Chuan Shi

HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs

The HeTGB is introduced, a novel benchmark comprising five real-world heterophilic graph datasets from diverse domains, with nodes enriched by extensive textual descriptions that enables systematic evaluation of GNNs, pre-trained language models (PLMs) and co-training methods on the node classification task.