About Me
Zeyu Sun (孙泽宇)
Assistant Researcher
Zhongguancun Laboratory
Zeyu Sun received his Ph.D. in Computer Science from Peking University, advised by Prof. Lu Zhang and Prof. Yingfei Xiong in 2022.
Email: szy_ AT pku DOT edu DOT cn
Research Interests
Software Testing; Code Generation; Code Representation; Deep Learning Testing
Publications
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[ICSE'23] Tare: Type-Aware Neural Program Repair
Qihao Zhu, Zeyu Sun, Wenjie Zhang, Yingfei Xiong, Lu Zhang -
[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
Reviewer/PC
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2023: ICML, TOSEM, NeurIPS, ASE, TSE, 软件学报
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2022: TOSEM, NeurIPS, TSE, Chinasoft
External Reviewer
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2020: ICSE, Journal of Software, AAAI
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2019: ICSE, ASE, ISSTA, NeurIPS
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2018: FASE, ASE, APSEC
Teaching & Invited Talks
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2020, Automatic Testing and Improvement of Machine Translation, AI Time, Beijing, China
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2019, Code Generation, AI Time, Beijing, China
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2018, Spring, Teaching Assistant of "Design Principles of Programming Languages" @ PKU, Beijing, China
Last Modified: 2022/04/21