About Me

Zeyu Sun (孙泽宇)

Assistant Researcher

Institute of Software, Chinese Academy of Sciences


Zeyu Sun received his Ph.D. in Computer Science from Peking University, advised by Prof. Lu Zhang and Prof. Yingfei Xiong in 2022.

Email: zeyu DOT zys AT gmail DOT com

Research Interests

Software Testing; Code Generation; Code Representation; Deep Learning Testing

2025年入学尚有硕士/博士名额,欢迎与我联系。

Publications

  • [ICSE'25] Gpass: a Goal-adaptive Neural Theorem Prover based on Coq for Automated Formal Verification
    Yizhou Chen, Zeyu Sun, Guoqing Wang, Dan Hao

  • [ASE'25] Spotting Code Mutation for Predictive Mutation Testing
    Yifan Zhao, Yizhou Chen, Zeyu Sun, Qingyuan Liang, Guoqing Wang, Dan Hao

  • [TOSEM'24] Is It Hard to Generate Holistic Commit Message?
    Guoqing Wang, Zeyu Sun*, Jinhao Dong, Yuxia Zhang, Mingxuan Zhu, Qingyuan Liang, Dan Hao

  • [ISSTA'24] Commit Artifact Preserving Build Prediction
    Guoqing Wang, Zeyu Sun*, Yizhou Chen, Yifan Zhao, Qingyuan Liang, Dan Hao
    [PDF]

  • [TOSEM'24] Fairness Testing of Machine Translation Systems
    Zeyu Sun, Zhenpeng Chen, Jie Zhang, Dan Hao
    [PDF]

  • [SANER'24] COLARE: Commit Classification via Fine-grained Context-aware Representation of Code Changes
    Qunhong Zeng, Yuxia Zhang, Zeyu Sun, Yujie Guo, Hui Liu

  • [ISSTA'24] A Large-scale Empirical Study on Improving the Fairness of Image Classification Models
    Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen
    [PDF]

  • [ICSE'24] Improving Smart Contract Security with Contrastive Learning-based Vulnerability Detection
    YiZhou Chen, Zeyu Sun*, Zhihao Gong, Dan Hao
    [PDF]

  • [ICSE'24] GrammarT5: Grammar-Integrated Pretrained Encoder-Decoder Neural Model for Code
    Qihao Zhu, Qingyuan Liang, Zeyu Sun, Yingfei Xiong, Lu Zhang, Shengyu Cheng
    [PDF]

  • [计算机学报'23] 基于同位替换的深度程序生成模型测试及修复方法
    孙泽宇, 张洁, 熊英飞, 郝丹, 张路
    [PDF]

  • [IST'23] Improving domain-specific neural code generation with few-shot meta-learning
    Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li

  • [ASE'23] Merge Conflict Resolution: Classification or Generation?
    Jinhao Dong, Qihao Zhu, Zeyu Sun, Yiling Lou, Dan Hao

  • [ICSE'23] Tare: Type-Aware Neural Program Repair
    Qihao Zhu, Zeyu Sun, Wenjie Zhang, Yingfei Xiong, Lu Zhang
    [PDF]

  • [ESORICS'22] Kallima: A Clean-label Framework for Textual Backdoor Attacks
    Xiaoyi Chen, Yinpeng Dong, Zeyu Sun, Shengfang Zhai, Qingni Shen, Zhonghai Wu
    [PDF]

  • [IJCAI-ECAI'22] Lyra: A Benchmark for Turducken-Style Code Generation
    Qingyuan Liang, Zeyu Sun, Qihao Zhu, Wenjie Zhang, Lian Yu, Yingfei Xiong, Lu Zhang
    [PDF] [Dataset]

  • [IJCAI-ECAI'22] Grape: Grammar Preserving Rule Embedding
    Qihao Zhu, Zeyu Sun, Wenjie Zhang, Yingfei Xiong, Lu Zhang
    [PDF] [Code]

  • [Sci Sin Inform'22] A Survey of Deep Learning based Text-to-SQL Generation (in chinese)
    Qingyuan Liang, Qihao Zhu, Zeyu Sun, Lu Zhang, Wenjie Zhang, Yingfei Xiong, Guangtai Liang, Lian Yu
    [PDF]

  • [软件学报'22] 一种结构信息增强的代码修改自动转换方法
    曹英魁, 孙泽宇, 邹艳珍, 谢冰
    [PDF]

  • [ICSE'22] Improving Machine Translation Systems via Isotopic Replacement
    Zeyu Sun, Jie M. Zhang, Yingfei Xiong, Mark Harman, Mike Papadakis, Lu Zhang
    [PDF] [Code]

  • [ICSE'22] FIRA: Fine-Grained Graph-Based Code Change Representation for Automated Commit Message Generation
    Jinhao Dong, Yiling Lou, Qihao Zhu, Zeyu Sun, Zhilin Li, Wenjie Zhang, Dan Hao
    [PDF] [Code]

  • [AAAI'22] Generalized Equivariance and Preferential Labeling for GNN Node Classification
    Zeyu Sun, Wenjie Zhang, Lili Mou, Qihao Zhu, Yingfei Xiong, Lu Zhang
    [PDF] [Code]

  • [JSS'21] SeCNN: A Semantic CNN Parser for Code Comment Generation
    Zheng Li, Yonghao Wu, Bin Peng, Xiang Chen, Zeyu Sun, Yong Liu, Deli Yu
    [PDF] [Code]

  • [ESEC/FSE'21] Boosting Coverage-Based Fault Localization via Graph-Based Representation Learning
    Yiling Lou, Qihao Zhu, Jinhao Dong, Xia Li, Zeyu Sun, Dan Hao, Lu Zhang, Lingming Zhang
    [PDF] [Code]

  • [ESEC/FSE'21] A Syntax-Guided Edit Decoder for Neural Program Repair
    Qihao Zhu, Zeyu Sun, Yuan-an Xiao, Wenjie Zhang, Kang Yuan, Yingfei Xiong, Lu Zhang
    [PDF] [Code] ACM SIGSOFT Distinguished Paper Award Nominee

  • [ASE'20] OCoR: An Overlapping-Aware Code Retriever
    Qihao Zhu, Zeyu Sun, Xiran Liang, Yingfei Xiong, Lu Zhang
    [PDF] [Code]

  • [ESEC/FSE'20] A First Look at Good First Issues on GitHub
    Xin Tan, Minghui Zhou, Zeyu Sun
    [PDF] [Code]

  • [IJCAI-PRICAI'20] NLocalSAT: Boosting Local Search with Solution Prediction
    Wenjie Zhang, Zeyu Sun, Qihao Zhu, Ge Li, Shaowei Cai, Yingfei Xiong, Lu Zhang
    [PDF] [Code]

  • [ICSE'20] Automatic Testing and Improvement of Machine Translation
    Zeyu Sun, Jie M. Zhang, Mark Harman, Mike Papadakis, Lu Zhang
    [PDF] [Data]

  • [AAAI'20] TreeGen: A Tree-Based Transformer Architecture for Code Generation
    Zeyu Sun, Qihao Zhu, Yingfei Xiong, Yican Sun, Lili Mou, Lu Zhang
    [PDF] [Code] (Oral)

  • [AAAI'19] A Grammar-Based Structural CNN Decoder for Code Generation
    Zeyu Sun, Qihao Zhu, Lili Mou, Yingfei Xiong, Ge Li, Lu Zhang
    [PDF] [Code]

Academic Services

Organizer

Session Chair

  • 2024: ISSTA

  • 2023: SANER

Reviewer/PC

  • 2025: AAAI, ICLR, AISTATS

  • 2024: ISSTA, ICML, TOSEM, ASE, TSE, JASE, ICLR, NeurIPS, TIFS, Chinasoft

  • 2023: ICML, TOSEM, NeurIPS, ICLR, ASE, TSE, JASE, 软件学报

  • 2022: TOSEM, NeurIPS, TSE, Chinasoft

External Reviewer

  • 2020: ICSE, Journal of Software, AAAI

  • 2019: ICSE, ASE, ISSTA, NeurIPS

  • 2018: FASE, ASE, APSEC

Teaching & Invited Talks

  • 2020, Automatic Testing and Improvement of Machine Translation, AI Time, Beijing, China

  • 2019, Code Generation, AI Time, Beijing, China

  • 2018, Spring, Teaching Assistant of "Design Principles of Programming Languages" @ PKU, Beijing, China


Last Modified: 2024/4/2

Resume

Education

2019 - 2022

Ph.D., Computer Science

Peking University

2017 - 2019

Master, Computer Science

Peking University

2013 - 2017

Bachelor, Computer Science

Beijing University of Chemical Technology

Experience

2024 - Now
2022 - 2024

Assistant Researcher

Zhongguancun Laboratory

2022 - 2022

Internship

Huawei

Honors & Awards

  • 2022, Outstanding Graduate of Peking University

  • 2020, Exceptional Award for Academic Innovation, Peking University

  • 2020, National Scholarship, Chinese Ministry of Education

  • 2020, Merit Student, Peking University

  • 2020, President Scholarship, Peking University

  • 2019, Merit Student, Peking University

  • 2017, Outstanding Graduates, Beijing University of Chemical Technology

  • 2014, Bronze Medal, ACM-ICPC Asia Regional Contest, Shanghai