Suriyakumar, Vinith Menon

7 publications

TMLR 2026 Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models Vinith Menon Suriyakumar, Rohan Alur, Ayush Sekhari, Manish Raghavan, Ashia C. Wilson

ICLR 2026 When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment Yuxin Xiao, Sana Tonekaboni, Walter Gerych, Vinith Menon Suriyakumar, Marzyeh Ghassemi

NeurIPS 2025 Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models Chantal Shaib, Vinith Menon Suriyakumar, Byron C Wallace, Marzyeh Ghassemi

ICLRW 2025 Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models Vinith Menon Suriyakumar, Rohan Alur, Ayush Sekhari, Manish Raghavan, Ashia C. Wilson

ICLR 2024 One-Shot Empirical Privacy Estimation for Federated Learning Galen Andrew, Peter Kairouz, Sewoong Oh, Alina Oprea, Hugh Brendan McMahan, Vinith Menon Suriyakumar

ICML 2023 When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction Vinith Menon Suriyakumar, Marzyeh Ghassemi, Berk Ustun

NeurIPSW 2022 When Personalization Harms: Reconsidering the Use of Group Attributes of Prediction Vinith Menon Suriyakumar, Marzyeh Ghassemi, Berk Ustun