Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods. - Franca Hoffmann; Bamdad Hosseini; Zhi Ren 003; Andrew M. Stuart (J. Mach. Learn. Res., 2020)

Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective. - Youssef M. Marzouk; Zhi (Robert) Ren; Sven Wang; Jakob Zech (J. Mach. Learn. Res., 2024)

Optimal Scheduling of Dynamic Transport. - Panos Tsimpos; Zhi Ren 003; Jakob Zech; Youssef Marzouk 001 (COLT, 2025)

Distribution learning via neural differential equations: minimal energy regularization and approximation theory. - Youssef M. Marzouk; Zhi Ren 003; Jakob Zech (CoRR, 2025)