Yu Gui

Yu Gui, Rina Foygel Barber, Cong Ma (2026), Distributionally robust risk evaluation with an isotonic constraint, Information and Inference: a Journal of the IMA.

Yu Gui, Dylan Small, Zhimei Ren, Adaptive discovery of effect modification in matched observational studies.

Yu Gui and Bahar Taskesen, Statistical Equilibrium of Optimistic Beliefs.

Yu Gui, Cong Ma, Zongming Ma (2026), Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables, Advances in Neural Information Processing Systems (NeurIPS).

Yu Gui, Ying Jin, Yash Nair, Zhimei Ren, ACS: An interactive framework for conformal selection.

Yu Gui, Ying Jin, Zhimei Ren (2024), Conformal alignment: Knowing when to trust foundation models with guarantees, Advances in Neural Information Processing Systems (NeurIPS).

Yu Gui, Cong Ma, Yiqiao Zhong, Unraveling projection heads in contrastive learning: Insights from expansion and shrinkage.

Yu Gui, Rohan Hore, Zhimei Ren, Rina Foygel Barber (2024), Conformalized survival analysis with adaptive cut-offs, Biometrika.

Yu Gui, Rina Foygel Barber, Cong Ma (2023), Conformalized matrix completion, Advances in Neural Information Processing Systems (NeurIPS).