Multivariate Quantile Function Forecaster. - Kelvin Kan; François-Xavier Aubet; Tim Januschowski; Youngsuk Park; Konstantinos Benidis; Lars Ruthotto; Jan Gasthaus (AISTATS, 2022)

Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting. - Youngsuk Park; Danielle C. Maddix; François-Xavier Aubet; Kelvin Kan; Jan Gasthaus; Yuyang Wang 001 (AISTATS, 2022)

OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization. - Kelvin Kan; Xingjian Li 005; Stanley J. Osher (CoRR, 2025)

Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency. - Kelvin Kan; Xingjian Li 005; Benjamin J. Zhang; Tuhin Sahai; Stanley J. Osher; Markos A. Katsoulakis (CoRR, 2025)