Compact network embedding for fast node classification

• Main Authors: Shen, Xiaobo, Ong, Yew-Soon, Mao, Zheng, Pan, Shirui, Liu, Weiwei, Zheng, Yuhui
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Network Embedding; Hashing
• Online Access: https://hdl.handle.net/10356/172036
• Institution: Nanyang Technological University

Network embedding has shown promising performance in real-world applications. The network embedding typically lies in a continuous vector space, where storage and computation costs are high, especially in large-scale applications. This paper proposes more compact representation to fulfill the gap. T...