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GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network [article]

Jiarui Jin, Kounianhua Du, Weinan Zhang, Jiarui Qin, Yuchen Fang, Yong Yu, Zheng Zhang, Alexander J. Smola
2021 arXiv   pre-print
In this paper, we propose GraphHINGE (Heterogeneous INteract and aggreGatE), which captures and aggregates the interactive patterns between each pair of nodes through their structured neighborhoods.  ...  Heterogeneous information network (HIN) has been widely used to characterize entities of various types and their complex relations.  ...  ACKNOWLEDGMENTS The corresponding author Weinan Zhang thanks the support of Shanghai Municipal Science and Technology Major Project (No. 2021SHZDZX0102) and National Natural Science Foundation of China  ... 
arXiv:2011.12683v2 fatcat:nv27cwdpkrblto3fja7wqdnhdy