Yanlei Zhang
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(11)
🧭
Keyword Pioneer
Conferences
AISTATS (2)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
manifold learning
(2)
dimensionality reduction
(1)
optimal transport
(1)
point cloud
(1)
flow matching
(1)
score matching
(1)
riemannian geometry
(1)
diffusion model
(1)
schrödinger bridge
(1)
heat kernel
(1)
schrodinger bridge
(1)
stochastic dynamics
(1)
geodesic distance
(1)
manifold embedding
(1)
fisher information metric
(1)
heat diffusion
(1)
diffusion embedding
(1)
diffusion-based manifold learning
(1)
unsupervised learning
(1)
single cell rna sequencing
(1)
Papers
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
AISTATS 2025
AdaFisher: Adaptive Second Order Optimization via Fisher Information
ICLR 2025
Simulation-Free Schrödinger Bridges via Score and Flow Matching
AISTATS 2024
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
NIPS 2023
Neural FIM for learning Fisher information metrics from point cloud data
ICML 2023