2 papers
cs.SE2025
CodeReasoner: Enhancing the Code Reasoning Ability with Reinforcement Learning
Lingxiao Tang, He Ye, Zhongxin Liu +2
Code reasoning is a fundamental capability for large language models (LLMs) in the code domain. It involves understanding and predicting a program's execution behavior, such as det…
cs.CR2024
Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models
Aidan Z. H. Yang, Haoye Tian, He Ye +2
Software security vulnerabilities allow attackers to perform malicious activities to disrupt software operations. Recent Transformer-based language models have significantly advanc…