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Sicheng Zhu
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Position: On the Possibilities of AI-Generated Text Detection
S Chakraborty, A Bedi, S Zhu, B An, D Manocha, F Huang
Forty-first International Conference on Machine Learning (ICML) 2024, 2024
84*2024
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models
S Zhu, R Zhang, B An, G Wu, J Barrow, Z Wang, F Huang, A Nenkova, ...
arXiv preprint arXiv:2310.15140, 2023
72*2023
Learning adversarially robust representations via worst-case mutual information maximization
S Zhu, X Zhang, D Evans
International Conference on Machine Learning (ICML) 2020, 11609-11618, 2020
262020
Understanding the generalization benefit of model invariance from a data perspective
S Zhu, B An, F Huang
Advances in Neural Information Processing Systems (NeurIPS) 2021 34, 4328-4341, 2021
212021
WAVES: Benchmarking the Robustness of Image Watermarks
T Rabbani, B An, M Ding, A Agrawal, Y Xu, C Deng, S Zhu, A Mohamed, ...
International Conference on Machine Learning (ICML) 2024, 2024
9*2024
More Context, Less Distraction: Zero-shot Visual Classification by Inferring and Conditioning on Contextual Attributes
B An, S Zhu, MA Panaitescu-Liess, CK Mummadi, F Huang
The Twelfth International Conference on Learning Representations (ICLR) 2024, 2024
6*2024
Like Oil and Water: Group Robustness Methods and Poisoning Defenses Don’t Mix
MA Panaitescu-Liess, Y Kaya, S Zhu, F Huang, T Dumitras
The Twelfth International Conference on Learning Representations (ICLR) 2024, 2024
2024
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator
S Zhu, B An, F Huang, S Hong
International Conference on Machine Learning (ICML) 2023, 2023
2023
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