ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2026)
ACM SIGSOFT Distinguished Paper Award. A large-scale replication of the relationships among coverage, mutation score, test-suite size, and real-bug detection, using more than 100,000 test cases generated by 11 LLMs.
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2026)
Buggy code steers LLMs toward tests that confirm the bug instead of exposing it. We quantify this misguidance effect across 11 LLMs on Defects4J and mitigate it with specification-based test generation.
Journal of Systems and Software, 2025
A parameter-efficient method that lets pre-trained language models of code generate diverse yet accurate sets of code summaries, by integrating a conditional variational autoencoder as a modular prefix component.
Engineering Applications of Artificial Intelligence, 2024
Transformer models that detect user intents in emails, using user actions as weak supervision, and predict the next activities in knowledge-intensive business processes.
IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON 2019)
A multi-view k-means clustering algorithm based on fuzzy belonging.
SPLASH/ISSTA 2026 Doctoral Symposium
Doctoral symposium paper describing my dissertation research.