Differential Encoding for Improved Representation Learning over Graphs

Haimin Zhang, Jiahao Xia, Min Xu

Combining the message-passing paradigm with the global attention mechanism has emerged as an effective framework for learning over graphs. The message-passing paradigm and the glob…