Yuchao Lin
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
graph neural network
(2)
message passing
(2)
tokenization
(1)
graph representation
(1)
partial differential equation
(1)
graph transformer
(1)
language model
(1)
frame averaging
(1)
property prediction
(1)
molecular representation
(1)
skip connection
(1)
molecular property prediction
(1)
message passing neural network
(1)
crystal structure
(1)
material property prediction
(1)
interatomic potential
(1)
crystal property prediction
(1)
materials informatics
(1)
multi-scale processing
(1)
neural network
(1)
Papers
Geometry Informed Tokenization of Molecules for Language Model Generation
ICML 2025
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
ICML 2024
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
ICLR 2024
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
ICML 2023
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
NeurIPS 2022
Periodic Graph Transformers for Crystal Material Property Prediction
NeurIPS 2022
Spherical Message Passing for 3D Molecular Graphs
ICLR 2022