 Bridging the Theoretical Gap in Randomized SmoothingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
 Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step DefencesNeural Information Processing Systems (NeurIPS), 2024 |
 Multi-scale Diffusion Denoised SmoothingNeural Information Processing Systems (NeurIPS), 2023 |
 Promoting Robustness of Randomized Smoothing: Two Cost-Effective
ApproachesIndustrial Conference on Data Mining (IDM), 2023 |
 Certifying Ensembles: A General Certification Theory with
S-LipschitznessInternational Conference on Machine Learning (ICML), 2023 |
 Double Sampling Randomized SmoothingInternational Conference on Machine Learning (ICML), 2022 |
 3DeformRS: Certifying Spatial Deformations on Point CloudsComputer Vision and Pattern Recognition (CVPR), 2022 |
 Intriguing Properties of Input-dependent Randomized SmoothingInternational Conference on Machine Learning (ICML), 2021 |
