Ziyao Li
4 papers · 2019–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
feature learning
(1)
matrix factorization
(1)
distributed learning
(1)
geometry-aware learning
(1)
message passing
(1)
molecular dynamics
(1)
node feature
(1)
neighbor aggregation
(1)
molecular representation
(1)
graph kernel
(1)
molecular representation learning
(1)
monte carlo method
(1)
graph convolutional network
(1)
message passing neural network
(1)
scalable algorithm
(1)
network embedding
(1)
3d conformation
(1)
graph neural network
(1)
hamiltonian neural network
(1)
link attribute
(1)
Papers
Conformation-Guided Molecular Representation with Hamiltonian Neural Networks
ICLR 2021
Deep Molecular Representation Learning via Fusing Physical and Chemical Information
NeurIPS 2021
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks
IJCAI 2019
SepNE: Bringing Separability to Network Embedding
AAAI 2019