Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias

1 code implementation • 26 Sep 2023 • Zhihao Shi, Jie Wang, Fanghua Lu, Hanzhu Chen, Defu Lian, Zheng Wang, Jieping Ye, Feng Wu

The inverse mapping leads to an objective function that is equivalent to that by the joint training, while it can effectively incorporate GNNs in the training phase of NEs against the learning bias.

Representation Learning