Time- and Space-Efficiently Sketching Billion-Scale Attributed Networks

Wei Wu, Shiqi Li, Mi Jiang,Chuan Luo,Fangfang Li

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING（2025）

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Key words

Quantization (signal),Vectors,Sparse matrices,Iterative algorithms,Graph neural networks,Approximation algorithms,Accuracy,Scalability,Prediction algorithms,Memory management,Billion-Scale attributed networks,network embedding,quantization,random projection

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