| 2025 | ICML | Provable Maximum Entropy Manifold Exploration via Diffusion Models. | Riccardo De Santi, Marin Vlastelica, Ya-Ping Hsieh, Zebang Shen, Niao He, Andreas Krause |
| 2024 | AISTATS | Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm. | Mohammad Reza Karimi, Ya-Ping Hsieh, Andreas Krause |
| 2023 | AISTATS | The Schrdinger Bridge between Gaussian Measures has a Closed Form. | Charlotte Bunne, Ya-Ping Hsieh, Marco Cuturi, Andreas Krause |
| 2023 | UAI | Aligned Diffusion Schrdinger Bridges. | Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, Mara Rodrguez Martnez, Andreas Krause, Charlotte Bunne |
| 2022 | COLT | The Dynamics of Riemannian Robbins-Monro Algorithms. | Mohammad Reza Karimi, Ya-Ping Hsieh, Panayotis Mertikopoulos, Andreas Krause |
| 2021 | ICML | The Limits of Min-Max Optimization Algorithms: Convergence to Spurious Non-Critical Sets. | Ya-Ping Hsieh, Panayotis Mertikopoulos, Volkan Cevher |
| 2020 | ICML | Conditional gradient methods for stochastically constrained convex minimization. | Maria-Luiza Vladarean, Ahmet Alacaoglu, Ya-Ping Hsieh, Volkan Cevher |
| 2019 | ICML | Finding Mixed Nash Equilibria of Generative Adversarial Networks. | Ya-Ping Hsieh, Chen Liu, Volkan Cevher |
| 2018 | ALT | Dimension-free Information Concentration via Exp-Concavity. | Ya-Ping Hsieh, Volkan Cevher |
| 2018 | ICML | Let's be Honest: An Optimal No-Regret Framework for Zero-Sum Games. | Ehsan Asadi Kangarshahi, Ya-Ping Hsieh, Mehmet Fatih Sahin, Volkan Cevher |
| 2016 | ICASSP | Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval. | Gergely dor, Yen-Huan Li, Alp Yurtsever, Ya-Ping Hsieh, Quoc Tran-Dinh, Marwa El Halabi, Volkan Cevher |