Yuchao Cao

Distributed Graph Embedding with Information-Oriented Random Walks

2023 · Proceedings of the VLDB Endowment

Graph embedding maps graph nodes to low-dimensional vectors, and is widely adopted in machine learning tasks. The increasing availability of billion-edge graphs underscores the importance of learning efficient and effective embeddings on large graphs, such …