Yali Du (杜雅莉)

Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation.

Yali Du*, Hui Sun*, Ming Li.

IEEE Transactions on Software Engineering (TSE), 51(11): 3038-3055, 2025, Regular Paper.

This work has been selected for presentation at the ACM International Conference on the Foundations of Software Engineering (FSE), 2026 through the Journal First Track, which invites recently published high-quality journal articles to be presented at the conference.

Capturing the context-aware code change via dynamic control flow graph for commit message generation.

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.

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.

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.

Pre-training code representation with semantic flow graph for effective bug localization.

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.

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.

Random Selection Reveals Implicit Knowledge Consensus in Code Generation

Ren-Biao Liu, Xin-Ye Li, Hui Sun, Yali Du, Jiang-Tian Xue, Ming Li.

In: Proceedings of the Forty-third International Conference on Machine Learning (ICML 2026), Seoul, South Korea, 2026.

On the Lexical Superstition of Large Language Models for Code Comprehension: Re-evaluation on Code of Low Lexical Quality

Xin Shen, Sanzhuo Xi, Yali Du, Ming Li.

ACM Transactions on Software Engineering Methodology (TOSEM), accepted for publication, 2026.

Capturing the long-distance dependency in the control flow graph via structural-guided attention for bug localization.

Yi-Fan Ma, Yali Du, Ming Li.

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