Peiyan Hu
8 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Keyword Champion (2)
π
Grand Slam
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Keywords
diffusion model
(4)
neural operator
(2)
neural network
(2)
stochastic partial differential equation
(2)
closed-loop control
(2)
physical system
(2)
reinforcement learning
(2)
regularity feature
(2)
partial differential equation
(2)
optimal control
(1)
physical system control
(1)
generative approach
(1)
control sequence
(1)
fluid dynamics
(1)
deep learning
(1)
supervised learning
(1)
stochastic differential equation
(1)
flow matching
(1)
control signal
(1)
numerical solver
(1)
Papers
CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
ICLR 2025
From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control
ICML 2025
Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control
IJCAI 2025
On the Guidance of Flow Matching
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
NeurIPS 2024
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations
AAAI 2023