Yuchao Lin
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(4)
🐣
Hot Topic Early Bird
Conferences
ICML (3)
ICLR (2)
NIPS (2)
Top co-authors
Keywords
graph neural network
(2)
message passing
(1)
graph transformer
(1)
property prediction
(1)
molecular representation
(1)
message passing neural network
(1)
crystal structure
(1)
material property prediction
(1)
interatomic potential
(1)
crystal property prediction
(1)
materials informatics
(1)
geometric distance
(1)
3d graph
(1)
crystal material
(1)
periodic graph
(1)
representation learning
(1)
periodic invariance
(1)
Papers
Geometry Informed Tokenization of Molecules for Language Model Generation
ICML 2025
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
ICLR 2024
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
ICML 2024
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
ICML 2023
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
NIPS 2022
Periodic Graph Transformers for Crystal Material Property Prediction
NIPS 2022
Spherical Message Passing for 3D Molecular Graphs
ICLR 2022