Keqiang Yan
7 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (4) πΊοΈ Taxonomy Completionist (11)
π
Triple Crown
Conferences
ICML (3)
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
periodic invariance
(2)
graph neural network
(2)
graph generation
(1)
graph structure
(1)
normalizing flow
(1)
graph transformer
(1)
language model
(1)
crystal structure generation
(1)
discrete latent variable
(1)
property prediction
(1)
message passing neural network
(1)
molecular graph generation
(1)
crystal structure
(1)
material property prediction
(1)
interatomic potential
(1)
crystal property prediction
(1)
materials informatics
(1)
discrete flow
(1)
invertible transform
(1)
geometric distance
(1)
Papers
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
ICML 2024
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
NIPS 2024
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
ICLR 2024
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
ICML 2023
Periodic Graph Transformers for Crystal Material Property Prediction
NIPS 2022
GraphDF: A Discrete Flow Model for Molecular Graph Generation
ICML 2021
DIG: A Turnkey Library for Diving into Graph Deep Learning Research
JMLR 2021