| Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness Y Xu, Y Sun, M Goldblum, T Goldstein, F Huang International Conference on Learning Representations (ICLR), 2023 | 11 | 2023 |
| Mementos: A comprehensive benchmark for multimodal large language model reasoning over image sequences X Wang, Y Zhou, X Liu, H Lu, Y Xu, F He, J Yoon, T Lu, G Bertasius, ... Association for Computational Linguistics (ACL), 2024 | 10 | 2024 |
| Multi-task adversarial attack P Guo, Y Xu, B Lin, Y Zhang arXiv preprint arXiv:2011.09824, 2020 | 5 | 2020 |
| FREEtree: a tree-based approach for high dimensional longitudinal data with correlated features Y Xu, A Zafirov, RM Alvarez, D Kojis, M Tan, CM Ramirez arXiv preprint arXiv:2006.09693, 2020 | 3 | 2020 |
| Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models Y Xu, J Yao, M Shu, Y Sun, Z Wu, N Yu, T Goldstein, F Huang arXiv preprint arXiv:2402.06659, 2024 | 2 | 2024 |
| Benchmarking the Robustness of Image Watermarks B An, M Ding, T Rabbani, A Agrawal, Y Xu, C Deng, S Zhu, A Mohamed, ... International Conference on Machine Learning (ICML), 2024 | 2 | 2024 |
| Equal Long-term Benefit Rate: Adapting Static Fairness Notions to Sequential Decision Making Y Xu, C Deng, Y Sun, R Zheng, X Wang, J Zhao, F Huang AdvML-Frontiers workshop at ICML 2023, 2023 | 2 | 2023 |
| C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder X Liu, J Yuan, B An, Y Xu, Y Yang, F Huang Thirty-seventh Conference on Neural Information Processing Systems (Neurips), 2023 | 1 | 2023 |
| SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation M Ding, B An, Y Xu, A Satheesh, F Huang The Twelfth International Conference on Learning Representations (ICLR), 2024 | | 2024 |
Furong HuangAssistant Professor of Computer Science, University of MarylandVerified email at umd.edu
