Tsui-Wei Weng
Massachusetts Institute of Technology
H-index: 19
North America-United States
Top articles of Tsui-Wei Weng
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Provably Robust Conformal Prediction with Improved Efficiency | Ge Yan Yaniv Romano Tsui-Wei Weng | 2023/10/13 | |
Towards Trustworthy Deep Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Tsui-Wei Lily Weng | 2024/3/24 |
One step closer to unbiased aleatoric uncertainty estimation | Proceedings of the AAAI Conference on Artificial Intelligence | Wang Zhang Ziwen Martin Ma Subhro Das Tsui-Wei Lily Weng Alexandre Megretski | 2024/3/24 |
Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models | arXiv preprint arXiv:2403.13771 | Nicholas Bai Rahul A Iyer Tuomas Oikarinen Tsui-Wei Weng | 2024/3/20 |
Analyzing Generalization of Neural Networks through Loss Path Kernels | Advances in Neural Information Processing Systems | Yilan Chen Wei Huang Hao Wang Charlotte Loh Akash Srivastava | 2024/2/13 |
Corrupting Neuron Explanations of Deep Visual Features | Divyansh Srivastava Tuomas Oikarinen Tsui-Wei Weng | 2023 | |
Attacking c-marl more effectively: A data driven approach | Nhan H Pham Lam M Nguyen Jie Chen Hoang Thanh Lam Subhro Das | 2023/12/1 | |
Concept-Monitor: Understanding DNN training through individual neurons | arXiv preprint arXiv:2304.13346 | Mohammad Ali Khan Tuomas Oikarinen Tsui-Wei Weng | 2023/4/26 |
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction | ICML 2023 | Wang Zhang Tsui-Wei Weng Subhro Das Alexandre Megretski Luca Daniel | 2023 |
Promoting Robustness of Randomized Smoothing: Two Cost-Effective Approaches | Linbo Liu Trong Nghia Hoang Lam M Nguyen Tsui-Wei Weng | 2023/12/1 | |
Framework for certifying a lower bound on a robustness level of convolutional neural networks | 2023/4/11 | ||
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks | Tuomas Oikarinen Tsui-Wei Weng | 2023 | |
Towards Interpretable Continual Learning Through Controlling Concepts | Sin-Han Yang Tuomas Oikarinen Tsui-Wei Weng | 2023/10/13 | |
Constructive assimilation: Boosting contrastive learning performance through view generation strategies | arXiv preprint arXiv:2304.00601 | Ligong Han Seungwook Han Shivchander Sudalairaj Charlotte Loh Rumen Dangovski | 2023/4/2 |
Tactics of Robust Deep Reinforcement Learning with Randomized Smoothing | Chung-En Sun Sicun Gao Tsui-Wei Weng | 2023/10/13 | |
Analyzing deep pac-bayesian learning with neural tangent kernel: Convergence, analytic generalization bound, and efficient hyperparameter selection | Transactions on Machine Learning Research | Wei Huang Chunrui Liu Yilan Chen Richard Yi Da Xu Miao Zhang | 2023/5 |
Label-free concept bottleneck models | International Conference on Learning Representations | Tuomas Oikarinen Subhro Das Lam M Nguyen Tsui-Wei Weng. | 2023 |
Fooling GPT with adversarial in-context examples for text classification | Sudhanshu Ranjan Chung-En Sun Linbo Liu Tsui-Wei Weng | 2023/12/12 | |
The Importance of Prompt Tuning for Automated Neuron Explanations | arXiv preprint arXiv:2310.06200 | Justin Lee Tuomas Oikarinen Arjun Chantha Keng-Chi Chang Yilan Chen | 2023/10/9 |
On Assimilating Learned Views in Contrastive Learning | Ligong Han Seungwook Han Shivchander Sudalairaj Charlotte Loh Rumen Dangovski | 2022/9/29 |
Co-Authors
