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Yihan Wang
Yihan Wang
UCLA
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Title
Cited by
Cited by
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
2262020
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
1362020
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
502021
Red teaming language model detectors with language models
Z Shi, Y Wang, F Yin, X Chen, KW Chang, CJ Hsieh
Transactions of the Association for Computational Linguistics 12, 174-189, 2024
252024
On -norm Robustness of Ensemble Stumps and Trees
Y Wang, H Zhang, H Chen, D Boning, CJ Hsieh
arXiv preprint arXiv:2008.08755, 2020
22*2020
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
192022
A branch and bound framework for stronger adversarial attacks of ReLU networks
H Zhang, S Wang, K Xu, Y Wang, S Jana, CJ Hsieh, Z Kolter
International Conference on Machine Learning, 26591-26604, 2022
192022
Two-stage LLM Fine-tuning with Less Specialization and More Generalization
Y Wang, S Si, D Li, M Lukasik, F Yu, CJ Hsieh, IS Dhillon, S Kumar
arXiv preprint arXiv:2211.00635, 2022
9*2022
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
82022
Universality and limitations of prompt tuning
Y Wang, J Chauhan, W Wang, CJ Hsieh
Advances in Neural Information Processing Systems 36, 2024
32024
Defending LLMs against Jailbreaking Attacks via Backtranslation
Y Wang, Z Shi, A Bai, CJ Hsieh
arXiv preprint arXiv:2402.16459, 2024
2024
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