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Jie Zhang 0050
Person information
- affiliation: King's College London, Uk
- affiliation (former): University College London, CREST, UK
- affiliation (former): Peking University, Beijing, China
- unicode name: 张洁
Other persons with the same name
- Jie Zhang — disambiguation page
- Jie Jennifer Zhang
(aka: Jie Zhang 0001) — University of Texas at Arlington (and 1 more)
- Jie Zhang 0002
— Nanyang Technological University, School of Computer Engineering, Singapore (and 1 more)
- Jie Zhang 0003
— Ranplan, Cambridge, UK (and 3 more)
- Jie Zhang 0004 — State Key Laboratory of Networking and Switching Technology, BUPT
- Jie Zhang 0005
— University of Newcastle, UK
- Jie Zhang 0006
— Beijing University of Posts and Telecommunication, State Key Laboratory of Information Photonics and Optical Communications, China
- Jie Zhang 0007 (aka: Jie (Jerry) Zhang) — Google (and 1 more)
- Jie Zhang 0008
— University of Bath, Department of Computer Science, UK (and 4 more)
- Jie Zhang 0009 — University of British Columbia (and 1 more)
- Jie Zhang 0010
— Indiana University, Indianapolis, IN, USA (and 1 more)
- Jie Zhang 0011 — Institute for Infocomm Research
- Jie Zhang 0012
— Fudan University, Centre for Computational Systems Biology, Shanghai, China
- Jie Zhang 0013 — University of Maryland, Department of Geographical Sciences (and 1 more)
- Jie Zhang 0014 — North China University of Technology
- Jie Zhang 0015 — Magister Solutions (and 1 more)
- Jie Zhang 0016 — Sichuan Electric Power Research Institute, State Grid Corporation of China, Chengdu, China (and 1 more)
- Jie Zhang 0018 — University of Maryland, School of Business
- Jie Zhang 0019
— Harbin Institute of Technology, School of Electronics and Information Engineering, China (and 1 more)
- Jie Zhang 0020 — Beijing Institute of Electronic System Engineering, China
- Jie Zhang 0021 — Southeast University, Nanjing
- Jie Zhang 0022 — Nanjing University, School of Geographic and Oceanographic Sciences
- Jie Zhang 0023
— Midwestern State University, Wichita Falls, TX, USA (and 1 more)
- Jie Zhang 0024 — University of Technology, Sydney
- Jie Zhang 0025 — Oracle (and 1 more)
- Jie Zhang 0026 — Apple, CA, USA (and 2 more)
- Jie Zhang 0027
— University of South Florida Tampa, Department of Civil & Environmental Engineering, FL, USA
- Jie Zhang 0028
— Northwest University, School of Information Science and Technology, Xi'an, China
- Jie Zhang 0029
— Hohai University, Department of IoT Engineering, Changzhou, China (and 1 more)
- Jie Zhang 0030
— Xi'an Jiaotong-Liverpool University, Department of Computer Science and Software Engineering, Suzhou, China (and 1 more)
- Jie Zhang 0031
— Xidian University, Key Laboratory of Electronic Equipment Structure Design, Xi'an, China
- Jie Zhang 0032
— University of Bristol, Department of Mechanical Engineering, UK
- Jie Zhang 0033
— Chinese Academy of Sciences, Institute of Intelligent Machines, Hefei, China
- Jie Zhang 0034
— Nanjing University of Science and Technology, School of Automation, China (and 1 more)
- Jie Zhang 0035 — Clemson University, Department of Physics, Computational Biophysics and Bioinformatics / Computer Science, SC, USA
- Jie Zhang 0036 — Wuhan University of Technology, School of Computer Science & Technology, China
- Jie Zhang 0038
— Chinese Academy of Sciences, Institute of Geodesy and Geophysics, Wuhan, China
- Jie Zhang 0039
— Xi'an Jiaotong University, School of Microelectronics, China
- Jie Zhang 0040
— State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China
- Jie Zhang 0041
— Donghua University, College of Mechanical Engineering, Shanghai, China (and 2 more)
- Jie Zhang 0042
— University of Science and Technology of China, NEL-SLIP, Hefei, China (and 3 more)
- Jie Zhang 0043 — Hunan University, College of Computer Science and Electronics Engineering, Changsha, China
- Jie Zhang 0044
— Shengyao Intelligence Technology Co. Ltd., China (and 1 more)
- Jie Zhang 0045 — Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
- Jie Zhang 0046 — Chinese University of Hong Kong, Department of Computer Science and Engineering, CUhk REliable Computing Laboratory, Hong Kong
- Jie Zhang 0047 — City University London, UK
- Jie Zhang 0048
— School of Computer Science, Peking University, China (and 3 more)
- Jie Zhang 0049
— Adobe Systems, San Jose, CA, USA (and 1 more)
- Jie Zhang 0051
— Beihang University, School of Instrumentation Science and Opto-electronics Engineering, Beijing, China (and 1 more)
- Jie Zhang 0052
— Xidian University, School of Cyber Engineering, Xi'an, China
- Jie Zhang 0053
— Nanjing University, State Key Laboratory for Novel Software Technology, Nanjing, China
- Jie Zhang 0054
— University of Texas at Dallas, Department of Mechanical Engineering, Dallas, TX, USA (and 1 more)
- Jie Zhang 0055
— Dongguan University of Technology, School of Computer Science and Network Security, Dongguan, China
- Jie Zhang 0056
— Liaoning Normal University, School of Mathematics, Dalian, China (and 1 more)
- Jie Zhang 0057 — Southwest University, School of Electronic and Information Engineering, Chongqing, China
- Jie Zhang 0058
— Jiangnan University, School of Digital Media, Wuxi, China
- Jie Zhang 0059
— Peking University, School of Electronics Engineering and Computer Science, Beijing, China (and 1 more)
- Jie Zhang 0060
— Ant Financial Services Group, Hangzhou, China
- Jie Zhang 0061
— Beijing Institute of Technology, School of Computer Science, China
- Jie Zhang 0062
— Nanjing University of Aeronautics and Astronautics, College of Economics and Management, China (and 1 more)
- Jie Zhang 0063
— Massachusetts Institute of Technology, Department of Brain and Cognitive Sciences, Cambridge, MA, USA (and 1 more)
- Jie Zhang 0064
— University of Science and Technology of China, School of Earth and Space Sciences, Hefei, China
- Jie Zhang 0065
— Shandong Normal University, School of Information Science and Engineering, Jinan, China
- Jie Zhang 0066
— Zhengzhou University of Light Industry, College of Electric and Information Engineering, China
- Jie Zhang 0067
— Air Force Engineering University, Air and Missile Defense College, Xian, Shanxi, China
- Jie Zhang 0068
— University of Electronic Science and Technology of China, State Key Laboratory of Electronic Thin Films and Integrated Devices, Chengdu, China
- Jie Zhang 0069
— Xi'an Jiaotong University, State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi, China (and 1 more)
- Jie Zhang 0070
— University of Science and Technology Beijing, School of Automation and Electrical Engineering, China (and 1 more)
- Jie Zhang 0071
— Chinese Academy of Sciences, Key Lab of Intelligent Information Processing, Beijing, China
- Jie Zhang 0072
— Yulin Normal University, School of Computer Science and Engineering, China
- Jie Zhang 0073
— University of Science and Technology of China, School of Cyber Science and Security, Hefei, China
- Jie Zhang 0074
— University of Chemical Technology, College of Information Science and Technology, Beijing, China
- Jie Zhang 0075
— Harbin Engineering University, College of Information and Communication Engineering, China
- Jie Zhang 0076
— Hong Kong Polytechnic University, Department of Computing, Hong Kong (and 1 more)
- Jie Zhang 0077
— Beijing Jiaotong University, School of Electronic and Information Engineering, China
- Jie Zhang 0078 — Tsinghua University, Department of Computer Science, Beijing, China
- Jie Zhang 0079
— Institute for Infocomm Research, Singapore (and 1 more)
- Jie Zhang 0080
— Beijing Normal University, Department of Mathematics, China
- Jie Zhang 0081
— Zhejiang University, School of Software Technology, Collaborative Innovation Center of Artificial Intelligence, Hangzhou, China (and 1 more)
- Jie Zhang 0082
— Hefei University of Technology, School of Electrical and Automation Engineering, China
- Jie Zhang 0083
— Xi'an Jiaotong-Liverpool University, International Business School Suzhou, China (and 1 more)
- Jie Zhang 0084
— Xidian University, School of Computer Science and Technology, Xi'an, China
- Jie Zhang 0085 — Dalian University of Technology, School of Software Technology, Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, China
- Jie Zhang 0086
— University of Electronic Science and Technology of China, School of Automation Engineering, Chengdu, China
- Jie Zhang 0087
— Huazhong University of Science and Technology, School of Physics, Wuhan, China (and 1 more)
- Jie Zhang 0088
— Liaoning Normal University, School of Mathematics, Dalian, China (and 1 more)
- Jie Zhang 0089
— Guangdong Laboratory Animals Monitoring Institute, Guangzhou, China
- Jie Zhang 0090
— Hong Kong Polytechnic University, School of Design, Hong Kong
- Jie Zhang 0091 — Xidian University, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Artificial Intelligence, Xi'an, China
- Jie Zhang 0092 — University of Kentucky, Department of Radiology, Lexington, KY, USA
- Jie Zhang 0093
— Northwestern Polytechnical University, Ministry of Education China, Key Laboratory of Contemporary Design and Integrated Manufacturing Technology, Xi'an, China
- Jie Zhang 0094
— Guangxi University, School of Computer, Electronics and Information, Nanning, China
- Jie Zhang 0095
— Changchun University of Technology, School of Mathematics and Statistics, China (and 1 more)
- Jie Zhang 0096 — University of Washington, WA, USA
- Jie Zhang 0097
— Northwest Normal University, College of Physics and Electronic Engineering, Lanzhou, China
- Jie Zhang 0098
— University of Technology Malaysia, Faculty of Social Sciences and Humanities, Kuala Lumpur (and 1 more)
- Jie Zhang 0099
— Sun Yat-Sen University, School of Aeronautics and Astronautics, Shenzhen, China
- Jie Zhang 0100
— Hunan University, State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, College of Mechanical and Vehicle Engineering, Changsha, China
- Jie Zhang 0101
— Southwest Jiaotong University, Department of Measuring and Controlling Technology, School of Mechanical Engineering, Chengdu, China
- Jie Zhang 0102
— Northwestern Polytechnical University, Laboratory of Cyber-Physical Interaction, School of Mechanical Engineering, Xi'an, China
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2020 – today
- 2025
- [j20]Ming Yan
, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang
, Mark Harman:
Robustness evaluation of code generation systems via concretizing instructions. Inf. Softw. Technol. 179: 107645 (2025) - [j19]Bo Wang
, Jinkang Wei, Mingda Chen, Chong Chen, Youfang Lin, Jie M. Zhang:
A Systematic Exploration of Mutation-Based Fault Localization Formulae. Softw. Test. Verification Reliab. 35(1) (2025) - 2024
- [j18]Giovani Guizzo
, Jie M. Zhang, Federica Sarro, Christoph Treude
, Mark Harman:
Mutation analysis for evaluating code translation. Empir. Softw. Eng. 29(1): 19 (2024) - [j17]Max Hort
, Jie M. Zhang, Federica Sarro, Mark Harman:
Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software. Empir. Softw. Eng. 29(1): 36 (2024) - [j16]Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing
, Zhenpeng Chen
, Yun Ma
:
Research artifacts in software engineering publications: Status and trends. J. Syst. Softw. 213: 112032 (2024) - [j15]Ying Xiao
, Jie M. Zhang
, Yepang Liu
, Mohammad Reza Mousavi
, Sicen Liu
, Dingyuan Xue
:
MirrorFair: Fixing Fairness Bugs in Machine Learning Software via Counterfactual Predictions. Proc. ACM Softw. Eng. 1(FSE): 2121-2143 (2024) - [j14]Tim Menzies, Bowen Xu, Hong Jin Kang, Jie M. Zhang, Jiri Gesi, Sagar Sen, Beatriz Cassoli, Nicolas Jourdan, Jieke Shi, Phu Hong Nguyen, Valentina Golendukhina:
SEA4DQ 2024 Workshop Summary. ACM SIGSOFT Softw. Eng. Notes 49(4): 29-30 (2024) - [j13]Zhenpeng Chen
, Jie M. Zhang
, Max Hort
, Mark Harman
, Federica Sarro
:
Fairness Testing: A Comprehensive Survey and Analysis of Trends. ACM Trans. Softw. Eng. Methodol. 33(5): 137:1-137:59 (2024) - [j12]Zeyu Sun
, Zhenpeng Chen
, Jie Zhang
, Dan Hao
:
Fairness Testing of Machine Translation Systems. ACM Trans. Softw. Eng. Methodol. 33(6): 156 (2024) - [j11]Wei Ma
, Shangqing Liu
, Mengjie Zhao
, Xiaofei Xie
, Wenhan Wang
, Qiang Hu
, Jie Zhang
, Yang Liu
:
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities. ACM Trans. Softw. Eng. Methodol. 33(7): 169:1-169:29 (2024) - [j10]Zhou Yang
, Bowen Xu
, Jie M. Zhang
, Hong Jin Kang
, Jieke Shi
, Junda He
, David Lo
:
Stealthy Backdoor Attack for Code Models. IEEE Trans. Software Eng. 50(4): 721-741 (2024) - [c31]Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black:
Using Protected Attributes to Consider Fairness in Multi-Agent Systems. AEQUITAS@ECAI 2024 - [c30]Zhenpeng Chen
, Jie M. Zhang
, Federica Sarro
, Mark Harman
:
Fairness Improvement with Multiple Protected Attributes: How Far Are We? ICSE 2024: 160:1-160:13 - [c29]Shengbei Jiang
, Jiabao Zhang
, Wei Chen
, Bo Wang
, Jianyi Zhou
, Jie Zhang
:
Evaluating Fault Localization and Program Repair Capabilities of Existing Closed-Source General-Purpose LLMs. LLM4CODE@ICSE 2024: 75-78 - [c28]Kaibo Liu
, Yudong Han
, Yiyang Liu
, Jie M. Zhang
, Zhenpeng Chen
, Federica Sarro
, Gang Huang
, Yun Ma
:
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. MSR 2024: 113-117 - [c27]Dong Huang, Jianbo Dai, Han Weng, Puzhen Wu, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie Zhang:
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization. NeurIPS 2024 - [c26]Dong Huang, Yuhao Qing, Weiyi Shang, Heming Cui, Jie Zhang:
EffiBench: Benchmarking the Efficiency of Automatically Generated Code. NeurIPS 2024 - [c25]Yonghao Wu
, Zheng Li
, Jie M. Zhang
, Yong Liu
:
ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair. SIGSOFT FSE Companion 2024: 642-646 - [e3]Bram Adams, Thomas Zimmermann, Ipek Ozkaya, Dayi Lin, Jie M. Zhang:
Proceedings of the 1st ACM International Conference on AI-Powered Software, AIware 2024, Porto de Galinhas, Brazil, July 15-16, 2024. ACM 2024 [contents] - [e2]Hong Mei, Jian Lv, Abdelsalam Helal, Xiaoxing Ma, Shing-Chi Cheung, Jie Zhang, Tao Zhang:
Proceedings of the 15th Asia-Pacific Symposium on Internetware, Internetware 2024, Macau, SAR, China, July 24-26, 2024. ACM 2024 [contents] - [e1]Tim Menzies, Bowen Xu, Hong Jin Kang, Jie M. Zhang:
Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, SEA4DQ 2024, Porto de Galinhas, Brazil, 15 July 2024. ACM 2024 [contents] - [i35]Dong Huang, Jie M. Zhang, Yuhao Qing, Heming Cui:
EffiBench: Benchmarking the Efficiency of Automatically Generated Code. CoRR abs/2402.02037 (2024) - [i34]Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing, Zhenpeng Chen, Yun Ma:
Research Artifacts in Software Engineering Publications: Status and Trends. CoRR abs/2404.06852 (2024) - [i33]Kaibo Liu, Yiyang Liu, Zhenpeng Chen, Jie M. Zhang, Yudong Han, Yun Ma, Ge Li, Gang Huang:
LLM-Powered Test Case Generation for Detecting Tricky Bugs. CoRR abs/2404.10304 (2024) - [i32]Dong Huang, Jianbo Dai, Han Weng, Puzhen Wu, Yuhao Qing, Jie M. Zhang, Heming Cui, Zhijiang Guo:
SOAP: Enhancing Efficiency of Generated Code via Self-Optimization. CoRR abs/2405.15189 (2024) - [i31]Bo Wang, Mingda Chen, Youfang Lin, Mike Papadakis, Jie M. Zhang:
An Exploratory Study on Using Large Language Models for Mutation Testing. CoRR abs/2406.09843 (2024) - [i30]Dong Huang, Jie M. Zhang, Mingzhe Du, Mark Harman, Heming Cui:
Rethinking the Influence of Source Code on Test Case Generation. CoRR abs/2409.09464 (2024) - [i29]Dong Huang, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie M. Zhang:
Effi-Code: Unleashing Code Efficiency in Language Models. CoRR abs/2410.10209 (2024) - [i28]Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black:
Using Protected Attributes to Consider Fairness in Multi-Agent Systems. CoRR abs/2410.12889 (2024) - [i27]Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang, Yang Liu, Yun Ma:
Personality-Guided Code Generation Using Large Language Models. CoRR abs/2411.00006 (2024) - [i26]Xinyue Li, Zhenpeng Chen, Jie M. Zhang, Yiling Lou, Tianlin Li, Weisong Sun, Yang Liu, Xuanzhe Liu
:
Benchmarking Bias in Large Language Models during Role-Playing. CoRR abs/2411.00585 (2024) - [i25]Zhenpeng Chen, Xinyue Li, Jie M. Zhang, Federica Sarro, Yang Liu:
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software. CoRR abs/2412.08167 (2024) - 2023
- [j9]Jie M. Zhang, Mark Harman, Benjamin Guedj
, Earl T. Barr, John Shawe-Taylor
:
Model validation using mutated training labels: An exploratory study. Neurocomputing 539: 126116 (2023) - [j8]Zhenpeng Chen
, Jie M. Zhang
, Federica Sarro
, Mark Harman
:
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers. ACM Trans. Softw. Eng. Methodol. 32(4): 106:1-106:30 (2023) - [c24]Michael E. Akintunde, Martim Brandão, Gunel Jahangirova, Hector Menendez, Mohammad Reza Mousavi, Jie Zhang:
On Testing Ethical Autonomous Decision-Making. Applicable Formal Methods for Safe Industrial Products 2023: 3-15 - [c23]Jie Zhang, Wei Ma, Qiang Hu, Shangqing Liu, Xiaofei Xie
, Yves Le Traon, Yang Liu
:
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search. EMNLP (Findings) 2023: 9706-9716 - [c22]Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, Jie M. Zhang:
Large Language Models for Software Engineering: Survey and Open Problems. ICSE-FoSE 2023: 31-53 - [c21]Xin-Cheng Wen, Yupan Chen, Cuiyun Gao, Hongyu Zhang, Jie M. Zhang, Qing Liao:
Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning. ICSE 2023: 2275-2286 - [c20]Kaibo Liu
, Yudong Han
, Jie M. Zhang, Zhenpeng Chen
, Federica Sarro, Mark Harman, Gang Huang, Yun Ma:
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA 2023: 334-346 - [i24]Zhou Yang, Bowen Xu, Jie M. Zhang, Hong Jin Kang
, Jieke Shi, Junda He, David Lo:
Stealthy Backdoor Attack for Code Models. CoRR abs/2301.02496 (2023) - [i23]Xin-Cheng Wen, Yupan Chen, Cuiyun Gao, Hongyu Zhang, Jie M. Zhang, Qing Liao:
Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning. CoRR abs/2302.04675 (2023) - [i22]Jie Zhang, Wei Ma, Qiang Hu, Xiaofei Xie
, Yves Le Traon, Yang Liu:
RNNS: Representation Nearest Neighbor Search Black-Box Attack on Code Models. CoRR abs/2305.05896 (2023) - [i21]Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman:
An Empirical Study on Fairness Improvement with Multiple Protected Attributes. CoRR abs/2308.01923 (2023) - [i20]Shuyin Ouyang, Jie M. Zhang, Mark Harman, Meng Wang:
LLM is Like a Box of Chocolates: the Non-determinism of ChatGPT in Code Generation. CoRR abs/2308.02828 (2023) - [i19]Xinyue Li, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Ying Zhang, Xuanzhe Liu
:
Dark-Skin Individuals Are at More Risk on the Street: Unmasking Fairness Issues of Autonomous Driving Systems. CoRR abs/2308.02935 (2023) - [i18]Ming Yan, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang, Mark Harman:
COCO: Testing Code Generation Systems via Concretized Instructions. CoRR abs/2308.13319 (2023) - [i17]Yonghao Wu, Zheng Li, Jie M. Zhang, Mike Papadakis, Mark Harman, Yong Liu:
Large Language Models in Fault Localisation. CoRR abs/2308.15276 (2023) - [i16]Dong Huang, Qingwen Bu, Jie Zhang, Xiaofei Xie
, Junjie Chen, Heming Cui:
Bias Assessment and Mitigation in LLM-based Code Generation. CoRR abs/2309.14345 (2023) - [i15]Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, Jie M. Zhang:
Large Language Models for Software Engineering: Survey and Open Problems. CoRR abs/2310.03533 (2023) - [i14]Yonghao Wu, Zheng Li, Jie M. Zhang, Yong Liu:
ConDefects: A New Dataset to Address the Data Leakage Concern for LLM-based Fault Localization and Program Repair. CoRR abs/2310.16253 (2023) - [i13]Dong Huang, Qingwen Bu, Jie M. Zhang, Michael Luck, Heming Cui:
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation. CoRR abs/2312.13010 (2023) - 2022
- [j7]Rahul Gopinath
, Jie M. Zhang
, Marinos Kintis, Mike Papadakis
:
Mutation analysis and its industrial applications. Softw. Test. Verification Reliab. 32(7) (2022) - [j6]Rahul Gopinath
, Jie M. Zhang
, Marinos Kintis
, Mike Papadakis
:
Mutation analysis and its industrial applications. Softw. Test. Verification Reliab. 32(8) (2022) - [j5]Jie M. Zhang
, Mark Harman, Lei Ma
, Yang Liu
:
Machine Learning Testing: Survey, Landscapes and Horizons. IEEE Trans. Software Eng. 48(2): 1-36 (2022) - [c19]Baptiste Rozière, Jie Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample:
Leveraging Automated Unit Tests for Unsupervised Code Translation. ICLR 2022 - [c18]Zeyu Sun, Jie M. Zhang, Yingfei Xiong, Mark Harman, Mike Papadakis, Lu Zhang:
Improving Machine Translation Systems via Isotopic Replacement. ICSE 2022: 1181-1192 - [c17]Qingchao Shen
, Junjie Chen
, Jie M. Zhang
, Haoyu Wang
, Shuang Liu
, Menghan Tian
:
Natural Test Generation for Precise Testing of Question Answering Software. ASE 2022: 71:1-71:12 - [c16]Wei Ma, Mengjie Zhao
, Ezekiel O. Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie
, Yves Le Traon:
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. MSR 2022: 524-536 - [c15]Zhenpeng Chen
, Jie M. Zhang, Federica Sarro
, Mark Harman:
MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software. ESEC/SIGSOFT FSE 2022: 1122-1134 - [i12]Zhenpeng Chen, Jie M. Zhang, Federica Sarro
, Mark Harman:
A Comprehensive Empirical Study of Bias Mitigation Methods for Software Fairness. CoRR abs/2207.03277 (2022) - [i11]Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro
, Mark Harman:
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey. CoRR abs/2207.07068 (2022) - [i10]Zhenpeng Chen, Jie M. Zhang, Max Hort, Federica Sarro
, Mark Harman:
Fairness Testing: A Comprehensive Survey and Analysis of Trends. CoRR abs/2207.10223 (2022) - [i9]Wei Ma, Mengjie Zhao, Xiaofei Xie
, Qiang Hu, Shangqing Liu, Jie Zhang, Wenhan Wang, Yang Liu:
Is Self-Attention Powerful to Learn Code Syntax and Semantics? CoRR abs/2212.10017 (2022) - 2021
- [j4]Jie M. Zhang
, Feng Li
, Dan Hao
, Meng Wang
, Hao Tang, Lu Zhang, Mark Harman:
A Study of Bug Resolution Characteristics in Popular Programming Languages. IEEE Trans. Software Eng. 47(12): 2684-2697 (2021) - [c14]Jie M. Zhang
, Mark Harman:
"Ignorance and Prejudice" in Software Fairness. ICSE 2021: 1436-1447 - [c13]Max Hort
, Jie M. Zhang
, Federica Sarro
, Mark Harman
:
Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods. ESEC/SIGSOFT FSE 2021: 994-1006 - [i8]Baptiste Rozière, Jie M. Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample:
Leveraging Automated Unit Tests for Unsupervised Code Translation. CoRR abs/2110.06773 (2021) - [i7]Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon:
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. CoRR abs/2112.01218 (2021) - 2020
- [c12]Jie M. Zhang:
Automatic Improvement of Machine Translation Using Mutamorphic Relation: Invited Talk Paper. ICSE (Workshops) 2020: 425-426 - [c11]Zeyu Sun, Jie M. Zhang
, Mark Harman, Mike Papadakis
, Lu Zhang:
Automatic testing and improvement of machine translation. ICSE 2020: 974-985 - [c10]Yixue Zhao
, Justin Chen, Adriana Sejfia, Marcelo Schmitt Laser, Jie Zhang, Federica Sarro
, Mark Harman, Nenad Medvidovic
:
FrUITeR: a framework for evaluating UI test reuse. ESEC/SIGSOFT FSE 2020: 1190-1201 - [i6]Yixue Zhao, Justin Chen, Adriana Sejfia, Marcelo Schmitt Laser, Jie Zhang, Federica Sarro, Mark Harman, Nenad Medvidovic:
FrUITeR - A Framework for Evaluating UI Test Reuse. CoRR abs/2008.03427 (2020)
2010 – 2019
- 2019
- [j3]Mike Papadakis
, Marinos Kintis, Jie Zhang
, Yue Jia, Yves Le Traon
, Mark Harman:
Chapter Six - Mutation Testing Advances: An Analysis and Survey. Adv. Comput. 112: 275-378 (2019) - [j2]Jie Zhang
, Lingming Zhang, Mark Harman, Dan Hao
, Yue Jia, Lu Zhang:
Predictive Mutation Testing. IEEE Trans. Software Eng. 45(9): 898-918 (2019) - [c9]Jie M. Zhang, Lingming Zhang, Dan Hao
, Lu Zhang, Mark Harman:
An Empirical Comparison of Mutant Selection Assessment Metrics. ICST Workshops 2019: 90-101 - [c8]Jie M. Zhang, Lingming Zhang, Dan Hao
, Meng Wang, Lu Zhang:
Do Pseudo Test Suites Lead to Inflated Correlation in Measuring Test Effectiveness? ICST 2019: 252-263 - [i5]Jie M. Zhang
, Earl T. Barr, Benjamin Guedj
, Mark Harman, John Shawe-Taylor:
Perturbed Model Validation: A New Framework to Validate Model Relevance. CoRR abs/1905.10201 (2019) - [i4]Jie M. Zhang, Mark Harman, Lei Ma, Yang Liu:
Machine Learning Testing: Survey, Landscapes and Horizons. CoRR abs/1906.10742 (2019) - [i3]Zeyu Sun, Jie M. Zhang, Mark Harman, Mike Papadakis, Lu Zhang:
Automatic Testing and Improvement of Machine Translation. CoRR abs/1910.02688 (2019) - 2018
- [c7]Jie Zhang
, Dan Hao
, Lingming Zhang, Lu Zhang:
To Detect Abnormal Program Behaviours via Mutation Deduction. ICST Workshops 2018: 11-17 - [c6]Jie Zhang, Shi Han, Dan Hao
, Lu Zhang, Dongmei Zhang:
Automated refactoring of nested-IF formulae in spreadsheets. ESEC/SIGSOFT FSE 2018: 833-838 - [i2]Jie Zhang, Feng Li, Dan Hao, Meng Wang, Lu Zhang:
How Does Bug-Handling Effort Differ Among Different Programming Languages? CoRR abs/1801.01025 (2018) - 2017
- [i1]Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang:
Automated Refactoring of Nested-IF Formulae in Spreadsheets. CoRR abs/1712.09797 (2017) - 2016
- [c5]Jie Zhang
, Ziyi Wang, Lingming Zhang, Dan Hao
, Lei Zang, Shiyang Cheng, Lu Zhang:
Predictive mutation testing. ISSTA 2016: 342-353 - [c4]Jie Zhang
, Yiling Lou, Lingming Zhang, Dan Hao
, Lu Zhang, Hong Mei:
Isomorphic regression testing: executing uncovered branches without test augmentation. SIGSOFT FSE 2016: 883-894 - 2015
- [j1]Jie Zhang
, Xiaoyin Wang, Dan Hao
, Bing Xie, Lu Zhang, Hong Mei:
A survey on bug-report analysis. Sci. China Inf. Sci. 58(2): 1-24 (2015) - [c3]Jie Zhang
:
Scalability Studies on Selective Mutation Testing. ICSE (2) 2015: 851-854 - 2014
- [c2]Jie Zhang
, Muyao Zhu, Dan Hao
, Lu Zhang:
An Empirical Study on the Scalability of Selective Mutation Testing. ISSRE 2014: 277-287 - [c1]Jie Zhang
, Junjie Chen, Dan Hao
, Yingfei Xiong
, Bing Xie, Lu Zhang, Hong Mei:
Search-based inference of polynomial metamorphic relations. ASE 2014: 701-712
Coauthor Index

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