Publications

2025

• [FSE’25] Smaller but Better: Self-­Paced Knowledge Distillation for Lightweight yet Effective LCMs
  Yujia Chen, Yang Ye, Zhongqi Li, Yuchi Ma, Cuiyun Gao*. The ACM International Conference on the Founda­tions of Software Engineering (FSE 2025, CCF-­A)

• [FSE-Industry’25] Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware
  Yujia Chen, Mingyu Chen, Cuiyun Gao*, Zhihan Jiang, Zhongqi Li, Yuchi Ma. The ACM International Conference on the Founda­tions of Software Engineering (FSE 2025, CCF-­A), Industry Track.

• [FSE-SRC’25] AutoReview: An LLM-based Multi-Agent System for Security Issue-Oriented Code Review
  Yujia Chen. The ACM International Conference on the Founda­tions of Software Engineering (FSE 2025, CCF-­A), Student Research Competition Track.

2024

• [ISSTA’24] Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code
  Yujia Chen, Cuiyun Gao*, Zezhou Yang, Hongyu Zhang, Qing Liao. The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024, CCF-A)

• [ICSE-Inch’24] ReposVul: A Repository-Level High-Quality Vulnerability Dataset
  Xinchen Wang, Ruida Hu, Cuiyun Gao*, Xin-Cheng Wen, Yujia Chen, Qing Liao. The International Conference on Software Engineering (ICSE 2024, CCF-A), Industry Challenge Track.

• [SANER’24] APIGen: Generative API Method Recommendation
  Yujia Chen, Cuiyun Gao*, Muyijie Zhu, Qing Liao, Yong Wang, Guoai Xu. The IEEE International Conference on Software Analysis, Evolution and Reengineering (SNAER 2024, CCF-B)

2023

• [TSE'23] API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning
  Yujia Chen, Cuiyun Gao*, Xiaoxue Ren, Yun Peng, Xin Xia, and Michael R. Lyu. The IEEE Transactions on Software Engineering (TSE 2023, CCF-A)