Conference paperBe Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised LearningZhiyuan He, Yijun Yang, et al.ICML 2024
Workshop paperWARDEN: Warranting Robustness Against Deception in Next-Generation SystemsHazar Yueksel, Ramon Bertran, et al.MLSys 2020
Conference paperA Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment TechniquesMegh Thakkar, Quentin Fournier, et al.ACL 2024
Conference paperIdentifying Homogeneous and Interpretable Groups for Conformal PredictionNatalia Martinez Gil, Dhaval Patel, et al.UAI 2024