This repository aggregates academic papers and resources on graph-based deep learning, organizing publications by conference (NeurIPS, ICLR, ICML, KDD, etc.) and year. It categorizes papers by topic including graph convolutional networks, graph representation learning, and graph neural networks. The repository also links to related workshops, surveys, books, and software libraries in the field.