Recent Research Projects:
-- /* Software Text Analytics*/ (20+ peer-reviewed papers)
-- LLMs for code (source, binary, web, and LaTeX code)
[Collu-Bench]
[RepoCod-ACL25]
[WAFFLE-ACL25]
[SELP-ICRA25]
(Best Paper Award Finalist)
[Nova-ICLR25]
[LATTE-AAAI25]
[GenNm-NDSS25]
[ReSym-CCS24]
(ACM Distinguished Paper Award)
[VulFix-ISSTA23]
[CLM-ICSE23]
[KNOD-ICSE23]
[CURE-ICSE21]
[CoCoNuT-ISSTA20]
-- Binary analysis and recovery
[Nova-ICLR25]
[GenNm-NDSS25]
[ReSym-CCS24]
(ACM Distinguished Paper Award)
-- LLMs for robotics navigation and constrained decoding
[SELP-ICRA25]
(Best Paper Award Finalist)
-- Automated program repair and vulnerability fixing
[Collu-Bench]
[iFix-OOPSLA25]
[VulFix-ISSTA23]
[CLM-ICSE23]
[KNOD-ICSE23]
[CURE-ICSE21]
[CoCoNuT-ISSTA20]
[Opad-FSE17]
[R2Fix-ICST13]
-- Testing deep learning systems
[D3-ICSE25/TSE]
[CEDAR-SANER24]
[DocTer-ISSTA22]
[EAGLE-ICSE22]
[Fairness-NeurIPS21]
[GRIST-FSE21]
[DEVIATE-ASE21]
[Variance-ASE20]
[CRADLE-ICSE19]
(ACM Distinguished Paper Award)
-- Dependable distributed systems
[ViciousCycles-ASE23]
-- Model extraction and security
[DisGUIDE-AAAI23]
(Oral)
-- Defect prediction and AI-enhanced bug detection
[Deep-learning-TSE20]
[Heterogeneous-TSE18]
[Deep-learning-ICSE16]
[Online-learning-ICSE15]
[Personalized-ASE13]
-- (Check the publication list for all papers.)