Pin Chen
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(10)
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Grand Slam
Venues
Top co-authors
Research topics
Keywords
crystal structure prediction
(2)
equivariant diffusion
(2)
uncertainty quantification
(1)
permutation equivariance
(1)
machine learning
(1)
generative model
(1)
denoising model
(1)
density functional theory
(1)
materials science
(1)
crystal structure
(1)
material design
(1)
rotation equivariance
(1)
crystal property prediction
(1)
dataset pruning
(1)
graph neural network
(1)
charge density
(1)
fractional coordinate
(1)
geometric fingerprinting
(1)
superconducting transition temperature
(1)
noising algorithm
(1)
Papers
FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction
AAAI 2026
ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials
ICLR 2025
Equivariant Diffusion for Crystal Structure Prediction
ICML 2024
Learning Superconductivity from Ordered and Disordered Material Structures
NeurIPS 2024
Crystal Structure Prediction by Joint Equivariant Diffusion
NeurIPS 2023