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On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks


Jan 30, 2023
He Zhang, Xingliang Yuan, Quoc Viet Hung Nguyen, Shirui Pan

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TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems


Dec 22, 2022
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu

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* Accepted by IEEE ICDE 2023 

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Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating


Nov 25, 2022
Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent CS Lee, Shirui Pan

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* 14 pages, 7 tables, 6 figures, accepted by AAAI 2023 

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Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs


Nov 15, 2022
Linhao Luo, Reza Haffari, Shirui Pan

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* Accepted by WSDM2023 

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A Comprehensive Survey on Distributed Training of Graph Neural Networks


Nov 11, 2022
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie

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* 30 pages, double column, 10 figures, 10 tables 

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Deep Learning for Time Series Anomaly Detection: A Survey


Nov 09, 2022
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Charu C. Aggarwal, Mahsa Salehi

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GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection


Nov 08, 2022
Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan

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* Accepted by WSDM 2023. 10 pages, 4 figures 

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How Far are We from Robust Long Abstractive Summarization?


Oct 30, 2022
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan

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* EMNLP 2022 

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Unifying Graph Contrastive Learning with Flexible Contextual Scopes


Oct 17, 2022
Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent CS Lee, Shirui Pan

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* Accepted in ICDM2022 

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