Yi Sui

According to our database, Yi Sui authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Textual Bayes: Quantifying Uncertainty in LLM-Based Systems.

Brendan Leigh Ross, Noël Vouitsis, Atiyeh Ashari Ghomi, Rasa Hosseinzadeh, Ji Xin, Zhaoyan Liu, Yi Sui, Shiyi Hou, Kin Kwan Leung, Gabriel Loaiza-Ganem, Jesse C. Cresswell

CoRR, June, 2025

DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks.

Wei Cui, Tongzi Wu, Jesse C. Cresswell, Yi Sui, Keyvan Golestan

CoRR, March, 2025

Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality.

Naihe Feng, Yi Sui, Shiyi Hou, Jesse C. Cresswell, Ga Wu

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Conformal Prediction Sets Can Cause Disparate Impact.

Jesse C. Cresswell, Bhargava Kumar, Yi Sui, Mouloud Belbahri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks.

Antoni Kowalczuk, Jan Dubinski, Atiyeh Ashari Ghomi, Yi Sui, George Stein, Jiapeng Wu, Jesse C. Cresswell, Franziska Boenisch, Adam Dziedzic

CoRR, 2024

Conformal Prediction Sets Improve Human Decision Making.

Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Noël Vouitsis

Proceedings of the Forty-first International Conference on Machine Learning, 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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.

George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh, Yi Sui, Brendan Leigh Ross, Valentin Villecroze, Zhaoyan Liu, Anthony L. Caterini, J. Eric T. Taylor, Gabriel Loaiza-Ganem

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Find Your Friends: Personalized Federated Learning with the Right Collaborators.

Yi Sui, Junfeng Wen, Yenson Lau, Brendan Leigh Ross, Jesse C. Cresswell

CoRR, 2022