Search Results for author: Hongming Gu

Found 2 papers, 2 papers with code

Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced training

1 code implementation19 Apr 2021 Chuxiong Sun, Hongming Gu, Jie Hu

To further improve scalable models on semi-supervised learning tasks, we propose Self-Label-Enhance (SLE) framework combining self-training approach and label propagation in depth.

Node Property Prediction

Adaptive Graph Diffusion Networks

1 code implementation30 Dec 2020 Chuxiong Sun, Jie Hu, Hongming Gu, Jinpeng Chen, MingChuan Yang

Until the date of submission (Aug 26, 2022), AGDNs achieve top-1 performance on the ogbn-arxiv, ogbn-proteins and ogbl-ddi datasets and top-3 performance on the ogbl-citation2 dataset.

Link Prediction Node Classification +1

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