Sheng Zhou

Zhejiang University

38 Zheda Road

Hangzhou, 310058

China

  • Zhejiang University

SCHOLARLY PAPERS

5

DOWNLOADS

247

TOTAL CITATIONS

1

Scholarly Papers (5)

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1.

Online Adversarial Knowledge Distillation for Graph Neural Networks

Number of pages: 34 Posted: 29 Oct 2022
Can Wang, Zhe Wang, Defang Chen, Sheng Zhou, Yan Feng and Chun Chen
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 82 (662,439)

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knowledge distillation, Graph Neural Networks, Dynamic Graph, Online Distillation

2.

Structure Enhanced Prototypical Alignment for Unsupervised Cross-Domain Node Classification

Number of pages: 12 Posted: 01 Nov 2023
Meihan Liu, Zhen Zhang, Ning Ma, Ming Gu, Haishuai Wang, Sheng Zhou and Jiajun Bu
Zhejiang University, National University of Singapore (NUS), Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 70 (719,631)
Citation 1

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Graph Domain Adaptation, Graph Neural Networks, Node Classification, Graph Representation Learning, Transfer Learning

3.

Less is More: A Closer Look at Semantic-Based Few-Shot Learning

Number of pages: 15 Posted: 29 May 2024
chunpeng zhou, Zhi Yu, Xilu Yuan, Sheng Zhou, Jiajun Bu and Haishuai Wang
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 38 (961,901)

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Few-Shot Learning, Multi-modal Learning, Feature Representation, Image Classification

4.

Frequency Self-Adaptation Graph Neural Network for Unsupervised Graph Anomaly Detection

Number of pages: 20 Posted: 17 Mar 2025
Ming Gu, Gaoming Yang, Zhuonan Zheng, Meihan Liu, Haishuai Wang, Jiawei Chen, Sheng Zhou and Jiajun Bu
Zhejiang University, affiliation not provided to SSRN, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 32 (1,024,170)

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Unsupervised Graph Anomaly Detection, Graph Neural Networks, Graph Filtering

5.

Heterophilous Distribution Propagation for Graph Neural Networks

Number of pages: 26 Posted: 20 Jul 2024
Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, Yilun Xu, Ao Li, Yuhong Li, Jingjun Gu and Jiajun Bu
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, Alibaba Group, Zhejiang University and Zhejiang University
Downloads 25 (1,105,072)

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graph neural networks, Graph representation learning, Graph Heterophily