Yi Sui

17 papers A* 5Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems.
EACL (Volume 1: Long Papers)
Kin Kwan Leung, Mouloud Belbahri, Yi Sui, Alex Labach, Xueying Zhang, Stephen Rose, Jesse C. Cresswell
2025 J jnl
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems.
CoRR
Kin Kwan Leung, Mouloud Belbahri, Yi Sui, Alex Labach, Xueying Zhang, Stephen Rose, Jesse C. Cresswell
2025 A* conf
Conformal Prediction Sets Can Cause Disparate Impact.
ICLR
Jesse C. Cresswell, Bhargava Kumar, Yi Sui, Mouloud Belbahri
2025 J jnl
DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks.
CoRR
Wei Cui, Tongzi Wu, Jesse C. Cresswell, Yi Sui, Keyvan Golestan
2025 A* conf
Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality.
SIGIR
Naihe Feng, Yi Sui, Shiyi Hou, Jesse C. Cresswell, Ga Wu
2025 J jnl
Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality.
CoRR
Naihe Feng, Yi Sui, Shiyi Hou, Jesse C. Cresswell, Ga Wu
2025 J jnl
Self-Supervised Representation Learning as Mutual Information Maximization.
CoRR
Akhlaqur Rahman Sabby, Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu
2025 J jnl
Textual Bayes: Quantifying Uncertainty in LLM-Based Systems.
CoRR
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
2024 J jnl
Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks.
CoRR
Antoni Kowalczuk, Jan Dubinski, Atiyeh Ashari Ghomi, Yi Sui, George Stein, Jiapeng Wu, Jesse C. Cresswell, Franziska Boenisch, Adam Dziedzic
2024 J jnl
Conformal Prediction Sets Can Cause Disparate Impact.
CoRR
Jesse C. Cresswell, Bhargava Kumar, Yi Sui, Mouloud Belbahri
2024 A* conf
Conformal Prediction Sets Improve Human Decision Making.
ICML
Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Noël Vouitsis
2024 J jnl
Conformal Prediction Sets Improve Human Decision Making.
CoRR
Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Noël Vouitsis
2024 A* conf
Self-supervised Representation Learning from Random Data Projectors.
ICLR
Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs
2023 A* conf
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.
NeurIPS
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
2023 J jnl
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.
CoRR
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
2023 J jnl
Self-supervised Representation Learning From Random Data Projectors.
CoRR
Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs
2022 J jnl
Find Your Friends: Personalized Federated Learning with the Right Collaborators.
CoRR
Yi Sui, Junfeng Wen, Yenson Lau, Brendan Leigh Ross, Jesse C. Cresswell