| 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 | 113 | 2024 |
| Benchmarking the robustness of image watermarks B An, M Ding, T Rabbani, A Agrawal, Y Xu, C Deng, S Zhu, A Mohamed, ... The Forty-first International Conference on Machine Learning (ICML), 2024 | 77* | 2024 |
| 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 | 63 | 2023 |
| 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 Thirty-Eighth Conference on Neural Information Processing Systems (Neurips …, 2024 | 55 | 2024 |
| Go-with-the-flow: Motion-controllable video diffusion models using real-time warped noise R Burgert, Y Xu, W Xian, O Pilarski, P Clausen, M He, L Ma, Y Deng, L Li, ... The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2025 | 50* | 2025 |
| Automatic pseudo-harmful prompt generation for evaluating false refusals in large language models B An, S Zhu, R Zhang, MA Panaitescu-Liess, Y Xu, F Huang First Conference on Language Modeling (COLM), 2024 | 39 | 2024 |
| GenARM: Reward guided generation with autoregressive reward model for test-time alignment Y Xu, UM Sehwag, A Koppel, S Zhu, B An, F Huang, S Ganesh The Thirteenth International Conference on Learning Representations (ICLR), 2025 | 38* | 2025 |
| Can watermarking large language models prevent copyrighted text generation and hide training data? MA Panaitescu-Liess, Z Che, B An, Y Xu, P Pathmanathan, S Chakraborty, ... Proceedings of the AAAI Conference on Artificial Intelligence 39 (23), 25002 …, 2025 | 23* | 2025 |
| Scaling inference-time search with vision value model for improved visual comprehension X Wang, Z Yang, L Li, H Lu, Y Xu, CC Lin, K Lin, F Huang, L Wang International Conference on Computer Vision (ICCV), 2025 | 22 | 2025 |
| Multi-task adversarial attack P Guo, Y Xu, B Lin, Y Zhang arXiv preprint arXiv:2011.09824, 2020 | 14 | 2020 |
| Adapting static fairness to sequential decision-making: Bias mitigation strategies towards equal long-term benefit rate Y Xu, C Deng, Y Sun, R Zheng, X Wang, J Zhao, F Huang The Forty-first International Conference on Machine Learning (ICML), 2024 | 13* | 2024 |
| Calibrated dataset condensation for faster hyperparameter search M Ding, Y Xu, T Rabbani, X Liu, B Gravelle, T Ranadive, TC Tuan, ... arXiv preprint arXiv:2405.17535, 2024 | 12* | 2024 |
| 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 | 11* | 2023 |
| Parm: Multi-objective test-time alignment via preference-aware autoregressive reward model B Lin, W Jiang, Y Xu, H Chen, YC Chen Forty-Second International Conference on Machine Learning (ICML), 2025 | 8 | 2025 |
| 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 | 5 | 2020 |
| 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 | 2 | 2024 |
| Virtually Being: Customizing Camera-Controllable Video Diffusion Models with Volumetric Performance Captures Y Xu, W Xian, L Ma, J Philip, A Taşel, Y Zhao, R Burgert, M He, ... Proceedings of the SIGGRAPH Asia 2025 Conference Papers, 1-12, 2025 | | 2025 |
| PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach UM Sehwag, S Shabihi, A McAvoy, V Sehwag, Y Xu, D Towers, F Huang arXiv preprint arXiv:2511.20703, 2025 | | 2025 |
Furong HuangAssociate Professor of Computer Science, University of MarylandVerified email at umd.edu
