Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
SemRep: Generative Code Representation Learning with Code Transformations
Weichen Li, Jiamin Song, Bogdan Alexandru Stoica +4
Code transformation is a foundational capability in the software development process, where its effectiveness relies on constructing a high-quality code representation to character…
cs.LG2024
Exploiting Code Symmetries for Learning Program Semantics
Kexin Pei, Weichen Li, Qirui Jin +5
This paper tackles the challenge of teaching code semantics to Large Language Models (LLMs) for program analysis by incorporating code symmetries into the model architecture. We in…