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 | 65 | 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 | 36 | 2023 |
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 | 28* | 2024 |
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 | 17 | 2024 |
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 | 9 | 2024 |
Multi-task adversarial attack P Guo, Y Xu, B Lin, Y Zhang arXiv preprint arXiv:2011.09824, 2020 | 8 | 2020 |
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 | 7* | 2024 |
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 | 6* | 2024 |
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, ... AAAI 2025, Best Paper Award at Neurips'24 AdvML Workshop, 2024 | 4 | 2024 |
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 | 4 | 2020 |
Scaling inference-time search with vision value model for improved visual comprehension W Xiyao, Y Zhengyuan, L Linjie, L Hongjin, X Yuancheng, LCC Lin, ... arXiv preprint arXiv:2412.03704, 2024 | 3 | 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 | 1 | 2023 |
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 | | 2025 |
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, ... arXiv preprint arXiv:2501.08331, 2025 | | 2025 |
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 |