Document graph representation learning

• Main Author: ZHANG, Ce
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Topic Modeling; Text Mining; Graph Representation Learning; Graph Neural Networks; Graphics and Human Computer Interfaces; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/etd_coll/496; https://ink.library.smu.edu.sg/context/etd_coll/article/1494/viewcontent/GPIS_AY2018_PhD_Ce_Zhang.pdf
• Institution: Singapore Management University

Much of the data on the Web can be represented in a graph structure, ranging from social and biological to academic and Web page graphs, etc. Graph analysis recently attracts escalating research attention due to its importance and wide applicability. Diverse problems could be formulated as graph tas...