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Yuancheng Xu
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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
652024
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
362023
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
172024
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
92024
Multi-task adversarial attack
P Guo, Y Xu, B Lin, Y Zhang
arXiv preprint arXiv:2011.09824, 2020
82020
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
42024
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
42020
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
32024
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
12023
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
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