2 papers
cs.SE2026
AOCI: Symbolic-Semantic Indexing for Practical Repository-Scale Code Understanding with LLMs
Jinshi Liu, Hanying Zuo, Congyin Cao +3
Large language models struggle with understanding codebases beyond a certain scale -- repositories with hundreds of thousands of lines of code. Existing methods -- retrieval, summa…
cs.CL2025
DARWIN 1.5: Large Language Models as Materials Science Adapted Learners
Tong Xie, Yuwei Wan, Yixuan Liu +8
Materials discovery and design aim to find compositions and structures with desirable properties over highly complex and diverse physical spaces. Traditional solutions, such as hig…