This is the official implementation of our paper Scalable Graph Generative Modeling via Substructure Sequences, a self-supervised extension of our ICML'25 work GPM. G2PM addresses the fundamental ...
Abstract: Graph reservoir computing (GraphRC) gains increasing attention by virtue of its high training efficiency. However, since GraphRC is developed without knowledge of its internal mechanism, it ...
Abstract: Exploring the network-level spatiotemporal traffic interplay through traffic pattern recognition or traffic prediction is essential for intelligent traffic systems. Prediction models ...