LEMD: Latent Environment Extrapolation and Message Disentanglement for Dynamic Graph Under Distribution Shift
A message extrapolation mechanism under soft uncertainty constraints is proposed to obtain the diverse counterfactual message distributions and a novel robust representation learning framework for dynamic graph domain generalization, LEMD is proposed.
Xiaoran Wei, Chen Zhao, Minglai Shao et al.
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