Keqiang Yan
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π Triple Crown
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
graph transformer
(2)
periodic invariance
(2)
crystal structure
(2)
material property prediction
(2)
graph neural network
(2)
normalizing flow
(1)
language model
(1)
crystal structure generation
(1)
discrete latent variable
(1)
property prediction
(1)
equivariant representation
(1)
message passing neural network
(1)
molecular graph generation
(1)
lattice representation
(1)
interatomic potential
(1)
crystal property prediction
(1)
materials informatics
(1)
discrete flow
(1)
invertible transform
(1)
geometric descriptor
(1)
Papers
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
ICML 2024
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
ICLR 2024
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
NeurIPS 2024
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
ICML 2023
Periodic Graph Transformers for Crystal Material Property Prediction
NeurIPS 2022
DIG: A Turnkey Library for Diving into Graph Deep Learning Research
JMLR 2021
GraphDF: A Discrete Flow Model for Molecular Graph Generation
ICML 2021