| Conditional flow matching: Simulation-free dynamic optimal transport A Tong, N Malkin, G Huguet, Y Zhang, J Rector-Brooks, K Fatras, G Wolf, ... arXiv preprint arXiv:2302.00482 2 (3), 2023 | 236* | 2023 |
| Simulation-free schr\" odinger bridges via score and flow matching A Tong, N Malkin, K Fatras, L Atanackovic, Y Zhang, G Huguet, G Wolf, ... arXiv preprint arXiv:2307.03672, 2023 | 43 | 2023 |
| Positive solutions for second-order differential equations with singularities and separated integral boundary conditions Y Zhang, K Abdella, W Feng Electronic Journal of Qualitative Theory of Differential Equations 2020 (75 …, 2020 | 12 | 2020 |
| A heat diffusion perspective on geodesic preserving dimensionality reduction G Huguet, A Tong, E De Brouwer, Y Zhang, G Wolf, I Adelstein, ... Advances in Neural Information Processing Systems 36, 6986-7016, 2023 | 8 | 2023 |
| Geometry-aware autoencoders for metric learning and generative modeling on data manifolds X Sun, D Liao, K MacDonald, Y Zhang, G Huguet, G Wolf, I Adelstein, ... ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024 | 4 | 2024 |
| Neural FIM for learning Fisher information metrics from point cloud data O Fasina, G Huguet, A Tong, Y Zhang, G Wolf, M Nickel, I Adelstein, ... International Conference on Machine Learning, 9814-9826, 2023 | 3 | 2023 |
| Capturing spatiotemporal signaling patterns in cellular data with geometric scattering trajectory homology Dhananjay Bhaskar, Jessica Moore, Yanlei Zhang, Feng Gao, Bastian Rieck, Guy ... bioRxiv, 2023.03. 22.533807, 2023 | 3* | 2023 |
| Nonlinear Spectrum and Fixed Point Index for a Class of Decomposable Operators S Kang, Y Zhang, W Feng Mathematics 9 (3), 278, 2021 | 3 | 2021 |
| Geometry-aware generative autoencoders for warped riemannian metric learning and generative modeling on data manifolds X Sun, D Liao, K MacDonald, Y Zhang, C Liu, G Huguet, G Wolf, ... arXiv preprint arXiv:2410.12779, 2024 | 2 | 2024 |
| Graph topological property recovery with heat and wave dynamics-based features on graphs D Bhaskar, Y Zhang, C Xu, X Sun, O Fasina, G Wolf, M Nickel, ... arXiv preprint arXiv:2309.09924, 2023 | 1 | 2023 |
| The exponential map for time-varying vector fields Y Zhang Queen's University (Canada), 2022 | 1 | 2022 |
| Principal Curvatures Estimation with Applications to Single Cell Data Y Zhang, L Mezrag, X Sun, C Xu, K Macdonald, D Bhaskar, ... The 50th IEEE International Conference on Acoustics, Speech, and Signal …, 2025 | | 2025 |
| Exploring the Manifold of Neural Networks Using Diffusion Geometry E Abel, P Crevasse, Y Grinspan, S Mazioud, F Ogundipe, K Reimann, ... arXiv preprint arXiv:2411.12626, 2024 | | 2024 |
| AdaFisher: Adaptive Second Order Optimization via Fisher Information DM Gomes, Y Zhang, E Belilovsky, G Wolf, MS Hosseini The Thirteenth International Conference on Learning Representations (ICLR), 2024 | | 2024 |
| Deep Multimodal Representations and Classification of First-Episode Psychosis via Live Face Processing R Singh, Y Zhang, D Bhaskar, V Srihari, C Tek, X Zhang, JA Noah, ... Frontiers in Psychiatry Schizophrenia, 2024 | | 2024 |
| Topologies for geometric flows and continuous dependence on parameters AD Lewis, Y Zhang arXiv preprint arXiv:2310.12293, 2023 | | 2023 |
| Positive Solutions for Boundary Value Problems of Second Order Ordinary Differential Equations Y Zhang Trent University, 2017 | | 2017 |
Guy WolfUniversité de Montréal; MilaPotvrđena adresa e-pošte na umontreal.ca
