Jinhao Dong is a fourth-year Ph.D. student supervised by Prof. Dan Hao in Software Engineering Institute, School of Computer Science, Peking University. Currently, he is a visiting scholar in National University of Singapore (NUS) under the supervision Prof. Jun Sun, Prof. Yun Lin, and Prof. Jin Song Dong. He received his B.S degree from School of Computer Science and Technology, Xidian University.

His research goal is achieving automatic and trustworthy software development. More specifically, to develop reliable tools to automate development process, with the guarantees of soundness. His research interests also include code change comprehension, fault localization, and semi-supervised learning.

Currently, he is in job market and please feel free to contact him.

🔥 News

2023.11:🎉🎉 I started my year-long visit at NUS, supervised by Prof. Jun Sun, Prof. Yun Lin, and Prof. Jin Song Dong.
2023.11:🎉🎉 I became the PC member of ASE 2024.
2023.07:🎉🎉One paper is accepted by ASE 2023.
2023.01:🎉🎉One paper is accepted by ICSE 2023.
2021.12:🎉🎉Two papers are accepted by ICSE 2022.
2021.05:🎉🎉One papers is accepted by FSE 2021.
2020.07:🎉🎉One paper is accepted by ASE 2020 NIER track.
2020.07:🎉🎉One paper is accepted by ISSRE 2020.
2019.09:🎉🎉One paper is accepted by NeurIPS 2019.

📖 Educations

2020.09 - 2025.07 (now), Peking University, Ph.D. in Computer Science, supervised by Prof. Dan Hao
2023.11 - 2024.11 (now), National University of Singapore (NUS), Visiting Scholar in Computer Science, supervised by Prof. Jun Sun, Prof. Yun Lin, and Prof. Jin Song Dong
2016.-09 - 2020.07, Xidian University, Bachelor in Software Engineering

📝 Publications

[ASE’23] Merge Conflict Resolution: Classification or Generation? [PDF] [GitHub]

Jinhao Dong, Qihao Zhu, Zeyu Sun, Yiling Lou, and Dan Hao
[ICSE’23] Revisiting Learning-based Commit Message Generation [PDF] [GitHub]

Jinhao Dong, Yiling Lou, Dan Hao, and Lin Tan
[ICSE’22] FIRA: Fine-Grained Graph-Based Code Change Representation for Automated Commit Message Generation [PDF] [GitHub]

Jinhao Dong, Yiling Lou, Qihao Zhu, Zeyu Sun, Zhilin Li, Wenjie Zhang, and Dan Hao
[ICSE’22] Recommending good first issues in github oss projects [PDF] [GitHub]

Wenxin Xiao, Hao He, Weiwei Xu, Xin Tan, Jinhao Dong, and Minghui Zhou
[SCIS] What can we learn from quality assurance badges in open-source software? [PDF] [GitHub]

Feng Li, Yiling Lou, Xin Tan, Zhenpeng Chen, Jinhao Dong, Yang Li, Xuanzhi Wang, Dan Hao, and Lu Zhang
[ESEC/FSE’21] Boosting Coverage-Based Fault Localization via Graph-Based Representation Learning [PDF] [GitHub]

Yiling Lou, Qihao Zhu, Jinhao Dong, Xia Li, Zeyu Sun, Dan Hao, Lu Zhang, and Lingming Zhang
[ASE’20 NIER track] SRRTA: regression testing acceleration via state reuse [PDF] [GitHub]

Jinhao Dong, Yiling Lou, and Dan Hao
[ISSRE’20] Cost-effective testing of a deep learning model through input reduction [PDF] [GitHub]

Jianyi Zhou, Feng Li, Jinhao Dong, Hongyu Zhang and Dan Hao
[NeurIPS’19] Margingan: Adversarial training in semi-supervised learning [PDF] [GitHub]

Jinhao Dong, Tong Lin

🎖 Honors and Awards

2023.12: Exceptional Award for Academic Innovation, Peking University
2022.12: Merit Student, Peking University
2022.12: Ubiquant Scholarship, Peking University
2021.12: Exceptional Award for Academic Innovation, Peking University
2021.12: Sanda Fighting Match, Bronze Medal, Peking University
2021.09: President Scholarship, Peking University
2020.09: President Scholarship, Peking University
2020.06: Outstanding Graduate, Xidian University
2019.11: President Fellowship, Xidian University
2018.10: International Collegiate Programming Contest (ICPC), Bronze Medal
2018.04: Mathematical Contest in Modeling (MCM), Meritorious Winner

💬 Invited Talks

2023.12: Excellent Doctor Symposium of CCF ChinaSoft, Shanghai, China

💻 Services

Program Committee Member

2024: ASE Research Track
2024: NeurIPS Main Conference
2023: PRDC Fast Abstract Committee

Reviewer

2024: Formal Aspects of Computing (FAC)
2024: Science China Information Sciences (SCIS)

🥊Hobbies

Sanda and Mantis Boxing
Hiking