1 code implementation • 30 Apr 2024 • Yanjun Fu, Ethan Baker, Yizheng Chen
We propose new constrained decoding techniques to generate code that satisfies security and correctness constraints simultaneously.
1 code implementation • 27 Mar 2024 • Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim, Chawin Sitawarin, Xinyun Chen, Basel Alomair, David Wagner, Baishakhi Ray, Yizheng Chen
Evaluating code LMs on PrimeVul reveals that existing benchmarks significantly overestimate the performance of these models.
no code implementations • 16 Oct 2019 • Wenqiang Xu, Yanjun Fu, Yuchen Luo, Chang Liu, Cewu Lu
Fine-grained recognition task deals with sub-category classification problem, which is important for real-world applications.