of configurable systems. - Jifeng Xuan; Yongfeng Gu; Zhilei Ren; Xiangyang Jia; Qingna Fan (GECCO (Companion), 2018)

EH-Recommender: Recommending Exception Handling Strategies Based on Program Context. - Yuhang Li; Shi Ying; Xiangyang Jia; Yisen Xu; Lily Zhao; Guoli Cheng; Bingming Wang; Jifeng Xuan (ICECCS, 2018)

Automated localization for unreproducible builds. - Zhilei Ren; He Jiang 001; Jifeng Xuan; Zijiang Yang 006 (ICSE, 2018)

How do Multiple Pull Requests Change the Same Code: A Study of Competing Pull Requests in GitHub. - Xin Zhang; Yang Chen; Yongfeng Gu; Weiqin Zou; Xiaoyuan Xie; Xiangyang Jia; Jifeng Xuan (ICSME, 2018)

Supporting Many-Objective Software Requirements Decision: An Exploratory Study on the Next Release Problem. - Jiangyi Geng; Shi Ying; Xiangyang Jia; Ting Zhang; Xuan Liu; Lanqing Guo; Jifeng Xuan (IEEE Access, 2018)

Towards Better Summarizing Bug Reports with Crowdsourcing Elicited Attributes. - He Jiang 001; Xiaochen Li; Zhilei Ren; Jifeng Xuan; Zhi Jin (CoRR, 2018)

Multi-Objective Configuration Sampling for Performance Ranking in Configurable Systems. - Yongfeng Gu; Yuntianyi Chen; Xiangyang Jia; Jifeng Xuan (APSEC, 2019)

Writing Tests for This Higher-Order Function First: Automatically Identifying Future Callings to Assist Testers. - Yisen Xu; Xiangyang Jia; Jifeng Xuan (Internetware, 2019)

Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing. - Lei Zhao 012; Yue Duan; Heng Yin 001; Jifeng Xuan (NDSS, 2019)

Regression Models for Performance Ranking of Configurable Systems: A Comparative Study. - Yuntianyi Chen; Yongfeng Gu; Lulu He; Jifeng Xuan (SOFL+MSVL, 2019)

How does code style inconsistency affect pull request integration? An exploratory study on 117 GitHub projects. - Weiqin Zou; Jifeng Xuan; Xiaoyuan Xie; Zhenyu Chen 001; Baowen Xu (Empir. Softw. Eng., 2019)

Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence. - Yongfeng Gu; Jifeng Xuan; Hongyu Zhang 002; Lanxin Zhang; Qingna Fan; Xiaoyuan Xie; Tieyun Qian (J. Syst. Softw., 2019)

Toward Better Summarizing Bug Reports With Crowdsourcing Elicited Attributes. - He Jiang 001; Xiaochen Li; Zhilei Ren; Jifeng Xuan; Zhi Jin (IEEE Trans. Reliab., 2019)

From Code to Natural Language: Type-Aware Sketch-Based Seq2Seq Learning. - Yuhang Deng; Hao Huang 001; Xu Chen; Zuopeng Liu; Sai Wu; Jifeng Xuan; Zongpeng Li (DASFAA (1), 2020)

Clone Detection on Large Scala Codebases. - Wahidur Rahman; Yisen Xu; Fan Pu; Jifeng Xuan; Xiangyang Jia; Michail Basios; Leslie Kanthan; Lingbo Li 001; Fan Wu 009; Baowen Xu (IWSC, 2020)

MetPurity: A Learning-Based Tool of Pure Method Identification for Automatic Test Generation. - Runze Yu; Youzhe Zhang; Jifeng Xuan (ASE, 2020)

Mining the use of higher-order functions. - Yisen Xu; Fan Wu 009; Xiangyang Jia; Lingbo Li 001; Jifeng Xuan (Empir. Softw. Eng., 2020)

Automatically Identifying Calling-Prone Higher-Order Functions of Scala Programs to Assist Testers. - Yisen Xu; Xiangyang Jia; Fan Wu 009; Lingbo Li 001; Jifeng Xuan (J. Comput. Sci. Technol., 2020)

Can this fault be detected: A study on fault detection via automated test generation. - Ping Ma; Hangyuan Cheng; Jingxuan Zhang; Jifeng Xuan (J. Syst. Softw., 2020)

A perturbation adaptive pursuit strategy based hyper-heuristic for multi-objective optimization problems. - Shuyan Zhang; Zhilei Ren; Cuixia Li; Jifeng Xuan (Swarm Evol. Comput., 2020)

Where to Handle an Exception? Recommending Exception Handling Locations from a Global Perspective. - Xiangyang Jia; Songqiang Chen; Xingqi Zhou; Xintong Li; Run Yu 002; Xu Chen 042; Jifeng Xuan (ICPC, 2021)

Object Removal for Testing Object Detection in Autonomous Vehicle Systems. - Xiangling Wang; Siqi Yang; Jinyang Shao; Jun Chang; Ge Gao; Ming Li; Jifeng Xuan (QRS Companion, 2021)

Demystifying "bad" error messages in data science libraries. - Yida Tao; Zhihui Chen; Yepang Liu 001; Jifeng Xuan; Zhiwu Xu 001; Shengchao Qin (ESEC/SIGSOFT FSE, 2021)

Recommending Relevant Tutorial Fragments for API-Related Natural Language Questions. - Di Wu 014; Xiao-Yuan Jing; Haowen Chen; Xiaohui Kong; Jifeng Xuan (Int. J. Softw. Eng. Knowl. Eng., 2021)

Heuristic strategies for solving the combinatorial optimization problem in real-world credit risk assessment. - Yongfeng Gu; Hao Ding; Kecai Gu; Runsheng Gan; Xiaoguang Huang; Yanming Fang; Zhigang Hua; Hua Wu; Jifeng Xuan; Jun Zhou 011 (GECCO Companion, 2022)

Automated Patching for Unreproducible Builds. - Zhilei Ren; Shiwei Sun; Jifeng Xuan; Xiaochen Li; Zhide Zhou; He Jiang 001 (ICSE, 2022)

Towards the Robustness of Multiple Object Tracking Systems. - Xiaoyuan Xie; Ying Duan; Songqiang Chen; Jifeng Xuan (ISSRE, 2022)

An Exploratory Study for GUI Posts on Stack Overflow. - Jing Ding; Liming Nie; Yang Liu 003; Zuohua Ding; Jifeng Xuan (QRS, 2022)

Probabilistic Path Prioritization for Hybrid Fuzzing. - Lei Zhao 012; Pengcheng Cao; Yue Duan; Heng Yin 001; Jifeng Xuan (IEEE Trans. Dependable Secur. Comput., 2022)

MULA: A Just-In-Time Multi-labeling System for Issue Reports. - Xiaoyuan Xie; Yuhui Su; Songqiang Chen; Lin Chen 015; Jifeng Xuan; Baowen Xu (IEEE Trans. Reliab., 2022)

Potential Solutions to Challenges in C Program Repair: A Practical Perspective. - Jifeng Xuan; Qi Xin; Liqian Chen; Xiaoguang Mao (ASE, 2023)

Generate Complete Logging Statements with an Efficient End-to-End Approach. - Xiaoyuan Xie; Zhipeng Cai; Songqiang Chen; Jifeng Xuan (CoRR, 2023)

Assessing the Performance of AI-Generated Code: A Case Study on GitHub Copilot. - Shuang Li; Yuntao Cheng; Jinfu Chen 002; Jifeng Xuan; Sen He 002; Weiyi Shang (ISSRE, 2024)

FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements. - Xiaoyuan Xie; Zhipeng Cai; Songqiang Chen; Jifeng Xuan (ISSTA, 2024)

Towards Practical and Useful Automated Program Repair for Debugging. - Qi Xin; Haojun Wu; Steven P. Reiss; Jifeng Xuan (CoRR, 2024)

DELA: A Novel Approach for Detecting Errors Induced by Large Atomic Condition Numbers. - Youshuai Tan; Zhanwei Zhang; Jinfu Chen 002; Zishuo Ding; Jifeng Xuan; Weiyi Shang (CoRR, 2024)

Detecting, Creating, Repairing, and Understanding Indivisible Multi-Hunk Bugs. - Qi Xin; Haojun Wu; Jinran Tang; Xinyu Liu; Steven P. Reiss; Jifeng Xuan (Proc. ACM Softw. Eng., 2024)

Studying and Understanding the Effectiveness and Failures of Conversational LLM-Based Repair. - Aolin Chen; Haojun Wu; Qi Xin; Steven P. Reiss; Jifeng Xuan (APR@ICSE, 2025)

Kotsuite: Unit Test Generation for Kotlin Programs in Android Applications. - Feng Yang; Qi Xin; Zhilei Ren; Jifeng Xuan (ICPC, 2025)

Characterizing Logs in Vulnerability Reports: In-Depth Analysis and Security Implications. - Yao Shu; Lianyu Zheng; Jinfu Chen 006; Jifeng Xuan (SANER, 2025)

Deep learning-based software engineering: progress, challenges, and opportunities. - Xiangping Chen; Xing Hu 008; Yuan Huang 002; He Jiang 001; Weixing Ji; Yanjie Jiang; Yanyan Jiang 001; Bo Liu 094; Hui Liu 003; Xiaochen Li; Xiaoli Lian; Guozhu Meng; et al. (Sci. China Inf. Sci., 2025)

Reinforcement Learning-Based Fuzz Testing for the Gazebo Robotic Simulator. - Zhilei Ren; Yitao Li; Xiaochen Li; Guanxiao Qi; Jifeng Xuan; He Jiang 001 (Proc. ACM Softw. Eng., 2025)

TracePicker: Optimization-Based Trace Sampling for Microservice-Based Systems. - Shuaiyu Xie; Jian Wang 018; Maodong Li; Peiran Chen; Jifeng Xuan; Bing Li 010 (Proc. ACM Softw. Eng., 2025)

MergeBot: A platform of semi-structured merge conflict resolution for C/C++ code. - Hua He; Xiaofan Liu; Lei Xu; Guanghui Mei; Jifeng Xuan (SoftwareX, 2025)

Computing Floating-Point Errors by Injecting Perturbations. - Youshuai Tan; Zhanwei Zhang; Jinfu Chen 002; Zishuo Ding; Jifeng Xuan; Weiyi Shang (CoRR, 2025)

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development. - Dongming Jin; Weisong Sun; Jiangping Huang; Peng Liang 001; Jifeng Xuan; Yang Liu 003; Zhi Jin (CoRR, 2025)

MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration. - Ruiyin Li; Yiran Zhang; Xiyu Zhou; Peng Liang 001; Weisong Sun; Jifeng Xuan; Zhi Jin; Yang Liu 003 (CoRR, 2025)