Xiaohui Wan is currently a research assistant at the Suzhou Institute of Aerospace Information. The Suzhou Institute of Aerospace Information is a branch of the Aerospace Information Research Institute of the Chinese Academy of Sciences located at 158 Dushu Lake Avenue, Suzhou Industrial Park, Suzhou. His research focuses on the intersection of artificial intelligence (AI) and software engineering (SE), encompassing AI techniques for SE and software quality assurance (SQA) techniques for AI software. In recent years, he has published some papers in ACM Transactions on Software Engineering and Methodology (TOSEM), IEEE Transactions on Reliability (TRel), IEEE Transactions on Emerging Topics in Computing (TETC), Journal of Systems and Software (JSS), Software Quality Journal (SQJ), and International Symposium on Software Reliability Engineering. His publications involve machine learning-based software defect prediction approaches, as well as testing and fault tolerance approaches for AI software.
📝 Publications
Representative papers published in the last five years
2024Adjusted Trust Score: A Novel Approach for Estimating the Trustworthiness of Defect Prediction Models, Xiaohui Wan, Zheng Zheng, Fangyun Qin, Xuhui Lu, Kun Qiu.2024Data Complexity: A New Perspective for Analyzing the Difficulty of Defect Prediction Tasks, Xiaohui Wan, Zheng Zheng, Fangyun Qin, Xuhui Lu.2024Coverage-Guided Fuzzing for Deep Reinforcement Learning Systems, Xiaohui Wan, Tiancheng Li, Weibin Lin, Yi Cai, Zheng Zheng.2022SPE$^{2}$: Self-Paced Ensemble of Ensembles for Software Defect Prediction, Xiaohui Wan, Zheng Zheng, Yang Liu.2019Supervised representation learning approach for cross-project aging-related bug prediction, Xiaohui Wan, Zheng Zheng, Fangyun Qin, Yu Qiao, Kishor S. Trivedi.
🎖 Honors and Awards
- Excellent academic paper and academic scholarship, Beihang University.
- Outstanding graduate of Beihang University.
📖 Educations
- 2019.09 - 2024.06, Graduated with doctorate degree from Beihang University, Beijing, China.
- 2017.09 - 2019.06, Studied for master degree at Beihang University, Beijing, China.
- 2012.09 - 2016.06, Graduated with bachelor degree from Jiangsu University, Zhenjiang, China.
💬 Invited Talks
- 2019.10, Supervised representation learning approach for cross-project Aging-Related Bug prediction, at the 30th ISSRE conference, Berlin, Germany.
💻 Academic Services
- Reviewer of Conferences: International Symposium on Software Reliability Engineering (ISSRE), International Conference on Software Quality, Reliability and Security (QRS), Asia-Pacific Symposium on Internetware (Internetware), International Workshop on Dependable Intelligent Systems (DeIS), etc.
- Reviewer of Journals: IEEE Transactions on Reliability (TRel), Applied Soft Computing (ASC), Knowledge-Based Systems (KBS), etc.