Zhong Yi Wan
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
fluid dynamics
(2)
optimal transport
(1)
latent variable model
(1)
diffusion model
(1)
stochastic differential equation
(1)
statistical downscaling
(1)
conditional sampling
(1)
unpaired datum
(1)
neural network
(1)
probistic mapping
(1)
resolution upsampling
(1)
turbulence modeling
(1)
probabilistic modeling
(1)
large eddy simulation
(1)
Papers
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems
ICML 2024
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
NIPS 2023
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
NIPS 2023
Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems
ICLR 2023