Forecasting interaction order on temporal graphs

• Main Authors: XIA, Wenwen, LI, Yuchen, TIAN, Jianwei, LI, Shenghong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Temporal Graphs; Graph Neural Networks; Interaction Order Prediction; Databases and Information Systems; Graphics and Human Computer Interfaces; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/6134; https://ink.library.smu.edu.sg/context/sis_research/article/7137/viewcontent/3447548.3467341.pdf
• Institution: Singapore Management University

Link prediction is a fundamental task for graph analysis and the topic has been studied extensively for static or dynamic graphs. Essentially, the link prediction is formulated as a binary classification problem about two nodes. However, for temporal graphs, links (or interactions) among node sets a...