PhD Student
Contact Information
- Email Address: jingyang.zhang@duke.edu
- Websites:
Education
- B.E. in Electronic Engineering, Tsinghua University
Research Interests
adversarial attacks & defenses, out-of-distribution detection, multi-modal LLMs
Representative Publications
Zhang, Jingyang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun et al. "Openood v1. 5: Enhanced benchmark for out-of-distribution detection." arXiv preprint arXiv:2306.09301 (2023). [link]
Yang, Huanrui, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, and Hai Li. "Dverge: diversifying vulnerabilities for enhanced robust generation of ensembles." Advances in Neural Information Processing Systems 33 (2020): 5505-5515. [link]
Zhang, Jingyang, Jingwei Sun, Eric Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, and Hai Li. "Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models." arXiv preprint arXiv:2404.02936 (2024). [link]