Tao Zhang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 81

Top Topics

Open Source Projects

Defect Prediction

Top Venues

J. Syst. Softw.

IEEE Trans. Software Eng.

Publications

Sicong Cao, Xiaobing Sun, Lili Bo, Rongxin Wu, Bin Li, Xiaoxue Wu, Chuanqi Tao, Tao Zhang, Wei Liu
Learning to Detect Memory-related Vulnerabilities. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Ying Wang, Tao Zhang, Xiapu Luo, Peng Liang
Special Issue on Selected Tools from the Tool Track of the 30th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2023 Tool Track). Sci. Comput. Program. 238 (2024)
He Jiang, Zun Wang, Zhide Zhou, Xiaochen Li, Shikai Guo, Weifeng Sun, Tao Zhang
A Testing Program and Pragma Combination Selection Based Framework for High-Level Synthesis Tool Pragma-Related Bug Detection. IEEE Trans. Software Eng. 50 (4) (2024)
Guodong Fan, Shizhan Chen, Cuiyun Gao, Jianmao Xiao, Tao Zhang, Zhiyong Feng
RAPID: Zero-Shot Domain Adaptation for Code Search with Pre-Trained Models. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
Haoran Yang, Yu Nong, Tao Zhang, Xiapu Luo, Haipeng Cai
Learning to Detect and Localize Multilingual Bugs. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Xiaohui Wang, Tao Zhang, Youshuai Tan, Weiyi Shang, Yao Li
How to effectively mine app reviews concerning software ecosystem? A survey of review characteristics. J. Syst. Softw. 213 (2024)
Jie Cai, Bin Li, Tao Zhang, Jiale Zhang, Xiaobing Sun
Fine-grained smart contract vulnerability detection by heterogeneous code feature learning and automated dataset construction. J. Syst. Softw. 209 (2024)
He Jiang, Yulong Li, Shikai Guo, Xiaochen Li, Tao Zhang, Hui Li, Rong Chen
DupHunter: Detecting Duplicate Pull Requests in Fork-Based Development. IEEE Trans. Software Eng. 49 (4) (2023)
Sen Fang, Tao Zhang, Youshuai Tan, He Jiang, Xin Xia, Xiaobing Sun
RepresentThemAll: A Universal Learning Representation of Bug Reports. ICSE (2023)
Ying Wei, Lili Bo, Xiaobing Sun, Bin Li, Tao Zhang, Chuanqi Tao
Automated event extraction of CVE descriptions. Inf. Softw. Technol. 158 (2023)
Le Yu, Haoyu Wang, Xiapu Luo, Tao Zhang, Kang Liu, Jiachi Chen, Hao Zhou, Yutian Tang, Xusheng Xiao
Towards Automatically Localizing Function Errors in Mobile Apps With User Reviews. IEEE Trans. Software Eng. 49 (4) (2023)
Zhou Liao, Shuwei Song, Hang Zhu, Xiapu Luo, Zheyuan He, Renkai Jiang, Ting Chen, Jiachi Chen, Tao Zhang, Xiaosong Zhang
Large-Scale Empirical Study of Inline Assembly on 7.6 Million Ethereum Smart Contracts. IEEE Trans. Software Eng. 49 (2) (2023)
Youshuai Tan, Jinfu Chen, Weiyi Shang, Tao Zhang, Sen Fang, Xiapu Luo, Zijie Chen, Shuhao Qi
STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews. IEEE Trans. Software Eng. 49 (8) (2023)
Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Lei Xue, Ming Fan, Jacky Keung
The impact of class imbalance techniques on crashing fault residence prediction models. Empir. Softw. Eng. 28 (2) (2023)
Jianwei Zeng, Yutong He, Tao Zhang, Zhou Xu, Qiang Han
CLG-Trans: Contrastive learning for code summarization via graph attention-based transformer. Sci. Comput. Program. 226 (2023)
Dawei Yuan, Xiaohui Wang, Yao Li, Tao Zhang
Optimizing smart contract vulnerability detection via multi-modality code and entropy embedding. J. Syst. Softw. 202 (2023)
Yao Li, Tao Zhang, Xiapu Luo, Haipeng Cai, Sen Fang, Dawei Yuan
Do Pretrained Language Models Indeed Understand Software Engineering Tasks? IEEE Trans. Software Eng. 49 (10) (2023)
Xiaobing Sun, Zhenlei Ye, Lili Bo, Xiaoxue Wu, Ying Wei, Tao Zhang, Bin Li
Automatic software vulnerability assessment by extracting vulnerability elements. J. Syst. Softw. 204 (2023)
Dawei Yuan, Sen Fang, Tao Zhang, Zhou Xu, Xiapu Luo
Java Code Clone Detection by Exploiting Semantic and Syntax Information From Intermediate Code-Based Graph. IEEE Trans. Reliab. 72 (2) (2023)
He Ye, Matias Martinez, Xiapu Luo, Tao Zhang, Martin Monperrus
SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics. ASE (2022)
Youwei Huang, Tao Zhang, Sen Fang, Youshuai Tan
SmartIntentNN: Towards Smart Contract Intent Detection. CoRR (2022)
Sen Fang, Tao Zhang, Youshuai Tan, Zhou Xu, Zhi-Xin Yuan, Ling-Ze Meng
PRHAN: Automated Pull Request Description Generation Based on Hybrid Attention Network. J. Syst. Softw. 185 (2022)
Cong Li, Qiang Han, Tao Zhang, Bingbing Lei, Yu He
Quantity-Simulation-Analysis Method based Novel RSA Timing Attack Algorithm for Single-Chip Microcomputer Platform. QRS (2022)
Muhammad Ashfaq, Rubing Huang, Dave Towey, Michael Omari, Dmitry A. Yashunin, Patrick Kwaku Kudjo, Tao Zhang
Summary of SWFC-ART: A Cost-effective Approach for Fixed-Size-Candidate-Set Adaptive Random Testing through Small World Graphs. ICST (2022)
Zhou Xu, Kunsong Zhao, Tao Zhang, Chunlei Fu, Meng Yan, Zhiwen Xie, Xiaohong Zhang, Gemma Catolino
Effort-Aware Just-in-Time Bug Prediction for Mobile Apps Via Cross-Triplet Deep Feature Embedding. IEEE Trans. Reliab. 71 (1) (2022)
Yao Li, Tao Zhang, Xiapu Luo, Haipeng Cai, Sen Fang, Dawei Yuan
Do Pre-trained Language Models Indeed Understand Software Engineering Tasks? CoRR (2022)
Zhou Zhou, Lili Bo, Xiaoxue Wu, Xiaobing Sun, Tao Zhang, Bin Li, Jiale Zhang, Sicong Cao
SPVF: security property assisted vulnerability fixing via attention-based models. Empir. Softw. Eng. 27 (7) (2022)
Tao Zhang, Xiaobing Sun, Zibin Zheng, Ge Li
Intelligent analysis for software data: research and applications. Frontiers Inf. Technol. Electron. Eng. 23 (5) (2022)
Youwei Huang, Tao Zhang, Sen Fang, Youshuai Tan
Deep Smart Contract Intent Detection. CoRR (2022)
Yan Lei, Huan Xie, Tao Zhang, Meng Yan, Zhou Xu, Chengnian Sun
Feature-FL: Feature-Based Fault Localization. IEEE Trans. Reliab. 71 (1) (2022)
He Ye, Matias Martinez, Xiapu Luo, Tao Zhang, Martin Monperrus
SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics. CoRR (2022)
Jinting Lu, Xiaobing Sun, Bin Li, Lili Bo, Tao Zhang
BEAT: Considering question types for bug question answering via templates. Knowl. Based Syst. 225 (2021)
Tao Zhang, Jiachi Chen, Xian Zhan, Xiapu Luo, David Lo, He Jiang
Where2Change: Change Request Localization for App Reviews. IEEE Trans. Software Eng. 47 (11) (2021)
Zhou Xu, Tao Zhang, Jacky Keung, Meng Yan, Xiapu Luo, Xiaohong Zhang, Ling Xu, Yutian Tang
Feature selection and embedding based cross project framework for identifying crashing fault residence. Inf. Softw. Technol. 131 (2021)
Xiapu Luo, Weiyi Shang, Xiaobing Sun, Tao Zhang
Special Issue on New Generation of Bug Fixing. J. Syst. Softw. 178 (2021)
Zijie Chen, Tao Zhang, Xiao Peng
A Novel API Recommendation Approach By Using Graph Attention Network. QRS (2021)
Muhammad Ashfaq, Rubing Huang, Dave Towey, Michael Omari, Dmitry A. Yashunin, Patrick Kwaku Kudjo, Tao Zhang
SWFC-ART: A cost-effective approach for Fixed-Size-Candidate-Set Adaptive Random Testing through small world graphs. J. Syst. Softw. 180 (2021)
Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Dan Yang, Wei Li
A comprehensive investigation of the impact of feature selection techniques on crashing fault residence prediction models. Inf. Softw. Technol. 139 (2021)
Jianwei Zeng, Tao Zhang, Zhou Xu
DG-Trans: Automatic Code Summarization via Dynamic Graph Attention-based Transformer. QRS (2021)
Jingxuan Zhang, He Jiang, Zhilei Ren, Tao Zhang, Zhiqiu Huang
Enriching API Documentation with Code Samples and Usage Scenarios from Crowd Knowledge. IEEE Trans. Software Eng. 47 (6) (2021)
Sen Fang, Youshuai Tan, Tao Zhang, Yepang Liu
Self-Attention Networks for Code Search. Inf. Softw. Technol. 134 (2021)
Le Yu, Xiapu Luo, Jiachi Chen, Hao Zhou, Tao Zhang, Henry Chang, Hareton K. N. Leung
PPChecker: Towards Accessing the Trustworthiness of Android Apps' Privacy Policies. IEEE Trans. Software Eng. 47 (2) (2021)
Muhammad Ashfaq, Rubing Huang, Dave Towey, Michael Omari, Dmitry A. Yashunin, Patrick Kwaku Kudjo, Tao Zhang
SWFC-ART: A Cost-effective Approach for Fixed-Size-Candidate-Set Adaptive Random Testing through Small World Graphs. CoRR (2021)
Kunsong Zhao, Zhou Xu, Tao Zhang, Yutian Tang, Meng Yan
Simplified Deep Forest Model Based Just-in-Time Defect Prediction for Android Mobile Apps. IEEE Trans. Reliab. 70 (2) (2021)
Sen Fang, Youshuai Tan, Tao Zhang, Zhou Xu, Hui Liu
Effective Prediction of Bug-Fixing Priority via Weighted Graph Convolutional Networks. IEEE Trans. Reliab. 70 (2) (2021)
Xiaoqi Li, Ting Chen, Xiapu Luo, Tao Zhang, Le Yu, Zhou Xu
STAN: Towards Describing Bytecodes of Smart Contract. QRS (2020)
Xiaoqi Li, Ting Chen, Xiapu Luo, Tao Zhang, Le Yu, Zhou Xu
STAN: Towards Describing Bytecodes of Smart Contract. CoRR (2020)
Kunsong Zhao, Zhou Xu, Tao Zhang, Yutian Tang
Simplified Deep Forest Model based Just-In-Time Defect Prediction for Android Mobile Apps. QRS (2020)
Xiaoyun Cheng, Naming Liu, Lin Guo, Zhou Xu, Tao Zhang
Blocking Bug Prediction Based on XGBoost with Enhanced Features. COMPSAC (2020)
Youshuai Tan, Sijie Xu, Zhaowei Wang, Tao Zhang, Zhou Xu, Xiapu Luo
Bug severity prediction using question-and-answer pairs from Stack Overflow. J. Syst. Softw. 165 (2020)
Yutian Tang, Hao Zhou, Zhou Xu, Xiapu Luo, Yan Cai, Tao Zhang
Feature Location Benchmark for Decomposing and Reusing Android Apps. CoRR (2020)
Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, Xiaohui Cui
Identifying Crashing Fault Residence Based on Cross Project Model. ISSRE (2019)
Zhou Xu, Shuai Pang, Tao Zhang, Xiapu Luo, Jin Liu, Yutian Tang, Xiao Yu, Lei Xue
Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning. J. Comput. Sci. Technol. 34 (5) (2019)
Zhou Xu, Jin Liu, Xiapu Luo, Zijiang Yang, Yifeng Zhang, Peipei Yuan, Yutian Tang, Tao Zhang
Software defect prediction based on kernel PCA and weighted extreme learning machine. Inf. Softw. Technol. 106 (2019)
Tao Zhang, Haoming Li, Zhou Xu, Jian Liu, Rubing Huang, Yiran Shen
Labelling issue reports in mobile apps. IET Softw. 13 (6) (2019)
Tao Zhang, Jiachi Chen, Xiapu Luo, Tao Li
Bug Reports for Desktop Software and Mobile Apps in GitHub: What's the Difference? IEEE Softw. 36 (1) (2019)
Yiran Shen, Hongkai Wen, Chengwen Luo, Weitao Xu, Tao Zhang, Wen Hu, Daniela Rus
GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait. IEEE Trans. Dependable Secur. Comput. 16 (3) (2019)
Xian Zhan, Tao Zhang, Yutian Tang
A Comparative Study of Android Repackaged Apps Detection Techniques. SANER (2019)
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 Trans. Serv. Comput. 12 (1) (2019)
Zhou Xu, Shuai Li, Xiapu Luo, Jin Liu, Tao Zhang, Yutian Tang, Jun Xu, Peipei Yuan, Jacky Keung
TSTSS: A two-stage training subset selection framework for cross version defect prediction. J. Syst. Softw. 154 (2019)
Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky Keung, Yutian Tang
LDFR: Learning deep feature representation for software defect prediction. J. Syst. Softw. 158 (2019)
Zhou Xu, Sizhe Ye, Tao Zhang, Zhen Xia, Shuai Pang, Yong Wang, Yutian Tang
MVSE: Effort-Aware Heterogeneous Defect Prediction via Multiple-View Spectral Embedding. QRS (2019)
Tao Zhang, Wenjun Hu, Xiapu Luo, Xiaobo Ma
A Commit Messages-Based Bug Localization for Android Applications. Int. J. Softw. Eng. Knowl. Eng. 29 (4) (2019)
Yong Wang, Jiahe Cui, Tao Zhang, Jing Yang, Jianpei Zhang
A Complex Network Evolution Model Based on Microscopic Characteristic of Nodes. QRS Companion (2018)
He Jiang, Dong Liu, Zhilei Ren, Tao Zhang
Blockchain in the Eyes of Developers. CoRR (2018)
Haoming Li, Tao Zhang, Ziyuan Wang
Bug or Not Bug? Labeling Issue Reports via User Reviews for Mobile Apps (S). SEKE (2018)
Zhou Xu, Shuai Li, Yutian Tang, Xiapu Luo, Tao Zhang, Jin Liu, Jun Xu
Cross version defect prediction with representative data via sparse subset selection. ICPC (2018)
Geunseok Yang, Tao Zhang, Byungjeong Lee
An Emotion Similarity Based Severity Prediction of Software Bugs: A Case Study of Open Source Projects. IEICE Trans. Inf. Syst. (8) (2018)
Zhou Xu, Peipei Yuan, Tao Zhang, Yutian Tang, Shuai Li, Zhen Xia
HDA: Cross-Project Defect Prediction via Heterogeneous Domain Adaptation With Dictionary Learning. IEEE Access 6 (2018)
Zhou Xu, Jin Liu, Xiapu Luo, Tao Zhang
Cross-version defect prediction via hybrid active learning with kernel principal component analysis. SANER (2018)
He Jiang, Najam Nazar, Jingxuan Zhang, Tao Zhang, Zhilei Ren
PRST: A PageRank-Based Summarization Technique for Summarizing Bug Reports with Duplicates. Int. J. Softw. Eng. Knowl. Eng. 27 (6) (2017)
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. CoRR (2017)
He Jiang, Jingxuan Zhang, Zhilei Ren, Tao Zhang
An Unsupervised Approach for Discovering Relevant Tutorial Fragments for APIs. CoRR (2017)
Le Yu, Tao Zhang, Xiapu Luo, Lei Xue, Henry Chang
Toward Automatically Generating Privacy Policy for Android Apps. IEEE Trans. Inf. Forensics Secur. 12 (4) (2017)
He Jiang, Jingxuan Zhang, Zhilei Ren, Tao Zhang
An unsupervised approach for discovering relevant tutorial fragments for APIs. ICSE (2017)
Tao Zhang, Jiachi Chen, He Jiang, Xiapu Luo, Xin Xia
Bug report enrichment with application of automated fixer recommendation. ICPC (2017)
Najam Nazar, He Jiang, Guojun Gao, Tao Zhang, Xiaochen Li, Zhilei Ren
Source code fragment summarization with small-scale crowdsourcing based features. Frontiers Comput. Sci. 10 (3) (2016)
Tao Zhang, Jiachi Chen, Geunseok Yang, Byungjeong Lee, Xiapu Luo
Towards more accurate severity prediction and fixer recommendation of software bugs. J. Syst. Softw. 117 (2016)
Le Yu, Xiapu Luo, Xule Liu, Tao Zhang
Can We Trust the Privacy Policies of Android Apps? DSN (2016)
Tao Zhang, Geunseok Yang, Byungjeong Lee, Alvin T. S. Chan
Guiding Bug Triage through Developer Analysis in Bug Reports. Int. J. Softw. Eng. Knowl. Eng. 26 (3) (2016)
Tao Zhang, He Jiang, Xiapu Luo, Alvin T. S. Chan
A Literature Review of Research in Bug Resolution: Tasks, Challenges and Future Directions. Comput. J. 59 (5) (2016)
Le Yu, Tao Zhang, Xiapu Luo, Lei Xue
AutoPPG: Towards Automatic Generation of Privacy Policy for Android Applications. SPSM@CCS (2015)
He Jiang, Xin Chen, Shuwei Zhang, Xin Zhang, Weiqiang Kong, Tao Zhang
Software for Wearable Devices: Challenges and Opportunities. CoRR (2015)
He Jiang, Xin Chen, Shuwei Zhang, Xin Zhang, Weiqiang Kong, Tao Zhang
Software for Wearable Devices: Challenges and Opportunities. COMPSAC Workshops (2015)
Tao Zhang, Geunseok Yang, Byungjeong Lee, Alvin T. S. Chan
Predicting severity of bug report by mining bug repository with concept profile. SAC (2015)
Geunseok Yang, Tao Zhang, Byungjeong Lee
Utilizing a multi-developer network-based developer recommendation algorithm to fix bugs effectively. SAC (2014)
Geunseok Yang, Tao Zhang, Byungjeong Lee
Towards Semi-automatic Bug Triage and Severity Prediction Based on Topic Model and Multi-feature of Bug Reports. COMPSAC (2014)
Tao Zhang, Geunseok Yang, Byungjeong Lee, Eng Keong Lua
A Novel Developer Ranking Algorithm for Automatic Bug Triage Using Topic Model and Developer Relations. APSEC (1) (2014)
Tao Zhang, Byungjeong Lee
A Novel Technique for Duplicate Detection and Classification of Bug Reports. IEICE Trans. Inf. Syst. (7) (2014)
Rubing Huang, Jinfu Chen, Tao Zhang, Rongcun Wang, Yansheng Lu
Prioritizing Variable-Strength Covering Array. COMPSAC (2013)
Tao Zhang, Byungjeong Lee
A hybrid bug triage algorithm for developer recommendation. SAC (2013)
Tao Zhang, Byungjeong Lee
How to Recommend Appropriate Developers for Bug Fixing? COMPSAC (2012)
Tao Zhang, Byungjeong Lee
An Automated Bug Triage Approach: A Concept Profile and Social Network Based Developer Recommendation. ICIC (1) (2012)
Guijia He, Tao Zhang, Byungjeong Lee, Jin Suk Kim
Utilizing SSTAG: A Novel Tag Recommendation Mechanism to Web Page Search. CIT (2011)
Tao Zhang, Byungjeong Lee
A Bug Rule Based Technique with Feedback for Classifying Bug Reports. CIT (2011)
Tao Zhang, Byungjeong Lee
Complementary Classification Techniques based Personalized Software Requirements Retrieval with Semantic Ontology and User Feedback. CIT (2010)
Tao Zhang, Byungjeong Lee, Sooyong Kang, Han-Joon Kim, Jinseog Kim
Collective Intelligence-Based Web Page Search: Combining Folksonomy and Link-Based Ranking Strategy. CIT (2) (2009)