Towards certificated model robustness against weight perturbations
- Tsui Wei Weng
- Pu Zhao
- et al.
- 2020
- AAAI 2020
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11 results for Tsui Wei Weng
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
- Wang Zhang
- Tsui-Wei Weng
- et al.
- 2023
- ICML 2023
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
- Ching-Yun Ko
- Jeet Mohapatra
- et al.
- 2022
- ICML 2022
Proven: Verifying robustness of neural networks with a probabilistic approach
- Tsui Wei Weng
- Pin-Yu Chen
- et al.
- 2019
- ICML 2019
CNN-Cert: An efficient framework for certifying robustness of convolutional neural networks
- Akhilan Boopathy
- Tsui Wei Weng
- et al.
- 2019
- AAAI 2019
Efficient neural network robustness certification with general activation functions
- Huan Zhang
- Tsui Wei Weng
- et al.
- 2018
- NeurIPS 2018
Evaluating the robustness of neural networks: An extreme value theory approach
- Tsui Wei Weng
- Huan Zhang
- et al.
- 2018
- ICLR 2018
Towards verifying robustness of neural networks against a family of semantic perturbations
- Jeet Mohapatra
- Tsui Wei Weng
- et al.
- 2020
- CVPR 2020
Topology attack and defense for graph neural networks: An optimization perspective
- Kaidi Xu
- Hongge Chen
- et al.
- 2019
- IJCAI 2019
On extensions of clever: A neural network robustness evaluation algorithm
- Tsui Wei Weng
- Huan Zhang
- et al.
- 2018
- GlobalSIP 2018