3 papers
cs.SE2025
CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation
Guang Yang, Yu Zhou, Xiang Chen +5
Trustworthy evaluation methods for code snippets play a crucial role in neural code generation. Traditional methods, which either rely on reference solutions or require executable…
cs.SE2024
SimADFuzz: Simulation-Feedback Fuzz Testing for Autonomous Driving Systems
Huiwen Yang, Yu Zhou, Taolue Chen
Autonomous driving systems (ADS) have achieved remarkable progress in recent years. However, ensuring their safety and reliability remains a critical challenge due to the complexit…
cs.SE2024
Anchor Attention, Small Cache: Code Generation with Large Language Models
Xiangyu Zhang, Yu Zhou, Guang Yang +2
The development of large language models (LLMs) has revolutionized automated code generation. However, their high demand of computation resources has hindered a broader deployment…