Network representation learning in the context of social networks seeks to encode the nodes and their relationships into low-dimensional, continuous vector spaces while preserving both local ...

With the emergence of huge amounts of heterogeneous multi-modal data, including images, videos, texts/languages, audios, and multi-sensor data, deep learning-based methods have shown promising ...