DeepDrawing: A deep learning approach to graph drawing

• Main Authors: WANG, Yong, JIN, Zhihua, WANG, Qianwen, CUI, Weiwei, MA, Tengfei, QU, Huamin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Graph Drawing; Deep Learning; LSTM; Procrustes Analysis; Graphics and Human Computer Interfaces; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/5349; https://ink.library.smu.edu.sg/context/sis_research/article/6353/viewcontent/1907.11040.pdf
• Institution: Singapore Management University

Node-link diagrams are widely used to facilitate network explorations. However, when using a graph drawing technique to visualize networks, users often need to tune different algorithm-specific parameters iteratively by comparing the corresponding drawing results in order to achieve a desired visual...