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Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks


Jul 19, 2022
Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo Mandic

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* 29 pages, 27 figures, submitting to IEEE TNNLS 

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CLNode: Curriculum Learning for Node Classification


Jun 15, 2022
Xiaowen Wei, Weiwei Liu, Yibing Zhan, Du Bo, Wenbin Hu

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Graph-level Neural Networks: Current Progress and Future Directions


May 31, 2022
Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Wenbin Hu, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu Aggarwal

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Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities


Apr 15, 2022
Chuang Liu, Yibing Zhan, Chang Li, Bo Du, Jia Wu, Wenbin Hu, Tongliang Liu, Dacheng Tao

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* 9 pages, 2 figures 

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EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing


Mar 08, 2022
Jiejun Tan, Wenbin Hu, WeiWei Liu

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* There are errors in experimental results 

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Two-dimensional flow field measurement of sediment-laden flow based on ultrasound image velocimetry


Nov 29, 2021
Weiliang Tao, Yan Liu, Zhimin Ma, Wenbin Hu

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* 18 pages, 11 figures, 2 tables, technology manuscript 

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Metrics for 3D Object Pointing and Manipulation in Virtual Reality


Jun 12, 2021
Eleftherios Triantafyllidis, Wenbin Hu, Christopher McGreavy, Zhibin Li

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* Accepted and to appear at the IEEE Robotics & Automation Magazine. The manuscript has 14 pages, 6 figures, 5 tables, 10 equations and 22 references in total 

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A Comprehensive Survey on Community Detection with Deep Learning


May 26, 2021
Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu

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Deep Learning for Community Detection: Progress, Challenges and Opportunities


May 17, 2020
Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Jian Yang, Philip S. Yu

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* Accepted Paper in the 29th International Joint Conference on Artificial Intelligence (IJCAI 20), Survey Track 

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