Yanlei Zhang

5 papers · 2023–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AISTATS (2) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Guy Wolf (5) Guillaume Huguet (4) Smita Krishnaswamy (3) Ian Adelstein (3) Alexander Tong (2) Xingzhi Sun (1) Mahdi S. Hosseini (1) Kilian Fatras (1) Lazar Atanackovic (1) Alexander Y. Tong (1)

Research topics

Deep Learning (3) Machine Learning (3) Mathematics & Optimization (2) Core Methods (2) Models (2) Optimization & Theory (2) Interdisciplinary (1) Learning Types (1) Mathematics (1) Optimization (1) Science (1) Techniques (1)

Keywords

manifold learning (3) single-cell rna sequencing (2) optimal transport (1) point cloud (1) flow matching (1) fisher information (1) trajectory inference (1) score matching (1) riemannian geometry (1) riemannian metric (1) kronecker product (1) second-order optimization (1) diffusion model (1) adaptive optimization (1) schrödinger bridge (1) heat kernel (1) schrodinger bridge (1) stochastic dynamics (1) geodesic distance (1) manifold embedding (1)

Papers

AdaFisher: Adaptive Second Order Optimization via Fisher Information ICLR 2025 Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds AISTATS 2025 Simulation-Free Schrödinger Bridges via Score and Flow Matching AISTATS 2024 A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction NeurIPS 2023 Neural FIM for learning Fisher information metrics from point cloud data ICML 2023