杜雅莉 Yali Du Ph.D. student, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Supervisor: Professor Ming Li Email: duyl@lamda.nju.edu.cn Laboratory: Computer Science Building, Xianlin Campus of Nanjing University

Biography

I am a second year Ph.D. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, which is led by professor Zhi-Hua Zhou.

I received my B.Eng. degree from School of Computer Science and Technology of Shandong University. In September 2022, I was admitted to study for a M.Sc. degree without entrance examination. From September 2024, I started my Ph.D. degree under the supervision of professor Ming Li.

Research Interests

My research interests include Machine Learning and Data Mining.

Publications

• Post-Incorporating Code Structural Knowledge into LLMs via In-Context Learning for Code Translation.

  Yali Du*, Hui Sun*, Ming Li.

  Accepted by Transactions on Software Engineering, IEEE, 2025, Regular Paper.




• Capturing the context-aware code change via dynamic control flow graph for commit message generation. [paper] [bibtex]

  Yali Du, Ying Li, Yi-Fan Ma, Ming Li.

  Machine Learning Vol. 114, 94, 2025.




• A Joint Learning Model with Variational Interaction for Multilingual Program Translation. [paper] [code] [bibtex]

  Yali Du, Hui Sun, Ming Li.

  In: Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024), Sacramento, CA, USA, 2024.




• Beyond Lexical Consistency: Preserving Semantic Consistency for Program Translation. [paper] [code] [bibtex]

  Yali Du, Yi-Fan Ma, Zheng Xie, Ming Li.

  In: Proceedings of the 23rd IEEE International Conference on Data Mining (ICDM 2023), Shanghai, China, 2023.




• Capturing the long-distance dependency in the control flow graph via structural-guided attention for bug localization. [paper] [bibtex]

  Yi-Fan Ma, Yali Du, Ming Li.

  In: Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, SAR, China, 2023.




• Pre-training code representation with semantic flow graph for effective bug localization. [paper] [code] [bibtex]

  Yali Du, Zhongxing Yu.

  In: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2023), San Francisco, CA, USA, 2023.




• Multi-queue Momentum Contrast for Microvideo-Product Retrieval. [paper] [code] [bibtex]

  Yali Du, Yinwei Wei, Wei Ji, Fan Liu, Xin Luo, Liqiang Nie.

  In: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining (WSDM 2023), Singapore, 2023.

Awards & Honors

• 江苏省研究生科研创新计划（2024年5月-2025年5月）

• 第二届全国大学生职业规划大赛·银奖（2025年）

• 江苏省第十九届大学生职业规划大赛·金奖（2025年）

• 华为奖学金（2024年）

• 南京大学优秀研究生干部（2024年）

• LAMDA英才奖、LAMDA贡献奖（2024年）

• 小米奖学金特等奖（2023年）

• 南京大学优秀研究生标兵（2023年）

• 省/校优秀毕业生，优秀毕业论文（2022年）

• 国家奖学金（2021年）

• 山东大学三好学生（2021年）

• 山东大学计算机学院院长奖学金（2020年）

• 全国大学生数学建模竞赛全国一等奖（2019年）

Correspondence

Email

duyl@lamda.nju.edu.cn

Mail Address

Yali Du
National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603,
163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 南京大学仙林校区603信箱, 软件新技术国家重点实验室, 210023.)