Publications

Yifan Zhang, Jiliang Li, Kexin Pei, Yu Huang, Kevin Leach (2025). VulRAG: Code Vulnerability Repair by Retrieval-Augmented Generation. Under review by the 47th IEEE/ACM International Conference on Software Engineering (ICSE), 2025.

Jiliang Li, Yifan Zhang, Yu Huang, Kevin Leach (2025). MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning. Under review by the Network and Distributed System Security (NDSS) Symposium, 2025.

Zihan Fang, Jiliang Li, Anda Liang, Gina R. Bai, Yu Huang (2025). A Comparative Study on ChatGPT and Checklist as Support Tools for Unit Testing Education. Under review by the Technical Symposium on Computer Science Education (SIGCSE TS), 2025.

Yifan Zhang, Jiliang Li, Zachary Karas, Aakash Bansal, Toby Jia-Jun Li, Collin McMillan, Kevin Leach, Yu Huang (2024). EyeTrans: Merging Human and Machine Attention for Neural Code Summarization. In Proceedings of the ACM International Conference on the Foundations of Software Engineering (FSE), 2024.

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Jiliang Li, Yifan Zhang, Zachary Karas, Collin McMillan, Kevin Leach, Yu Huang (2024). Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization. In Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension (ICPC), 2024.

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