3 papers
cs.SE2026
Kozuchi Agent: A Language-Agnostic Open-Weight Agent for Software Repair
Mehdi Bahrami, Kosaku Kimura, Satoshi Munakata +24
Industrial software-engineering teams increasingly need LLM agents that turn bug reports into correct patches, yet benchmark-scale operation adds long horizons, tool-use discipline…
cs.SE2026
A Study on the Impact of Fault localization Granularity for Repository-Scale Code Repair Tasks
Joseph Townsend, Chandresh Pravin, Kwun Ho Ngan +1
Automatic program repair can be a challenging task, especially when resolving complex issues at a repository-level, which often involves issue reproduction, fault localization, cod…
cs.CV2025
Contrastive vision-language learning with paraphrasing and negation
Kwun Ho Ngan, Saman Sadeghi Afgeh, Joe Townsend +1
Contrastive vision-language models continue to be the dominant approach for image-text retrieval. Contrastive Language-Image Pre-training (CLIP) trains two neural networks to align…