Dr Yutian Tang
- Lecturer in Software Engineering (Computing Science)
email:
Yutian.Tang@gla.systa-s.com
S123, Sir Alwyn Williams Building, University of Glasgow, Glasgow, G12 8RZ
Biography
Dr. Yutian Chris Tang is an Assistant Professor (UK Lecturer) [University Profile] at the School of Computing Science, University of Glasgow, United Kingdom. He received his Ph.D. degree from the Department of Computing, The Hong Kong Polytechnic University, under the supervision of Prof. Xiapu Luo and Dr. Hareton Leung (Emeritus). He received his B.Sc in Computer Science from Jilin University. His research interests include AI+SE (Large-language Model+SE), LLM, Agentic AI, empirical software engineering, privacy protection, and software testing. He is a senior member of IEEE, a member of CCF, the European Alliance for Innovation (EAI), and EuroSys. He is also a member of EPSRC Peer Review College and a technical committee member of the IEEE Technical Committee on Software Engineering. He also contributes to the IEEE Standards Association P1633 Working Group (IEEE Recommended Practice on Software Reliability).
Chris has published over 50 peer-reviewed papers at premier software engineering venues such as ESEC/FSE, TheWebConf(WWW), ASE, SANER, ISSRE, ICPC conferences, and IEEE Transactions on Software Engineering (TSE), IEEE Transactions on Reliability (TReli), JSS, IST journals. His works received the Best Industry Paper Award at ISSRE'18, and ACM SIGSOFT Distinguished Paper Award at ICSE'26.. Three works reported defects in Android OS, which are confirmed by the Google Security Team. He serves as an Editorial Board Member for the Frontiers in Computer Science journal and the Scientific Programming. He also serves as the PC member of 10+ international conferences such as PLDI, ICSE, ESEC/FSE, ASE, ICPC, SANER, CAiSE, EASE, SEKE, MSR, APSEC, MobileSoft, VaMoS. His future research plans are directed towards advancing the techniques to automatically test programs and locate bugs, and providing tool support for their applications.
Research interests
- AI+SE (Large-language Models+SE)
- Agentic AI,
- LLM,
- AI Copyright,
- Vibe coding,
- program analysis,
- empirical software engineering,
- privacy protection,
- software testing
Research groups
- Glasgow Systems
- Education & Practice
Publications
Selected publications
Zhou, Zhichao, Zhou, Yuming, Fang, Chunrong, Chen, Zhenyu and Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564
(2022)
Selectively Combining Multiple Coverage Goals in Search-Based Unit Test Generation.
In: 37th IEEE/ACM International Conference on Automated Software Engineering (ASE '22), Rochester, MI, USA, 10 - 14 October 2022,
ISBN 9781450394758
(doi: 10.1145/3551349.3556902)
Xu, Guosheng, Li, Siyi, Zhou, Hao, Liu, Shucen, Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564, Li, Li, Luo, Xiapu, Xiao, Xusheng, Xu, Guoai and Wang, Haoyu
(2022)
Lie to Me: Abusing the Mobile Content Sharing Service for Fun and Profit.
In: ACM Web Conference 2022, Lyon, France, 25 – 29 April 2022,
pp. 3327-3335.
ISBN 9781450390965
(doi: 10.1145/3485447.3512151)
Liu, Zhijie, Zhang, Liang Feng and Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564
(2023)
Enhancing Malware Detection for Android Apps: Detecting Fine-granularity Malicious Components.
In: 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), Kirchberg, Luxembourg, 11-15 Sept 2023,
pp. 1212-1224.
ISBN 9798350329964
(doi: 10.1109/ASE56229.2023.00074)
Yu, Le, Wang, Haoyu, Luo, Xiapu, Zhang, Tao, Liu, Kang, Chen, Jiachi, Zhou, Hao, Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564 and Xiao, Xusheng
(2023)
Towards automatically localizing function errors in mobile apps with user reviews.
IEEE Transactions on Software Engineering, 49(4),
pp. 1464-1486.
(doi: 10.1109/TSE.2022.3178096)
Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564, Wang, Haoyu, Zhan, Xian, Luo, Xiapu, Zhou, Yajin, Zhou, Hao, Yan, Qiben, Sui, Yulei and Keung, Jacky
(2022)
A systematical study on application performance management libraries for apps.
IEEE Transactions on Software Engineering, 48(8),
pp. 3044-3065.
(doi: 10.1109/TSE.2021.3077654)
Cao, Hongchen, Li, Shuai, Zhou, Yuming, Fan, Ming, Zhao, Xuejiao and Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564
(2024)
Cheating your apps: black-box adversarial attacks on deep learning apps.
Journal of Software: Evolution and Process, 36(4),
(doi: 10.1002/smr.2528)
Tang, Yutian ORCID: https://orcid.org/0000-0001-5677-4564, Zhou, Hao, Luo, Xiapu, Chen, Ting, Wang, Haoyu, Xu, Zhou and Cai, Yan
(2022)
XDebloat: towards automated feature-oriented app debloating.
IEEE Transactions on Software Engineering, 48(11),
pp. 4501-4520.
(doi: 10.1109/TSE.2021.3120213)
All publications
Prior publications
Article
Zeyu Lu, Peng Zhang, Yuge Nie, Yibiao Yang, Yutian Tang, Chun Yong Chong, Yuming Zhou (2026) Beyond Coverage: Automatic Test Suite Augmentation for Enhanced Effectiveness using Large Language Models Proceedings of the ACM on Programming Languages Crossref. (doi: 10.1145/3798251)
Yang Wang, Peng Zhang, Maolin Sun, Zeyu Lu, Yibiao Yang, Yutian Tang, Junyan Qian, Zhi Li, Yuming Zhou (2024) Corrections to “Uncovering Bugs in Code Coverage Profilers via Control Flow Constraint Solving” IEEE Transactions on Software Engineering Dimensions. (doi: 10.1109/tse.2023.3339345)
Yutian Tang, Mingke Yang, Yuming Zhou, Bixin Li (2023) On Code Reuse from StackOverflow: An Exploratory Study on Jupyter Notebook Authorea Dimensions. (doi: 10.22541/au.167710022.23196663/v1)
Huang, J., Liu, S., Tang, Y., Zhang, X. (2021) Object-Level Remote Sensing Image Augmentation Using U-Net-Based Generative Adversarial Networks Wireless Communications and Mobile Computing Scopus - Elsevier. ISSN 15308669 15308677 (doi: 10.1155/2021/1230279)
(2020) Feature Location Benchmark for Decomposing and Reusing Android Apps Yutian Tang. (doi: 10.48550/arxiv.2005.04008)
(2019) Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning Journal of Computer Science and Technology Yutian Tang. ISSN 1860-4749 (doi: 10.1007/s11390-019-1959-z)
(2019) TSTSS: A two-stage training subset selection framework for cross version defect prediction Journal of Systems and Software Yutian Tang. ISSN 0164-1212 (doi: 10.1016/j.jss.2019.03.027)
Xu, Z., Li, S., Xu, J., Liu, J., Luo, X., Zhang, Y., Zhang, T., Keung, J., Tang, Y. (2019) LDFR: Learning deep feature representation for software defect prediction Journal of Systems and Software Scopus - Elsevier. (doi: 10.1016/j.jss.2019.110402)
Xu, Z., Liu, J., Luo, X., Yang, Z., Zhang, Y., Yuan, P., Tang, Y., Zhang, T. (2019) Software defect prediction based on kernel PCA and weighted extreme learning machine Information and Software Technology Scopus - Elsevier. (doi: 10.1016/j.infsof.2018.10.004)
Zhou Xu, Peipei Yuan, Tao Zhang, Yutian Tang, Shuai Li, Zhen Xia (2018) HDA: Cross-Project Defect Prediction via Heterogeneous Domain Adaptation With Dictionary Learning IEEE Access Dimensions. (doi: 10.1109/access.2018.2873755)
Other
Tang, Y., Du, X. (2025) A Comparative Study of Full Apps and Lite Apps for Android Arxiv Scopus - Elsevier. ISSN 23318422 (doi: 10.48550/arXiv.2501.06401)
Zhou, Z., Tang, Y., Lin, Y., He, J. (2024) An LLM-based Readability Measurement for Unit Tests’ Context-aware Inputs Arxiv Scopus - Elsevier. ISSN 23318422 (doi: 10.48550/arXiv.2407.21369)
Cao, H., Li, S., Zhou, Y., Fan, M., Zhao, X., Tang, Y. (2021) Towards black-box attacks on deep learning apps Arxiv Scopus - Elsevier. ISSN 23318422 (doi: 10.48550/arxiv.2107.12732)
Conference Proceedings
(2020) All Your App Links are Belong to Us: Understanding the Threats of Instant Apps based Attacks The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) Yutian Tang. (doi: 10.1145/3368089.3409702)
(2020) Demystifying Diehard Android Apps Yutian Tang. (doi: 10.1145/3324884.3416637)
(2020) Resource Race Attacks on Android 27th IEEE International Conference on Software Analysis, Evolution and Reengineering Yutian Tang. (doi: 10.1109/saner48275.2020.9054863)
(2019) Demystifying Application Performance Management Libraries for Android The 34th IEEE/ACM International Conference on Automated Software Engineering Yutian Tang. (doi: 10.1109/ase.2019.00069)
(2019) MVSE: Effort-Aware Heterogeneous Defect Prediction via Multiple-View Spectral Embedding 2019 IEEE 19th International Conference on Software Quality, Reliability and Security (QRS) Yutian Tang. ISBN 9781728139272 (doi: 10.1109/qrs.2019.00015)
(2019) A Comparative Study of Android Repackaged Apps Detection Techniques Yutian Tang. ISBN 9781728105918 (doi: 10.1109/saner.2019.8667975)
(2018) Cross Version Defect Prediction with Representative Data via Sparse Subset Selection IEEE/ACM International Conference on Program Comprehension 2018 Yutian Tang. (doi: 10.1145/3196321.3196331)
Tang, Y., Leung, H. (2017) StiCProb: A novel feature mining approach using conditional probability SANER 2017 - 24th IEEE International Conference on Software Analysis, Evolution, and Reengineering Scopus - Elsevier. (doi: 10.1109/SANER.2017.7884608)
Tang, Y., Leung, H. (2015) A top-down feature mining framework for software product line ICEIS 2015 - 17th International Conference on Enterprise Information Systems, Proceedings Scopus - Elsevier.
Yutian Tang, Hareton Leung (2015) Top-down Feature Mining Framework for Software Product Line Proceedings of the 17th International Conference on Enterprise Information Systems Yutian Tang. (doi: 10.5220/0005370300710081)
Yang, Z., Fu, D., Tang, Y., Zhang, Y., Hao, Y., Gui, C., Ji, X., Yue, X. (2012) Link prediction based on weighted networks Communications in Computer and Information Science Scopus - Elsevier. ISBN 9783642343896 ISSN 18650929 (doi: 10.1007/978-3-642-34390-2_14)
Book Section
Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, Xiaohui Cui (2019) Identifying Crashing Fault Residence Based on Cross Project Model Dimensions. (doi: 10.1109/issre.2019.00027)
Xuejiao Zhao, Hongwei Li, Yutian Tang, Dongjing Gao, Lingfeng Bao, Ching-Hung Lee (2018) A Smart Context-Aware Program Assistant Based on Dynamic Programming Event Modeling Dimensions. (doi: 10.1109/issrew.2018.00-36)
Yutian Tang, Hareton Leung (2017) Constructing Feature Model by Identifying Variability-Aware Modules Dimensions. (doi: 10.1109/icpc.2017.21)
Grants
- 2021.10-2023.09 Research on Mobile App Component Behavior Understanding (No. 21PJ1410700) Science and Technology Commission of Shanghai Municipality, China 300,000 CNY
- 2023.01-2025.12 Research on Android App Debloating with Multi-dimension, Multi-semantic Module Mining (No. 62202306) National Natural Science Foundation of China (NSFC), China 300,000 CNY
- 2024.03-2025.03 OpenAI API Researcher Access Program OpenAI 5,000 USD
- 2024.09-2025.09 Google Cloud Research Program, Google, 5,000 USD
- 2025.05-2026.05 Lund Get Started Funding (with Prof. Per from Lund University)
- 2025.09-2026.09 OpenAI Cybersecurity Grant
Supervision
I’m looking for PhD students and Post-Docs interested in the topics described above and on my website at https://www.chrisyttang.org/.
Do not hesitate to contact me with your CV and academic transcript. Spontaneous applications are welcomed and I will do my best to answer and engage with the proposals you make.
While there is no guaranteed funding, I will always help to find suitable funding if we agree on a topic we both would enjoy working on. Please also see official guidance on scholarships.
[CSC Ph.D. Studentship] Deadline: January of the academic year.
• What is covered: if accepted by the CSC, the CSC covers the stipend. The college’s graduate school endeavors to match this with a tuition waiver.
• Eligibility of Student: student has to be Chinese and has to agree to the CSC’s terms which include the requirement to return to China after completing their Ph.D.
Students who are not already in Glasgow, and who are affiliated with partner institutions are encouraged to apply for CSC Ph.D. studentship.
[Ph.D. application process] Please refer to University of Glasgow - Schools - School of Computing Science - Postgraduate research - Prospective students. For international students, please make sure that you have the documentation to meet the language requirements for the College of Science & Engineering before you start the application process.
- CHEN, Yuxi
Testing and mitigating bias in code generated by LLMs - Das, Susmita
|Topic: Automated Unit Test Generation using LLMs| Our research would be focused on generating unit test cases using large language models (LLMs). We first plan to generate unit test cases from a given natural language description or code snippet by - Smith, Paul
Mitigating Patch Overfitting in Automated Program Repair via Multi-Agent LLMs, Fine-Tuning, Prompt Engineering, and Retrieval-Augmented Generation
Teaching
- COMPSCI4015 Professional Software Development (for Level 4 Students), University of Glasgow; 2023,24,25,26,27;
- COMPSCI5093/COMPSCI5104 Secured Software Engineering/Secured Software Engineering for MSc (M) COMPSCI5104 (for Level 5/Msc Students), University of Glasgow; 2024,25,26,27;
- COMPSCI5074 MSc IT + Masters Team Project (for MSc IT+ Students), University of Glasgow; 2026;
- Web Application Development 2 COMPSCI2021 (for Level 2 Students), University of Glasgow; 2027;
- Programming and Systems Development (H) COMPSCI4084 (for Level 4 Students), University of Glasgow; 2026;
Professional activities & recognition
Prizes, awards & distinctions
- 2018: Best Industry Paper Award (The 29th IEEE International Symposium on Software Reliability Engineering)
- 2021: Shanghai Pujiang Talent Program (Shanghai Municipal Committee of Science and Technology)
- 2024: Researcher Access Program (OpenAI)
- 2024: Google Cloud Credit Award (Google)
Grant committees & research advisory boards
- 2023: EPSRC, Peer Review College
- 2022 - 2023: Shanghai Science and Technology Awards for Technical Invention,
- 2021 - 2022: Shanghai Small- and Medium-sized Enterprise Innovation Fund,
- 2023: National Natural Science Fundation of China (NSFC),
- 2024: Green Future Fellowships, Accessor
Editorial boards
- 2021: Frontiers in Computer Science,
- 2021: Scientific Programming
Professional & learned societies
- 2020: Senior Member, IEEE (The Institute of Electrical and Electronics Engineers)
- 2022: Professional Membership, European Alliance for Innovation
- 2022 - 2023: Professional Membership, ISACA
- 2023: RISCS Affiliate Fellowship, The Research Institute for Sociotechnical Cyber Security (RISCS)
Additional information
Service
Conference Organizing Committee
- EASE: 2026 - Doctoral Symposium Co-chair
- APSEC: 2026 - Early Research Achievements (ERA) Co-chair
- Internetware: 2024 - Publicity Co-chair
Conference Technical Program Committee
Top-tier Conferences (CORE A*/A/CCF-A)
- ICSE (Research Track): 2025, 2026, 2027
- FSE (Research Track): 2023, 2024, 2026, 2027
- WWW (Systems Track): 2024, 2025, 2026
- ASE (Research Track): 2023, 2025, 2026
- ICPC (Research Track): 2022, 2023, 2024, 2026
- SANER (Research Track): 2023
- EASE (Research Track): 2023
- MSR (Research Track): 2023, 2025, 2026
Other Well-know Conferences and Tracks
- FSE (SRC Track): 2023
- SANER (ERA, Tool Demo): 2023, 2024
- CAiSE (Advanced Information Systems Engineering): 2023, 2024
- MSR (Industry Track): 2023
- COMPSAC (Research Track): 2026
- SEKE (Research Track) (Software Engineering & Knowledge Engineering): 2022, 2023, 2024, 2025
- ASE (NIER Track): 2023, 2024, 2025, 2026
- APSEC (Research Track): 2023, 2024, 2025, 2026
- VaMoS (Research Track): 2023, 2024
- MOBILESoft (incl. Industry): 2022, 2023
- MSES: 2022
- FTC: 2022
- ChinaSoft: 2021
Conference Session Chairs
- [ISSTA] The ACM SIGSOFT International Symposium on Software Testing and Analysis, 2025 Session Chair
- [ICSE] IEEE/ACM International Conference on Software Engineering, 2025, Session Chair
- [FSE] ACM International Conference on the Foundations of Software Engineering, 2024, Session Chair
Journal Referee
I am/was an invited reviewer for the following journals:
- IEEE Transactions on Dependable and Secure Computing (TDSC);
- IEEE Transactions on Services Computing (TSC);
- IEEE Transactions on Software Engineering (TSE);
- IEEE Transactions on Biometrics, Behavior and Identity Science;
- Journal of Computer Security;
- Automated Software Engineering (ASE);
- IEEE Transactions on Reliability (TR);
- ACM Transactions on Software Engineering and Methodology (TOSEM);
- IEEE Access;
- IEEE Software;
- Frontier of Computer Science;
- Scientific Programming;
- SN Applied Sciences;
- The Journal of System and Software;
- SCIENCE CHINA Information Sciences
- Empirical Software Engineering
- Frontiers of Information Technology & Electronic Engineering;
- Security and Communication Networks;
- Journal of Information Technology Research; (Ad-hoc Reviewer)
