Filip Ekström Kelvinius
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Keywords
diffusion model
(2)
sequential monte carlo
(2)
autoregressive model
(1)
generative prior
(1)
molecular graph
(1)
generative diffusion model
(1)
molecular property prediction
(1)
discriminator guidance
(1)
generative performance
(1)
molecular graph generation
(1)
graph neural network
(1)
decoupled diffusion
(1)
energy prediction
(1)
force prediction
(1)
discrete generative model
(1)
wyckoff position
(1)
asymptotically exact
(1)
crystal symmetry
(1)
fréchet wrenformer distance
(1)
thermodynamical stability
(1)
Papers
Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo
ICML 2025
WyckoffDiff – A Generative Diffusion Model for Crystal Symmetry
ICML 2025
Discriminator Guidance for Autoregressive Diffusion Models
AISTATS 2024
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
NeurIPS 2023