no code implementations • 27 May 2024 • Zhoujie Ding, Ken Ziyu Liu, Pura Peetathawatchai, Berivan Isik, Sanmi Koyejo
Low-rank adaptation of large models, particularly LoRA, has gained traction due to its computational efficiency.
1 code implementation • 1 Apr 2023 • Yizheng Chen, Zhoujie Ding, Lamya Alowain, Xinyun Chen, David Wagner
Combining our new dataset with previous datasets, we present an analysis of the challenges and promising research directions of using deep learning for detecting software vulnerabilities.
2 code implementations • 8 Feb 2023 • Yizheng Chen, Zhoujie Ding, David Wagner
We propose a new hierarchical contrastive learning scheme, and a new sample selection technique to continuously train the Android malware classifier.