CV个人简历

Education教育背景

Doctor of Engineering, Nara Institute of Science and Technology, Japan, 2024
Master of Engineering, Nara Institute of Science and Technology, Japan, 2022

工学博士，奈良先端科学技术大学院大学，日本，2024
工学硕士，奈良先端科学技术大学院大学，日本，2022

Work Experience工作经历

2024 - Present: Assistant Professor
- Kyushu University, Japan
- Part of the POSL (Principles of Software engineering and programming Languages) Lab.
2020 - 2024: Research Assistant
- Nara Institute of Science and Technology, Japan

2024 - 至今：助理教授
- 九州大学，日本
- 隶属于 POSL (Principles of Software engineering and programming Languages) Lab。
2020 - 2024：研究助理
- 奈良先端科学技术大学院大学，日本

Publications学术论文

On the Effectiveness of Training Data Optimization for LLM-based Code Generation: An Empirical Study

Published in发表于 ACM Transactions on Software Engineering and Methodology (TOSEM), 2026

Shiqi Kuang, Zhao Tian, Tao Xiao, Dong Wang, Junjie Chen [pdf]

Recovering Revisions of Pull Requests with Altered History

Published in发表于 The 41st IEEE/ACM International Conference on Automated Software Engineering (ASE), 2026

Gengyi Sun, Georges Aaron Randrianaina, Tao Xiao, Yasutaka Kamei, Shane McIntosh [pdf]

How Well Do LLMs Generate Taxonomies in the SE Domain? A Multi-perspective Evaluation Framework

Published in发表于 The 41st IEEE/ACM International Conference on Automated Software Engineering (ASE), 2026

Sota Nakashima, Yuta Ishimoto, Masanari Kondo, Tao Xiao, Yasutaka Kamei [pdf]

ThinkLog: Leveraging Reasoning for Log Statement Generation

Published in发表于 The 26th International Conference on Software Quality, Reliability, and Security (QRS), 2026 (Short Paper)

Kazuki Kusama, Honglin Shu, Masanari Kondo, Tao Xiao, Yasutaka Kamei [pdf]

Exploring the Potential of Program Flowcharts on Code Generation Using Multimodal LLMs

Published in发表于 The 26th International Conference on Software Quality, Reliability, and Security (QRS), 2026

Yuki Toi, Tao Xiao, Kazushi Tomoto, Masanari Kondo, Yasutaka Kamei [pdf]

Cross-Project Flakiness: A Case Study of the OpenStack Ecosystem

Published in发表于 IEEE Transactions on Software Engineering (TSE), 2026

Tao Xiao, Dong Wang, Shane McIntosh, Hideaki Hata, Yasutaka Kamei [pdf]

Self-Admitted GenAI Usage in Open-Source Software

Published in发表于 IEEE Transactions on Software Engineering (TSE), 2026

Tao Xiao, Youmei Fan, Fabio Calefato, Christoph Treude, Raula Gaikovina Kula, Hideaki Hata, Sebastian Baltes [pdf]

AILINKPREVIEWER: Enhancing Code Reviews with LLM-Powered Link Previews

Published in发表于 32nd Asia-Pacific Software Engineering Conference, 2025 (Tool Demonstration)

Panya Trakoolgerntong, Tao Xiao, Masanari Kondo, Chaiyong Ragkhitwetsagul, Morakot Choetkiertikul, Pattaraporn Sangaroonsilp, Yasutaka Kamei [pdf]

How Far Have LLMs Come Toward Automated SATD Taxonomy Construction?

Published in发表于 32nd Asia-Pacific Software Engineering Conference, 2025 (Early Research Achievements)

Sota Nakashima, Yuta Ishimoto, Masanari Kondo, Tao Xiao, Yasutaka Kamei [pdf]

Generative AI for Pull Request Descriptions: Adoption, Impact, and Developer Interventions

Published in发表于 The ACM International Conference on the Foundations of Software Engineering (FSE), 2024

Tao Xiao, Hideaki Hata, Christoph Treude, Kenichi Matsumoto [pdf]

How Trustworthy Is Your Continuous Integration (CI) Accelerator?: A Comparison of the Trustworthiness of CI Acceleration Products

Published in发表于 IEEE Software, 2024

Zhili Zeng, Tao Xiao, Maxime Lamothe, Hideaki Hata, Shane McIntosh [pdf]

A Mutation-Guided Assessment of Acceleration Approaches for Continuous Integration: An Empirical Study of YourBase

Published in发表于 21st IEEE International Conference on Mining Software Repositories (MSR), 2024

Zhili Zeng, Tao Xiao, Maxime Lamothe, Hideaki Hata, Shane McIntosh [pdf]

DevGPT: Studying Developer-ChatGPT Conversations

Published in发表于 21st IEEE International Conference on Mining Software Repositories (MSR), 2024 (Mining Challenge Proposal)

Tao Xiao, Christoph Treude, Hideaki Hata, Kenichi Matsumoto [pdf]

“My GitHub Sponsors profile is live!” Investigating the Impact of Twitter/X Mentions on GitHub Sponsors

Published in发表于 46th International Conference on Software Engineering (ICSE), 2024

Youmei Fan, Tao Xiao, Hideaki Hata, Christoph Treude, Kenichi Matsumoto [pdf]

Quantifying and Characterizing Clones of Self-Admitted Technical Debt in Build Systems

Published in发表于 Empirical Software Engineering (ESE), 2024

Tao Xiao, Zhili Zeng, Dong Wang, Hideaki Hata, Shane McIntosh, Kenichi Matsumoto [pdf]

More than React: Investigating the Role of Emoji Reaction in GitHub Pull Requests

Published in发表于 Empirical Software Engineering (ESE), 2023

Dong Wang, Tao Xiao, Teyon Son, Raula Gaikovina Kula, Takashi Ishio, Yasutaka Kamei, Kenichi Matsumoto [pdf]

18 million links in commit messages: purpose, evolution, and decay

Published in发表于 Empirical Software Engineering (ESE), 2023

Tao Xiao, Sebastian Baltes, Hideaki Hata, Christoph Treude, Raula Gaikovina Kula, Takashi Ishio, Kenichi Matsumoto [pdf]

Understanding the Role of Images on Stack Overflow

Published in发表于 20th IEEE International Conference on Mining Software Repositories (MSR), 2023

Dong Wang, Tao Xiao, Christoph Treude, Raula Gaikovina Kula, Hideaki Hata, Yasutaka Kamei [pdf]

GitHub Sponsors: Exploring a New Way to Contribute to Open Source

Published in发表于 44th International Conference on Software Engineering (ICSE), 2022

Naomichi Shimada, Tao Xiao, Hideaki Hata, Christoph Treude, Kenichi Matsumoto [pdf]

Characterizing and Mitigating Self-Admitted Technical Debt in Build Systems

Published in发表于 IEEE Transactions on Software Engineering (TSE), 2022

Tao Xiao, Dong Wang, Shane McIntosh, Hideaki Hata, Raula Gaikovina Kula, Takashi Ishio, Kenichi Matsumoto [pdf]

More Than React: Investigating The Role of Emoji Reaction in GitHub Pull Requests

Published in发表于 37th International Conference on Software Maintenance and Evolution (ICSME), 2021 (Registered Report)

Teyon Son, Tao Xiao, Dong Wang, Raula Gaikovina Kula, Takashi Ishio, Kenichi Matsumoto [pdf]

Understanding Shared Links and Their Intentions to Meet Information Needs in Modern Code Review: A Case Study of the OpenStack and Qt Projects

Published in发表于 Empirical Software Engineering (ESE), 2021

Dong Wang, Tao Xiao, Patanamon Thongtanunam, Raula Gaikovina Kula, Kenichi Matsumoto [pdf]