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Yanlei Zhang
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 8
Top Topics
Low Dimensional
Dimensionality Reduction
Heat Diffusion
Markov Property
Top Venues
CoRR
ICML
NeurIPS
IEEE Access
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Publications
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Guillaume Huguet
,
Alexander Tong
,
Edward De Brouwer
,
Yanlei Zhang
,
Guy Wolf
,
Ian Adelstein
,
Smita Krishnaswamy
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction.
CoRR
(2023)
Dhananjay Bhaskar
,
Yanlei Zhang
,
Charles Xu
,
Xingzhi Sun
,
Oluwadamilola Fasina
,
Guy Wolf
,
Maximilian Nickel
,
Michael Perlmutter
,
Smita Krishnaswamy
Graph topological property recovery with heat and wave dynamics-based features on graphs.
CoRR
(2023)
Alexander Tong
,
Nikolay Malkin
,
Kilian Fatras
,
Lazar Atanackovic
,
Yanlei Zhang
,
Guillaume Huguet
,
Guy Wolf
,
Yoshua Bengio
Simulation-free Schrödinger bridges via score and flow matching.
CoRR
(2023)
Oluwadamilola Fasina
,
Guillaume Huguet
,
Alexander Tong
,
Yanlei Zhang
,
Guy Wolf
,
Maximilian Nickel
,
Ian Adelstein
,
Smita Krishnaswamy
Neural FIM for learning Fisher Information Metrics from point cloud data.
CoRR
(2023)
Alexander Tong
,
Nikolay Malkin
,
Guillaume Huguet
,
Yanlei Zhang
,
Jarrid Rector-Brooks
,
Kilian Fatras
,
Guy Wolf
,
Yoshua Bengio
Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport.
CoRR
(2023)
Guillaume Huguet
,
Alexander Tong
,
Edward De Brouwer
,
Yanlei Zhang
,
Guy Wolf
,
Ian Adelstein
,
Smita Krishnaswamy
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction.
NeurIPS
(2023)
Oluwadamilola Fasina
,
Guillaume Huguet
,
Alexander Tong
,
Yanlei Zhang
,
Guy Wolf
,
Maximilian Nickel
,
Ian Adelstein
,
Smita Krishnaswamy
Neural FIM for learning Fisher information metrics from point cloud data.
ICML
(2023)
Yang Gao
,
Guoning Xu
,
Sheng Wang
,
Yongxiang Li
,
Rong Cai
,
Zhaojie Li
,
Yanchu Yang
,
Yanlei Zhang
Solar Array Power Prediction for Near-Space Vehicles Based on a Hybrid Method.
IEEE Access
10 (2022)