Quang H Nguyen

Quang.jpg

Hi! I am Quang Nguyen (my full name is Nguyen Hung Quang). I am a research assistant at MAIL Research lab at VinUniversity under the supervision of Prof. Khoa Doan. I took my CS bachelor in VNU Hanoi. I am interested in understanding the behavior of generative models and developing robust and trustworthy AI.

news

2025-01 Our paper on improving clean-label backdoor attacks in constrained threat models is accepted at ICLR 2025.
2024-05 Our paper applying randomized defense to NLP models is accepted at ACL Findings 2024.
2024-01 Our paper analyzing randomized defense for black-box attacks is accepted at ICLR 2024.

selected publications

  1. Preprint
    Unveiling Concept Attribution in Diffusion Models
    Quang H Nguyen, Hoang Phan, and Khoa D Doan
    2024
  2. ICLR
    Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
    Quang H Nguyen, Nguyen Ngoc-Hieu, The-Anh Ta, and 4 more authors
    In International Conference on Learning Representations, 2024
  3. ACL Findings
    Fooling the Textual Fooler via Randomizing Latent Representations
    Duy C Hoang, Quang H Nguyen, Saurav Manchanda, and 3 more authors
    In Findings of the Association for Computational Linguistics: ACL 2024, 2024
  4. ICLR
    Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
    Quang H Nguyen, Yingjie Lao, Tung Pham, and 2 more authors
    In The Twelfth International Conference on Learning Representations, 2024