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Geometric Matrix Completion via Sylvester Multi-Graph Neural Network



Boxin Du , Changhe Yuan , Fei Wang , Hanghang Tong


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Schema-Guided Event Graph Completion



Hongwei Wang , Zixuan Zhang , Sha Li , Jiawei Han , Yizhou Sun , Hanghang Tong , Joseph P. Olive , Heng Ji


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CoNSoLe: Convex Neural Symbolic Learning



Haoran Li , Yang Weng , Hanghang Tong

* 17 pages, 5 figures, conference for NeurIPS 2022 

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COIN: Co-Cluster Infomax for Bipartite Graphs



Baoyu Jing , Yuchen Yan , Yada Zhu , Hanghang Tong

* Preprint. In Submission 

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Trustworthy Graph Neural Networks: Aspects, Methods and Trends



He Zhang , Bang Wu , Xingliang Yuan , Shirui Pan , Hanghang Tong , Jian Pei

* 36 pages, 7 tables, 4 figures 

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Learning Optimal Propagation for Graph Neural Networks



Beidi Zhao , Boxin Du , Zhe Xu , Liangyue Li , Hanghang Tong

* 7 pages, 3 figures 

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Detecting Topology Attacks against Graph Neural Networks



Senrong Xu , Yuan Yao , Liangyue Li , Wei Yang , Feng Xu , Hanghang Tong


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DISCO: Comprehensive and Explainable Disinformation Detection



Dongqi Fu , Yikun Ban , Hanghang Tong , Ross Maciejewski , Jingrui He


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Adversarial Graph Contrastive Learning with Information Regularization



Shengyu Feng , Baoyu Jing , Yada Zhu , Hanghang Tong

* WWW 2022 

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