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2020 – today

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2024
[j26]
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Qi Xin, Haojun Wu, Jinran Tang, Xinyu Liu, Steven P. Reiss, Jifeng Xuan:
Detecting, Creating, Repairing, and Understanding Indivisible Multi-Hunk Bugs. Proc. ACM Softw. Eng. 1(FSE): 2747-2770 (2024)
[c41]
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Shuang Li, Yuntao Cheng, Jinfu Chen, Jifeng Xuan, Sen He, Weiyi Shang:
Assessing the Performance of AI-Generated Code: A Case Study on GitHub Copilot. ISSRE 2024: 216-227
[c40]
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Xiaoyuan Xie, Zhipeng Cai, Songqiang Chen, Jifeng Xuan:
FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements. ISSTA 2024: 26-37
[i23]
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  - journals/corr/abs-2407-08958
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Qi Xin, Haojun Wu, Steven P. Reiss, Jifeng Xuan:
Towards Practical and Useful Automated Program Repair for Debugging. CoRR abs/2407.08958 (2024)
[i22]
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  - journals/corr/abs-2410-13110
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Xiangping Chen, Xing Hu, Yuan Huang, He Jiang, Weixing Ji, Yanjie Jiang, Yanyan Jiang, Bo Liu, Hui Liu, Xiaochen Li, Xiaoli Lian, Guozhu Meng, Xin Peng, Hailong Sun, Lin Shi, Bo Wang, Chong Wang, Jiayi Wang, Tiantian Wang, Jifeng Xuan, Xin Xia, Yibiao Yang, Yixin Yang, Li Zhang, Yuming Zhou, Lu Zhang:
Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities. CoRR abs/2410.13110 (2024)
2023
[c39]
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Jifeng Xuan, Qi Xin, Liqian Chen, Xiaoguang Mao:
Potential Solutions to Challenges in C Program Repair: A Practical Perspective. ASE 2023: 1963-1968
[i21]
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  - journals/corr/abs-2311-02862
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Xiaoyuan Xie, Zhipeng Cai, Songqiang Chen, Jifeng Xuan:
Generate Complete Logging Statements with an Efficient End-to-End Approach. CoRR abs/2311.02862 (2023)
2022
[j25]
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Lei Zhao, Pengcheng Cao, Yue Duan, Heng Yin, Jifeng Xuan:
Probabilistic Path Prioritization for Hybrid Fuzzing. IEEE Trans. Dependable Secur. Comput. 19(3): 1955-1973 (2022)
[j24]
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Xiaoyuan Xie, Yuhui Su, Songqiang Chen, Lin Chen, Jifeng Xuan, Baowen Xu:
MULA: A Just-In-Time Multi-labeling System for Issue Reports. IEEE Trans. Reliab. 71(1): 250-263 (2022)
[c38]
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  - conf/gecco/GuDGGHFHWXZ22
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Yongfeng Gu, Hao Ding, Kecai Gu, Runsheng Gan, Xiaoguang Huang, Yanming Fang, Zhigang Hua, Hua Wu, Jifeng Xuan, Jun Zhou:
Heuristic strategies for solving the combinatorial optimization problem in real-world credit risk assessment. GECCO Companion 2022: 715-718
[c37]
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  - conf/icse/RenSXLZ022
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Zhilei Ren, Shiwei Sun, Jifeng Xuan, Xiaochen Li, Zhide Zhou, He Jiang:
Automated Patching for Unreproducible Builds. ICSE 2022: 200-211
[c36]
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Xiaoyuan Xie, Ying Duan, Songqiang Chen, Jifeng Xuan:
Towards the Robustness of Multiple Object Tracking Systems. ISSRE 2022: 402-413
[c35]
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  - conf/qrs/DingNLDX22
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Jing Ding, Liming Nie, Yang Liu, Zuohua Ding, Jifeng Xuan:
An Exploratory Study for GUI Posts on Stack Overflow. QRS 2022: 1113-1124
[i20]
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  - journals/corr/abs-2204-04247
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Wahidur Rahman, Yisen Xu, Fan Pu, Jifeng Xuan, Xiangyang Jia, Michail Basios, Leslie Kanthan, Lingbo Li, Fan Wu, Baowen Xu:
Clone Detection on Large Scala Codebases. CoRR abs/2204.04247 (2022)
2021
[j23]
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  - journals/ijseke/WuJCKX21
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Di Wu, Xiao-Yuan Jing, Haowen Chen, Xiaohui Kong, Jifeng Xuan:
Recommending Relevant Tutorial Fragments for API-Related Natural Language Questions. Int. J. Softw. Eng. Knowl. Eng. 31(9): 1251-1275 (2021)
[c34]
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Xiangyang Jia, Songqiang Chen, Xingqi Zhou, Xintong Li, Run Yu, Xu Chen, Jifeng Xuan:
Where to Handle an Exception? Recommending Exception Handling Locations from a Global Perspective. ICPC 2021: 369-380
[c33]
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  - conf/qrs/WangYSCGLX21
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Xiangling Wang, Siqi Yang, Jinyang Shao, Jun Chang, Ge Gao, Ming Li, Jifeng Xuan:
Object Removal for Testing Object Detection in Autonomous Vehicle Systems. QRS Companion 2021: 543-549
[c32]
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  - conf/sigsoft/TaoC0X0Q21
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Yida Tao, Zhihui Chen, Yepang Liu, Jifeng Xuan, Zhiwu Xu, Shengchao Qin:
Demystifying "bad" error messages in data science libraries. ESEC/SIGSOFT FSE 2021: 818-829
2020
[j22]
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  - journals/ese/XuWJLX20
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Yisen Xu, Fan Wu, Xiangyang Jia, Lingbo Li, Jifeng Xuan:
Mining the use of higher-order functions. Empir. Softw. Eng. 25(6): 4547-4584 (2020)
[j21]
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  - journals/jcst/XuJWLX20
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Yisen Xu, Xiangyang Jia, Fan Wu, Lingbo Li, Jifeng Xuan:
Automatically Identifying Calling-Prone Higher-Order Functions of Scala Programs to Assist Testers. J. Comput. Sci. Technol. 35(6): 1278-1294 (2020)
[j20]
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Ping Ma, Hangyuan Cheng, Jingxuan Zhang, Jifeng Xuan:
Can this fault be detected: A study on fault detection via automated test generation. J. Syst. Softw. 170: 110769 (2020)
[j19]
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  - journals/swevo/ZhangRLX20
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Shuyan Zhang, Zhilei Ren, Cuixia Li, Jifeng Xuan:
A perturbation adaptive pursuit strategy based hyper-heuristic for multi-objective optimization problems. Swarm Evol. Comput. 54: 100647 (2020)
[c31]
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  - conf/dasfaa/DengHCLWXL20
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Yuhang Deng, Hao Huang, Xu Chen, Zuopeng Liu, Sai Wu, Jifeng Xuan, Zongpeng Li:
From Code to Natural Language: Type-Aware Sketch-Based Seq2Seq Learning. DASFAA (1) 2020: 352-368
[c30]
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  - conf/iwsc/RahmanXPXJBKLWX20
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Wahidur Rahman, Yisen Xu, Fan Pu, Jifeng Xuan, Xiangyang Jia, Michail Basios, Leslie Kanthan, Lingbo Li, Fan Wu, Baowen Xu:
Clone Detection on Large Scala Codebases. IWSC 2020: 38-44
[c29]
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  - conf/kbse/YuZX20
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Runze Yu, Youzhe Zhang, Jifeng Xuan:
MetPurity: A Learning-Based Tool of Pure Method Identification for Automatic Test Generation. ASE 2020: 1326-1330

2010 – 2019

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2019
[j18]
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Weiqin Zou, Jifeng Xuan, Xiaoyuan Xie, Zhenyu Chen, Baowen Xu:
How does code style inconsistency affect pull request integration? An exploratory study on 117 GitHub projects. Empir. Softw. Eng. 24(6): 3871-3903 (2019)
[j17]
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Yongfeng Gu, Jifeng Xuan, Hongyu Zhang, Lanxin Zhang, Qingna Fan, Xiaoyuan Xie, Tieyun Qian:
Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence. J. Syst. Softw. 148: 88-104 (2019)
[j16]
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  - journals/tr/JiangLRXJ19
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He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin:
Toward Better Summarizing Bug Reports With Crowdsourcing Elicited Attributes. IEEE Trans. Reliab. 68(1): 2-22 (2019)
[c28]
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  - conf/apsec/GuCJX19
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Yongfeng Gu, Yuntianyi Chen, Xiangyang Jia, Jifeng Xuan:
Multi-Objective Configuration Sampling for Performance Ranking in Configurable Systems. APSEC 2019: 150-157
[c27]
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  - conf/internetware/XuJX19
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Yisen Xu, Xiangyang Jia, Jifeng Xuan:
Writing Tests for This Higher-Order Function First: Automatically Identifying Future Callings to Assist Testers. Internetware 2019: 6:1-6:10
[c26]
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  - conf/ndss/ZhaoDYX19
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Lei Zhao, Yue Duan, Heng Yin, Jifeng Xuan:
Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing. NDSS 2019
[c25]
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  - conf/sofl/ChenGHX19
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Yuntianyi Chen, Yongfeng Gu, Lulu He, Jifeng Xuan:
Regression Models for Performance Ranking of Configurable Systems: A Comparative Study. SOFL+MSVL 2019: 243-258
2018
[j15]
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  - journals/access/GengYJZLGX18
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Jiangyi Geng, Shi Ying, Xiangyang Jia, Ting Zhang, Xuan Liu, Lanqing Guo, Jifeng Xuan:
Supporting Many-Objective Software Requirements Decision: An Exploratory Study on the Next Release Problem. IEEE Access 6: 60547-60558 (2018)
[c24]
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  - conf/gecco/XuanGRJF18
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Jifeng Xuan, Yongfeng Gu, Zhilei Ren, Xiangyang Jia, Qingna Fan:
Genetic configuration sampling: learning a sampling strategy for fault detection of configurable systems. GECCO (Companion) 2018: 1624-1631
[c23]
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  - conf/iceccs/LiYJXZCWX18
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Yuhang Li, Shi Ying, Xiangyang Jia, Yisen Xu, Lily Zhao, Guoli Cheng, Bingming Wang, Jifeng Xuan:
EH-Recommender: Recommending Exception Handling Strategies Based on Program Context. ICECCS 2018: 104-114
[c22]
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  - conf/icse/RenJXY18
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Zhilei Ren, He Jiang, Jifeng Xuan, Zijiang Yang:
Automated localization for unreproducible builds. ICSE 2018: 71-81
[c21]
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  - conf/icsm/ZhangCGZXJX18
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Xin Zhang, Yang Chen, Yongfeng Gu, Weiqin Zou, Xiaoyuan Xie, Xiangyang Jia, Jifeng Xuan:
How do Multiple Pull Requests Change the Same Code: A Study of Competing Pull Requests in GitHub. ICSME 2018: 228-239
[i19]
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  - journals/corr/abs-1803-06766
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Zhilei Ren, He Jiang, Jifeng Xuan, Zijiang Yang:
Automated Localization for Unreproducible Builds. CoRR abs/1803.06766 (2018)
[i18]
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  - journals/corr/abs-1810-00125
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He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin:
Towards Better Summarizing Bug Reports with Crowdsourcing Elicited Attributes. CoRR abs/1810.00125 (2018)
[i17]
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  - journals/corr/abs-1811-02429
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Matias Martinez, Thomas Durieux, Romain Sommerard, Jifeng Xuan, Martin Monperrus:
Automatic Repair of Real Bugs in Java: A Large-Scale Experiment on the Defects4J Dataset. CoRR abs/1811.02429 (2018)
[i16]
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  - journals/corr/abs-1811-04211
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Jifeng Xuan, Matias Martinez, Favio Demarco, Maxime Clément, Sebastian R. Lamelas Marcote, Thomas Durieux, Daniel Le Berre, Martin Monperrus:
Nopol: Automatic Repair of Conditional Statement Bugs in Java Programs. CoRR abs/1811.04211 (2018)
2017
[j14]
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Zhilei Ren, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo:
Feature based problem hardness understanding for requirements engineering. Sci. China Inf. Sci. 60(3): 32105 (2017)
[j13]
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Jifeng Xuan, He Jiang, Hongyu Zhang, Zhilei Ren:
Developer recommendation on bug commenting: a ranking approach for the developer crowd. Sci. China Inf. Sci. 60(7): 072105:1-072105:18 (2017)
[j12]
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Zongzheng Chi, Jifeng Xuan, Zhilei Ren, Xiaoyuan Xie, He Guo:
Multi-Level Random Walk for Software Test Suite Reduction. IEEE Comput. Intell. Mag. 12(2): 24-33 (2017)
[j11]
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Matias Martinez, Thomas Durieux, Romain Sommerard, Jifeng Xuan, Martin Monperrus:
Automatic repair of real bugs in java: a large-scale experiment on the defects4j dataset. Empir. Softw. Eng. 22(4): 1936-1964 (2017)
[j10]
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Jifeng Xuan, Matias Martinez, Favio Demarco, Maxime Clement, Sebastian R. Lamelas Marcote, Thomas Durieux, Daniel Le Berre, Martin Monperrus:
Nopol: Automatic Repair of Conditional Statement Bugs in Java Programs. IEEE Trans. Software Eng. 43(1): 34-55 (2017)
[c20]
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  - conf/apsec/WangXLX17
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Chen Wang, Xiaoyuan Xie, Peng Liang, Jifeng Xuan:
Multi-Perspective Visualization to Assist Code Change Review. APSEC 2017: 564-569
[c19]
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He Jiang, Xiaochen Li, Zijiang Yang, Jifeng Xuan:
What causes my test alarm?: automatic cause analysis for test alarms in system and integration testing. ICSE 2017: 712-723
[i15]
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He Jiang, Xiaochen Li, Zijiang Yang, Jifeng Xuan:
What Causes My Test Alarm? Automatic Cause Analysis for Test Alarms in System and Integration Testing. CoRR abs/1703.00768 (2017)
[i14]
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Weiqin Zou, Yan Hu, Jifeng Xuan, He Jiang:
Towards Training Set Reduction for Bug Triage. CoRR abs/1703.04303 (2017)
[i13]
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Jifeng Xuan, He Jiang, Yan Hu, Zhilei Ren, Weiqin Zou, Zhongxuan Luo, Xindong Wu:
Towards Effective Bug Triage with Towards Effective Bug Triage with Software Data Reduction Techniques. CoRR abs/1704.04761 (2017)
[i12]
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Jifeng Xuan, He Jiang, Zhilei Ren, Weiqin Zou:
Developer Prioritization in Bug Repositories. CoRR abs/1704.04764 (2017)
[i11]
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Jifeng Xuan, Yan Hu, He Jiang:
Debt-Prone Bugs: Technical Debt in Software Maintenance. CoRR abs/1704.04766 (2017)
[i10]
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Jifeng Xuan, He Jiang, Zhilei Ren, Zhongxuan Luo:
Solving the Large Scale Next Release Problem with a Backbone Based Multilevel Algorithm. CoRR abs/1704.04768 (2017)
[i9]
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Jifeng Xuan, He Jiang, Zhilei Ren, Jun Yan, Zhongxuan Luo:
Automatic Bug Triage using Semi-Supervised Text Classification. CoRR abs/1704.04769 (2017)
[i8]
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Jifeng Xuan, He Jiang, Zhilei Ren, Yan Hu, Zhongxuan Luo:
A Random Walk Based Algorithm for Structural Test Case Generation. CoRR abs/1704.04772 (2017)
[i7]
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He Jiang, Jifeng Xuan, Zhilei Ren:
Approximate Backbone Based Multilevel Algorithm for Next Release Problem. CoRR abs/1704.04773 (2017)
[i6]
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He Jiang, Jifeng Xuan, Yan Hu:
Approximating the Backbone in the Weighted Maximum Satisfiability Problem. CoRR abs/1704.04775 (2017)
[i5]
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He Jiang, Jingyuan Zhang, Jifeng Xuan, Zhilei Ren, Yan Hu:
A Hybrid ACO Algorithm for the Next Release Problem. CoRR abs/1704.04777 (2017)
2016
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Jifeng Xuan, Benoit Cornu, Matias Martinez, Benoit Baudry, Lionel Seinturier, Martin Monperrus:
B-Refactoring: Automatic test code refactoring to improve dynamic analysis. Inf. Softw. Technol. 76: 65-80 (2016)
[c18]
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Xiaoyuan Xie, Zicong Liu, Shuo Song, Zhenyu Chen, Jifeng Xuan, Baowen Xu:
Revisit of automatic debugging via human focus-tracking analysis. ICSE 2016: 808-819
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Zhilei Ren, He Jiang, Jifeng Xuan, Ke Tang, Yan Hu:
Analyzing Inter-objective Relationships: A Case Study of Software Upgradability. PPSN 2016: 442-452
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Yongfeng Gu, Jifeng Xuan, Tieyun Qian:
Automatic Reproducible Crash Detection. SATE 2016: 48-53
[c15]
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Zhou Xu, Jifeng Xuan, Jin Liu, Xiaohui Cui:
MICHAC: Defect Prediction via Feature Selection Based on Maximal Information Coefficient with Hierarchical Agglomerative Clustering. SANER 2016: 370-381
2015
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Jifeng Xuan, He Jiang, Yan Hu, Zhilei Ren, Weiqin Zou, Zhongxuan Luo, Xindong Wu:
Towards Effective Bug Triage with Software Data Reduction Techniques. IEEE Trans. Knowl. Data Eng. 27(1): 264-280 (2015)
[c14]
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Jingjian Lin, Jun Yan, Jifeng Xuan:
Automatic Detection of Parameter Shielding for Test Case Generation. SEKE 2015: 571-574
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Jifeng Xuan, Xiaoyuan Xie, Martin Monperrus:
Crash reproduction via test case mutation: let existing test cases help. ESEC/SIGSOFT FSE 2015: 910-913
[i4]
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Thomas Durieux, Matias Martinez, Martin Monperrus, Romain Sommerard, Jifeng Xuan:
Automatic Repair of Real Bugs: An Experience Report on the Defects4J Dataset. CoRR abs/1505.07002 (2015)
[i3]
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Jifeng Xuan, Benoit Cornu, Matias Martinez, Benoit Baudry, Lionel Seinturier, Martin Monperrus:
Dynamic Analysis can be Improved with Automatic Test Suite Refactoring. CoRR abs/1506.01883 (2015)
2014
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He Jiang, Jifeng Xuan, Zhilei Ren, Youxi Wu, Xindong Wu:
Misleading classification. Sci. China Inf. Sci. 57(5): 1-17 (2014)
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Zhilei Ren, He Jiang, Jifeng Xuan, Yan Hu, Zhongxuan Luo:
New Insights Into Diversification of Hyper-Heuristics. IEEE Trans. Cybern. 44(10): 1747-1761 (2014)
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Zhilei Ren, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo:
Learning from evolved next release problem instances. GECCO (Companion) 2014: 189-190
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Favio Demarco, Jifeng Xuan, Daniel Le Berre, Martin Monperrus:
Automatic repair of buggy if conditions and missing preconditions with SMT. CSTVA 2014: 30-39
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Jifeng Xuan, Martin Monperrus:
Learning to Combine Multiple Ranking Metrics for Fault Localization. ICSME 2014: 191-200
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Hao Hu, Hongyu Zhang, Jifeng Xuan, Weigang Sun:
Effective Bug Triage Based on Historical Bug-Fix Information. ISSRE 2014: 122-132
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Jifeng Xuan, Martin Monperrus:
Test case purification for improving fault localization. SIGSOFT FSE 2014: 52-63
[i2]
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Favio Demarco, Jifeng Xuan, Daniel Le Berre, Martin Monperrus:
Automatic Repair of Buggy If Conditions and Missing Preconditions with SMT. CoRR abs/1404.3186 (2014)
[i1]
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Jifeng Xuan, Martin Monperrus:
Test Case Purification for Improving Fault Localization. CoRR abs/1409.3176 (2014)
2013
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He Jiang, Zhilei Ren, Jifeng Xuan, Xindong Wu:
Extracting elite pairwise constraints for clustering. Neurocomputing 99: 124-133 (2013)
2012
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Zhilei Ren, He Jiang, Jifeng Xuan, Zhongxuan Luo:
Hyper-Heuristics with Low Level Parameter Adaptation. Evol. Comput. 20(2): 189-227 (2012)
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Jifeng Xuan, He Jiang, Zhilei Ren, Zhongxuan Luo:
Solving the Large Scale Next Release Problem with a Backbone-Based Multilevel Algorithm. IEEE Trans. Software Eng. 38(5): 1195-1212 (2012)
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Zhilei Ren, He Jiang, Jifeng Xuan, Zhongxuan Luo:
An Accelerated-Limit-Crossing-Based Multilevel Algorithm for the p-Median Problem. IEEE Trans. Syst. Man Cybern. Part B 42(4): 1187-1202 (2012)
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Jifeng Xuan, He Jiang, Zhilei Ren, Weiqin Zou:
Developer prioritization in bug repositories. ICSE 2012: 25-35
2011
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He Jiang, Junying Qiu, Jifeng Xuan:
A Hyper-Heuristic Using GRASP with Path-Relinking: A Case Study of the Nurse Rostering Problem. J. Inf. Technol. Res. 4(2): 31-42 (2011)
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Weiqin Zou, Yan Hu, Jifeng Xuan, He Jiang:
Towards Training Set Reduction for Bug Triage. COMPSAC 2011: 576-581
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He Jiang, Shuyan Zhang, Jifeng Xuan, Youxi Wu:
Frequency Distribution Based Hyper-Heuristic for the Bin-Packing Problem. EvoCOP 2011: 118-129
2010
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He Jiang, Jifeng Xuan, Zhilei Ren:
Approximate backbone based multilevel algorithm for next release problem. GECCO 2010: 1333-1340
[c3]
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Zhilei Ren, He Jiang, Jifeng Xuan, Zhongxuan Luo:
Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem. PPSN (1) 2010: 546-555
[c2]
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Jifeng Xuan, He Jiang, Zhilei Ren, Jun Yan, Zhongxuan Luo:
Automatic Bug Triage using Semi-Supervised Text Classification. SEKE 2010: 209-214

2000 – 2009

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2008
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He Jiang, Jifeng Xuan, Xianchao Zhang:
An approximate muscle guided global optimization algorithm for the Three-Index Assignment Problem. IEEE Congress on Evolutionary Computation 2008: 2404-2410

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