2024
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2023
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2022
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2021
  • Zhide Zhou, Zhilei Ren, Guojun Gao, He Jiang.  An empirical study of optimization bugs in GCC and LLVM. Journal of Systems and Software, 2021.[PDF]
  • He Jiang, Zhide Zhou, Zhilei Ren, Jingxuan Zhang, Xiaochen Li.  CTOS: Compiler Testing for Optimization Sequences of LLVM. IEEE Transactions on Software Engineering, 2021.[PDF]
  • He Jiang, Guojun Gao, Zhilei Ren, Xin Chen, Zhide Zhou.  SMARTEST: A Surrogate-Assisted Memetic Algorithm for Code Size Reduction. IEEE Transactions on Reliability, 2021.[PDF]
  • Yixuan Tang, He Jiang, Zhide Zhou, Xiaochen Li, Zhilei Ren, and Weiqiang Kong.  Detecting Compiler Warning Defects Via Diversity-Guided Program Mutation. IEEE Transactions on Software Engineering(TSE), 2021.[To appear]
  • Zhilei Ren, Xiaofei Fan, Xiaochen Li, Zhide Zhou, and He Jiang.  Multi-Objective Evolutionary Algorithm for String SMT Solver Testing. International Conference on Dependable Systems and Their Applications, 2021.[PDF]
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2020
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2019
  • 高国军, 任志磊, 张静宣, 李晓晨, 江贺.  编译优化序列选择研究进展. 《中国科学》杂志社, 2019.10.16.[PDF]
  • Yi-Xuan Tang, Zhi-Lei Ren, He Jiang, Xiao-Chen Li, and Wei-Qiang Kong.  An Empirical Comparison Between Tutorials and Crowd Documentation of Application Programming Interface[J]. Journal of Computer Science and Technology, 2019[PDF]
  • He Jiang, Dong Liu, Xin Chen, Hui Liu, Hong Mei.  How are design patterns concerned by developers? Proc. of 41th IEEE International Conference on Software Engineering (ICSE'19 Companion) [PDF]
  • He Jiang.  Challenges and opportunities of software automation discussed at the Yanqi-Lake Meeting. National Science Review,6:19,2019, doi:10.1093/nsr/nwy145[PDF]
  • He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren, David Lo, Xindong Wu, Zhongxuan Luo.  Recommending New Features from Mobile App Descriptions. ACM Transactions on Software Engineering and Methodology (TOSEM),to appear, 2019
  • Zhilei Ren, Changlin Liu, Xusheng Xiao, He Jiang, and Tao Xie.  Root Cause Localization for Unreproducible Builds via Causality Analysis over System Call Tracing. The 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019). [PDF]
  • Tingting Lv, Zhilei Ren, Xiaochen Li, Guojun Gao, and He Jiang.   Toward Accurate Detection on Change Barriers. SCIENCE CHINA Information Sciences, 2019.
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2018
  • Yixuan Tang, Zhilei Ren, Weiqiang Kong, He Jiang. Compiler Testing: A Systematic Literature Analysis. Frontiers of Computer Science, To Appear [PDF]
  • Zhilei Ren, He Jiang, Jifeng Xuan, and Zijiang Yang. Automated Localization for Unreproducible Builds. In Proc. of 40th IEEE International Conference on Software Engineering (ICSE'18). (ACM SIGSOFT Distinguished Paper Award) [PDF]
  • He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin. Towards Better Summarizing Bug Reports with Crowdsourcing Elicited Attributes. IEEE Transactions on Reliability, To Appear [PDF]
  • Xin Chen, He Jiang, Xiaochen Li, Zhenyu Chen, Tieke He. Automated Quality Assessment for Crowdsourced Test Reports of Mobile Applications. In Proc. of 25rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER'18), 2018: 368-379.[PDF]
  • Xiaochen Li, He Jiang, Dong Liu, Zhilei Ren, Ge Li. Unsupervised Deep Bug Report Summarization. In Proceedings of IEEE/ACM ICPC Conference (ICPC’18). [PDF]
  • He Jiang, Xin Chen, Tieke He, Zhenyu Chen, and Xiaochen Li. Fuzzy Clustering of Crowdsourced Test Reports for Apps. ACM Transactions on Internet Technology, 2018, 18(2): 18.[PDF]
  • Xiaochen Li, He Jiang, Yasutaka Kamei, Xin Chen. Bridging Semantic Gaps between Natural Languages and APIs with Word Embedding. IEEE Transactions on Software Engineering, To Appear[PDF]
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2017
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2016
  • He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren and David Lo. A More Accurate Model for Finding Tutorial Segments Explaining APIs. In Proc. of 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering, pages 157-167, 2016.[PDF]
  • Liming Nie, He Jiang, Zhilei Ren, Zeyi Sun, Xiaochen Li. Query Expansion Based on Crowd Knowledge for Code Search. IEEE Transactions on Services Computing,no. 1, pp. 1, PrePrints, doi:10.1109/TSC.2016.2560165.[IEEE]
  • Najam NAZAR, He JIANG, Guojun GAO, Tao ZHANG, Xiaochen LI, Zhilei REN. Source code fragment summarization with small-scale crowdsourcing based features. Frontiers of Computer Science, 2016, 10(3): 504-517.[PDF].
  • He Jiang, Liming Nie, Zeyi Sun, Zhilei Ren, Weiqiang Kong, Tao Zhang, Xiapu Luo. ROSF: Leveraging Information Retrieval and Supervised Learning for Recommending Code Snippets. IEEE Transactions on Services Computing, no. 1, pp. 1, PrePrints, doi:10.1109/TSC.2016.2592909.[IEEE]
  • Najam Nazar, Yan Hu, He Jiang. Summarizing software artifacts: A literature review. Journal of Computer Science and Technology, vol. 31 no.5 Sept. 2016, pp 883–909,doi:10.1007/s11390-016-1671-1.[PDF]
  • He Jiang, Peng Zhang, Xiaochen Li, Yan Hu, Xiujuan Xu. Research on Evolutionary Computation in Software Engineering. Chinese Association for Artificial Intelligence, August 2016, pp.37-43.[PDF]
  • 江贺, 陈信, 张静宣, 韩雪娇, 徐秀娟. 软件仓库挖掘领域：贡献者和研究热点. 计算机研究与发展, 2016, 53(12): 2768-2782.[PDF]
  • Zhilei Ren, He Jiang, Jifeng Xuan, Ke Tang, Yan Hu. Analyzing Inter-objective Relationships: A Case Study of Software Upgradability. Proceedings of the 14th International Conference on Parallel Problem Solving from Nature (PPSN 2016), Edinburgh, Scotland, UK. September 17-21, 2016, pp. 442-452.[PDF]
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2015
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2014
  • Zhilei Ren, He Jiang, Shuwei Zhang, Jingxuan Zhang, Zhongxuan Luo. Boosting Local Search with Lagrangian Relaxation. Journal of Heuristics, Volume 20, Issue 5, pp 589-615. [PDF], [Springer]
  • He Jiang, Zhilei Ren, Liming Nie. Software Engineering Issues in Mobile Application Big Data. CCCF, 10(3) 24-29. [PDF], [CCF]
  • Zhilei Ren, He Jiang, Jifeng Xuan, Shuwei Zhang, Zhongxuan Luo. Learning from Evolved Next Release Problem Instances. Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion (GECCO 2014), Vancouver, Canada. July 11-16, 2014, pp. 189-190. [PDF], [ACM]
  • He Jiang, Shuwei Zhang, Zhilei Ren, Xiaochen Lai, Yong Piao. Approximate Muscle Guided Beam Search for Three-Index Assignment Problem. Proceedings of the Fifth International Conference on Swarm Intelligence (ICSI’2014), Hefei, China. October 17-20, 2014, Part I, LNCS 8794, pp. 44-52. [PDF], [Springer]
  • He Jiang, Wencheng Sun, Zhilei Ren. Evolving Hard and Easy Traveling Salesman Problem Instances: A Multi-objective Approach. Proceedings of the Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dunedin, New Zealand. December 15-18, 2014, accepted. [PDF]
  • Weiqiang Zhang, Liming Nie, He Jiang, Zhenyu Chen, Jia Liu. Developer social networks in software engineering: construction, analysis, and applications. SCIENCE CHINA Information Sciences, 2014, 57(12): 121101(23). [PDF], [Science China: Information Sciences]
  • He Jiang, Hongjing Ma, Zhilei Ren, Jingxuan Zhang, Xiaochen Li. What Makes a Good App Description? Proceedings of the 6th Asia-Pacific Symposium on Internetware (Internetware'2014), Hong Kong, China. November 17, 2014, pp.45-53.[PDF], [ACM]
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2013
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2012
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2011
  • He Jiang. Hyper-Heuristic Algorithm: A Cross-Domain Problem Solving Model. Communications of the Chinese Computer Federation (Chinese edition) , vol. 7, no. 3, 2011, pp. 63-70. [PDF]
  • Weiqin Zou, Yan Hu, Jifeng Xuan, He Jiang. Towards Training Set Reduction for Bug Triage. Proceedings of 35th Annual IEEE International Computer Software and Applications Conference (COMPSAC 2011), Munich, Germany. July 18-22, 2011, pp. 576-581. [PDF], [IEEE]
  • Youxi Wu, Xindong Wu, He Jiang, Fan Min. A Heuristic for Solving MPMGOOC. Chinese Journal of Computer (Chinese edition with English abstract), vol. 34, no. 8, 2011, pp.1452-1462.
  • He Jiang, Tie Qiu, Yan Hu, Mingchu Li, Zhongxuan Luo. Backbone Analysis and Applications in Heuristic Algorithm Design. Acta Automatica Sinica (Chinese edition with English abstract), vol. 37, no. 3, 2011, pp.257-269. [PDF]
  • He Jiang, Junying Qiu, Jifeng Xuan. A Hyper-Heuristic Using GRASP with Path-Relinking: A Case Study of the Nurse Rostering Problem. Journal of Information Technology Research, vol. 4, no. 2, Apr.-Jun. 2011, pp.31-42. [PDF], [IGI]
  • He Jiang, Shuyan Zhang, Jifeng Xuan, Youxi Wu. Frequency Distribution based Hyper-Heuristic for the Bin-Packing Problem. Proceedings of 11th European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCop 2011), Torino, Italy. April 27-29, 2011, pp.118-129. [PDF], [Springer]
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2010
  • Zhilei Ren, He Jiang, Jifeng Xuan, Zhongxuan Luo. Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem. Proceedings of 11th International Conference on Parallel Problem Solving From Nature (PPSN 2010), Krakow, Poland. September 11-15, 2010, pp. 546-555. [PDF], [Springer]
  • He Jiang, Shuyan Zhang, Zhilei Ren. Solving Multiobjective Optimization Problem by Constraint Optimization. Proceedings of 11th International Conference on Parallel Problem Solving From Nature (PPSN 2010), Krakow, Poland. September 11-15, 2010, pp. 637-646. [PDF], [Springer]
  • Jifeng Xuan, He Jiang, Zhilei Ren, Jun Yan, Zhongxuan Luo. Automatic Bug Triage using Semi-Supervised Text Classification. Proceedings of 22nd International Conference on Software Engineering and Knowledge Engineering (SEKE 2010), Redwood City, California, USA. July 1-3, 2010, pp. 209-214. [PDF]
  • Jifeng Xuan, He Jiang, Zhilei Ren, Yan Hu, Zhongxuan Luo. A Random Walk Based Algorithm for Structural Test Case Generation. Proceedings of 2nd International Conference on Software Engineering and Data Mining (SEDM 2010), Chengdu, China. June 23-25, 2010, pp. 583-588. [PDF], [IEEE]
  • He Jiang, Jingyuan Zhang, Jifeng Xuan, Zhilei Ren, Yan Hu. A Hybrid ACO Algorithm for the Next Release Problem. Proceedings of 2nd International Conference on Software Engineering and Data Mining (SEDM 2010), Chengdu, China. June 23-25, 2010, pp. 166-171. [PDF], [IEEE]
  • He Jiang, Yudong Chen. An Efficient Algorithm for Generalized Minimum Spanning Tree Problem. Proceedings of 12th Annual Conference on Genetic and Evolutionary Computation. (GECCO 2010), Portland, Oregon, USA. ACM Press, July 7-11, 2010, pp. 217-224. (Best paper nomination in Combinatorial Optimization and Metaheuristics Track) [PDF], [ACM]
  • He Jiang, Jifeng Xuan, Zhilei Ren. Approximate Backbone Based Multilevel Algorithm for Next Release Problem. Proceedings of 12th Annual Conference on Genetic and Evolutionary Computation. (GECCO 2010), Portland, Oregon, USA. ACM Press, July 7-11, 2010, pp. 1333-1340. [PDF], [ACM]
  • Youxi Wu, Xindong Wu, He Jiang, Fan Min. A Nettree for Approximate Maximal Pattern Matching with Gaps and One-Off Constraint. Proceedings of 22th International Conference on Tools with Artificial Intelligence (ICTAI 2010), Arras, France. October 27-29, 2010, pp. 38-41. [IEEE]
  • Yu Zong, Guandong Xu, Yanchun Zhang, He Jiang, MingChu Li. A Robust Iterative Refinement Clustering Algorithm with Smoothing Search Space. Knowledge-Based System, vol. 23, no. 5, Jul. 2010, pp. 389-396. [Elsevier]
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2009
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2008
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2007
  • He Jiang, Xianchao Zhang. Backbone of the p-Median problem. The 20th Austrialian Joint Conference on Artificial Intelligence (AJCAI 2007), LNAI 4830, 699-704, 2007.
  • He Jiang, Xianchao Zhang and Haoyang Che. Using Gavishi-Grave LP to formulate the directed black and white traveling salesman problem. The 7th International Conference on Computational Science (ICCS 2007), LNCS , 2007, 293-298.
  • He Jiang, Xianchao Zhang, Guoliang Chen. Black and white quadratic assignment problem. Chinese Journal of Computer (Chinese edition with English abstract), 2007, 30(3): 441-447.
  • He Jiang, Xianchao Zhang, Guoliang Chen. Unique Global Optimal Solution and Backbone Complexity for Graph Bi-partitioning Problem. Chinese Science Bulletin, 52(17):2077-2081, 2007.
  • He Jiang, Xianchao Zhang, Haoyang Che, Guoliang Chen. A multi-commodity flow linear programming with polynomial constraints for black and white traveling salesman problem. Journal of Computer Research and Development (Chinese edition with English abstract), 2007, 44(10):1796-1800.
  • He Jiang, Xianchao Zhang, Guoliang Chen. Directed black and white traveling salesman problem. Chinese Journal of Computer (Chinese edition with English abstract), 2007, 30(3): 431-440.