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Yihan Wang
Yihan Wang
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Year
Automatic perturbation analysis for scalable certified robustness and beyond
K Xu, Z Shi, H Zhang, Y Wang, KW Chang, M Huang, B Kailkhura, X Lin, ...
Advances in Neural Information Processing Systems 33, 1129-1141, 2020
1392020
Fast and complete: Enabling complete neural network verification with rapid and massively parallel incomplete verifiers
K Xu, H Zhang, S Wang, Y Wang, S Jana, X Lin, CJ Hsieh
arXiv preprint arXiv:2011.13824, 2020
652020
Fast certified robust training with short warmup
Z Shi, Y Wang, H Zhang, J Yi, CJ Hsieh
Advances in Neural Information Processing Systems 34, 18335-18349, 2021
25*2021
On -norm Robustness of Ensemble Stumps and Trees
Y Wang, H Zhang, H Chen, D Boning, CJ Hsieh
arXiv preprint arXiv:2008.08755, 2020
13*2020
On the convergence of certified robust training with interval bound propagation
Y Wang, Z Shi, Q Gu, CJ Hsieh
arXiv preprint arXiv:2203.08961, 2022
42022
Efficiently computing local Lipschitz constants of neural networks via bound propagation
Z Shi, Y Wang, H Zhang, JZ Kolter, CJ Hsieh
Advances in Neural Information Processing Systems 35, 2350-2364, 2022
22022
Preserving In-Context Learning ability in Large Language Model Fine-tuning
Y Wang, S Si, D Li, M Lukasik, F Yu, CJ Hsieh, IS Dhillon, S Kumar
arXiv preprint arXiv:2211.00635, 2022
22022
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