Scholar

Xiao Shen (沈笑)

Google Scholar ID: 5BurqVgAAAAJ

Associate Professor, Hainan University

Graph Domain AdaptationCross-network ClassificationGraph Neural Networks

Citations & Impact

All-time

Citations

1,002

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i10-index

Publications

Co-authors

list available

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Publications

20 items

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Academic Achievements

Paper “Open-set Cross-network Node Classification via Unknown-excluded Adversarial Graph Domain Alignment” accepted by AAAI 2025
Paper “Domain-adaptive Graph Attention-supervised Network for Cross-network Edge Classification” accepted by IEEE Transactions on Neural Networks and Learning Systems
Principal Investigator of NSFC grant: 'Graph Contrastive Learning and Contrastive Domain Adaptation Methods for Cross-network Node Classification' (2024/01–2027/12)
Principal Investigator of NSFC grant: 'Key Technologies of Cross-network Representation Learning based on Integration of GNN and Domain Adaptation' (2022/01–2024/12)
Principal Investigator of Hainan University Start-up Fund: 'Key Technologies of Cross-Network Representation Learning for Graph Domain Adaptation' (2021/04–2026/04)
Awards: Hong Kong PhD Fellowship, PolyU Scholarship for HK PhD Fellowship students, COMP Scholarship for HK PhD Fellowship students, Queen Mary Excellent Academic Performance Scholarship

Co-authors

7 total