3 code implementations • 17 Jul 2023 • Chao Li, Zijie Guo, Qiuting He, Hao Xu, Kun He
To this end, we investigate the importance of different meta-paths and introduce an automatic framework for utilizing long-range dependency on heterogeneous graphs, denoted as Long-range Meta-path Search through Progressive Sampling (LMSPS).
Ranked #2 on Node Property Prediction on ogbn-mag
no code implementations • 21 Jun 2022 • Jinsong Chen, Boyu Li, Qiuting He, Kun He
However, they follow the traditional structure-aware propagation strategy of GCNs, making it hard to capture the attribute correlation of nodes and sensitive to the structure noise described by edges whose two endpoints belong to different categories.