Search Results for author: Qiuting He

Found 2 papers, 1 papers with code

Long-range Meta-path Search on Large-scale Heterogeneous Graphs

3 code implementations17 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).

Node Classification Node Property Prediction

Propagation with Adaptive Mask then Training for Node Classification on Attributed Networks

no code implementations21 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.

Attribute Node Classification

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