3 citations · 3 across the 6 of their papers we have counts for
3 papers · 1 filter
VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning
Cuong Chi Le, Hoang-Chau Truong-Vinh, Huy Nhat Phan +3
Predicting program behavior and reasoning about code execution remain significant challenges in software engineering, particularly for large language models (LLMs) designed for cod…
CodeFlow: Program Behavior Prediction with Dynamic Dependencies Learning
Cuong Chi Le, Hoang Nhat Phan, Huy Nhat Phan +2
Predicting program behavior without execution is a critical task in software engineering. Existing models often fall short in capturing the dynamic dependencies among program eleme…
RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion
Huy N. Phan, Hoang N. Phan, Tien N. Nguyen +1
Code Large Language Models (CodeLLMs) have demonstrated impressive proficiency in code completion tasks. However, they often fall short of fully understanding the extensive context…