Sui, Yi

9 publications

ICLR 2025 Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell, Bhargava Kumar, Yi Sui, Mouloud Belbahri

ICMLW 2024 Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks Antoni Kowalczuk, Jan Dubiński, Atiyeh Ashari Ghomi, Yi Sui, George Stein, Jiapeng Wu, Jesse C. Cresswell, Franziska Boenisch, Adam Dziedzic

ICML 2024 Conformal Prediction Sets Improve Human Decision Making Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Noël Vouitsis

NeurIPSW 2024 DRESS: Disentangled Representation-Based Self-Supervised Meta-Learning for Diverse Tasks Wei Cui, Yi Sui, Jesse C. Cresswell, Keyvan Golestan

ICLR 2024 Self-Supervised Representation Learning from Random Data Projectors Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs

NeurIPS 2023 Exposing Flaws of Generative Model Evaluation Metrics and Their Unfair Treatment of Diffusion Models George Stein, Jesse Cresswell, Rasa Hosseinzadeh, Yi Sui, Brendan Ross, Valentin Villecroze, Zhaoyan Liu, Anthony L Caterini, Eric Taylor, Gabriel Loaiza-Ganem

NeurIPSW 2023 Self-Supervised Representation Learning from Random Data Projectors Yi Sui, Tongzi Wu, Jesse Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs

NeurIPSW 2022 Find Your Friends: Personalized Federated Learning with the Right Collaborators Yi Sui, Junfeng Wen, Yenson Lau, Brendan Leigh Ross, Jesse C Cresswell

NeurIPS 2021 Representer Point Selection via Local Jacobian Expansion for Post-Hoc Classifier Explanation of Deep Neural Networks and Ensemble Models Yi Sui, Ga Wu, Scott Sanner