Shuwen Yang
7 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (12)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(23)
Conferences
IJCAI (2)
NIPS (2)
ICCV (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
domain adaptation
(2)
graph neural network
(2)
graph convolutional network
(2)
transfer learning
(2)
message passing
(2)
circuit design
(1)
geometry-aware learning
(1)
heterogeneous information network
(1)
molecular dynamics
(1)
end-to-end learning
(1)
heterogeneous graph
(1)
molecular representation learning
(1)
network embedding
(1)
electronic design automation
(1)
domain adaptive classification
(1)
multi-space alignment
(1)
channel selection
(1)
scientific literature
(1)
large language model
(1)
optical chemical structure recognition
(1)
Papers
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis
NAACL 2025
MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild
ICCV 2025
Versatile Multi-stage Graph Neural Network for Circuit Representation
NIPS 2022
Conformation-Guided Molecular Representation with Hamiltonian Neural Networks
ICLR 2021
Deep Molecular Representation Learning via Fusing Physical and Chemical Information
NIPS 2021
Domain Adaptive Classification on Heterogeneous Information Networks
IJCAI 2020
DANE: Domain Adaptive Network Embedding
IJCAI 2019