Shuwen Yang
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
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Research topics
Keywords
graph neural network
(2)
domain adaptation
(2)
transfer learning
(2)
graph convolutional network
(2)
message passing
(2)
multimodal learning
(1)
circuit design
(1)
geometry-aware learning
(1)
heterogeneous information network
(1)
molecular dynamics
(1)
end-to-end learning
(1)
molecular representation
(1)
heterogeneous graph
(1)
molecular representation learning
(1)
message passing neural network
(1)
network embedding
(1)
electronic design automation
(1)
domain adaptive classification
(1)
multi-space alignment
(1)
channel selection
(1)
Papers
MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild
ICCV 2025
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis
NAACL 2025
Versatile Multi-stage Graph Neural Network for Circuit Representation
NeurIPS 2022
Conformation-Guided Molecular Representation with Hamiltonian Neural Networks
ICLR 2021
Deep Molecular Representation Learning via Fusing Physical and Chemical Information
NeurIPS 2021
Domain Adaptive Classification on Heterogeneous Information Networks
IJCAI 2020
DANE: Domain Adaptive Network Embedding
IJCAI 2019