Paper 'MINES: Explainable Anomaly Detection through Web API Invariant Inference' accepted to ICSE'26.
Paper 'Learning Project-wise Subsequent Code Edits via Interleaving Neural-based Induction and Tool-based Deduction' accepted to ASE'25.
Co-supervised FYP student Silas Yeo Shuen Yu and Li Siqi won the Outstanding Undergraduate Research Prize in School of Computing, National University of Singapore.
Paper on general CAPTCHA solving agent accepted to USENIX Security'25.
Received the Distinguished Reviewer Award in FSE'25.
Paper on design-to-action agents for GUI testing accepted to ISSTA'25.
Student Chenyan and Yuhuan won 2nd prize Research Prototype Award in ChinaSoft'24 (3 out of 77) with their interactive code editing project.
Paper on log anomaly detection on web application accepted to ASE'24.
Paper on LLM agent for detecting phishing websites accepted to USENIX Security'24.
Paper on decloaking and detecting CAPTCHA-cloaked phishing websites accepted to USENIX Security'24.
Paper on LLM-based code editing and delta debugging accepted to ISSTA'24.
Paper 'On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models' accepted to NeurIPS'23.
Research Experience
Before joining SJTU, worked at National University of Singapore. Currently leads the CoPhi group.
Education
Worked as a Research Assistant Professor at National University of Singapore, supervised by Prof. Dong Jin Song.
Background
Associate Professor and Deputy Head of the Department of Computer Science and Technology, School of Computer Science, Shanghai Jiao Tong University. Research interests include automatic programming, explainable AI, and web misinformation.