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Works (5)

Toward Graph Self-Supervised Learning With Contrastive Adjusted Zooming

IEEE Transactions on Neural Networks and Learning Systems
2024-07 | Journal article
DOI: 10.1109/TNNLS.2022.3216630
Contributors: Yizhen Zheng; Ming Jin; Shirui Pan; Yuan-Fang Li; Hao Peng; Ming Li; Zhao Li
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Contrastive Graph Similarity Networks

ACM Transactions on the Web
2024-05-31 | Journal article
DOI: 10.1145/3580511
Contributors: Luzhi Wang; Yizhen Zheng; Di Jin; Fuyi Li; Yongliang Qiao; Shirui Pan
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Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective

Information Sciences
2024-02 | Journal article
DOI: 10.1016/j.ins.2023.119952
Contributors: Yang Tao; Kai Guo; Yizhen Zheng; Shirui Pan; Xiaofeng Cao; Yi Chang
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Integrating Graphs With Large Language Models: Methods and Prospects

IEEE Intelligent Systems
2024-01 | Journal article
DOI: 10.1109/MIS.2023.3332242
Contributors: Shirui Pan; Yizhen Zheng; Yixin Liu
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Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation

2023-04-30 | Conference paper
DOI: 10.1145/3543507.3583526
Contributors: Di Jin; Luzhi Wang; Yizhen Zheng; Guojie Song; Fei Jiang; Xiang Li; Wei Lin; Shirui Pan
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Peer review (10 reviews for 4 publications/grants)

Review activity for Big data research. (1)
Review activity for Expert systems with applications. (2)
Review activity for Information processing and management. (1)
Review activity for Neural networks. (6)
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