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Aounon Kumar

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

3

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLGeneralizing Trust: Weak-to-Strong Trustworthiness in Language Models.Lillian Sun, Martin Pawelczyk, Zhenting Qi, Aounon Kumar, Himabindu Lakkaraju
2024ICLRRobustness of AI-Image Detectors: Fundamental Limits and Practical Attacks.Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Malemir Chegini, Wenxiao Wang, Soheil Feizi
2023ICLRProvable Robustness against Wasserstein Distribution Shifts via Input Randomization.Aounon Kumar, Alexander Levine, Tom Goldstein, Soheil Feizi
2022ICLRPolicy Smoothing for Provably Robust Reinforcement Learning.Aounon Kumar, Alexander Levine, Soheil Feizi
2020ICMLCurse of Dimensionality on Randomized Smoothing for Certifiable Robustness.Aounon Kumar, Alexander Levine, Tom Goldstein, Soheil Feizi