Weng, Lily

9 publications

NeurIPS 2023 Analyzing Generalization of Neural Networks Through Loss Path Kernels Yilan Chen, Wei Huang, Hao Wang, Charlotte Loh, Akash Srivastava, Lam Nguyen, Lily Weng

NeurIPSW 2022 C-MBA: Adversarial Attack for Cooperative MARL Using Learned Dynamics Model Nhan H Pham, Lam M. Nguyen, Jie Chen, Hoang Thanh Lam, Subhro Das, Lily Weng

ICML 2022 Revisiting Contrastive Learning Through the Lens of Neighborhood Component Analysis: An Integrated Framework Ching-Yun Ko, Jeet Mohapatra, Sijia Liu, Pin-Yu Chen, Luca Daniel, Lily Weng

AISTATS 2021 Hidden Cost of Randomized Smoothing Jeet Mohapatra, Ching-Yun Ko, Lily Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel

AAAI 2021 Fast Training of Provably Robust Neural Networks by SingleProp Akhilan Boopathy, Lily Weng, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Luca Daniel

ICML 2020 Neural Network Control Policy Verification with Persistent Adversarial Perturbation Yuh-Shyang Wang, Lily Weng, Luca Daniel

ICML 2019 POPQORN: Quantifying Robustness of Recurrent Neural Networks Ching-Yun Ko, Zhaoyang Lyu, Lily Weng, Luca Daniel, Ngai Wong, Dahua Lin

ICML 2019 PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach Lily Weng, Pin-Yu Chen, Lam Nguyen, Mark Squillante, Akhilan Boopathy, Ivan Oseledets, Luca Daniel

ICML 2018 Towards Fast Computation of Certified Robustness for ReLU Networks Lily Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Luca Daniel, Duane Boning, Inderjit Dhillon