Peiyan Hu
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (11) π Renaissance Researcher (5)
π
Conference Polyglot
(5)
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
ICLR (3)
ICML (2)
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
neural operator
(2)
regularity feature
(2)
stochastic partial differential equation
(2)
trajectory optimization
(1)
diffusion model
(1)
stochastic differential equation
(1)
generative approach
(1)
physical system control
(1)
control sequence
(1)
fluid dynamics
(1)
model-based control
(1)
policy network
(1)
numerical solver
(1)
physics simulation
(1)
trajectory planning
(1)
closed-loop control
(1)
neural network
(1)
regularity structure
(1)
random forcing term
(1)
deep latent variable
(1)
Papers
Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control
IJCAI 2025
CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
ICLR 2025
On the Guidance of Flow Matching
ICML 2025
From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control
ICML 2025
Wavelet Diffusion Neural Operator
ICLR 2025
Better Neural PDE Solvers Through Data-Free Mesh Movers
ICLR 2024
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
NIPS 2024
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations
AAAI 2023