def METHOD_NAME(self):
    """Reset the GNN encoder explicitly in addition to other params."""
    super().METHOD_NAME()
    if getattr(self, "gnn_encoder", None) is not None:
        for layer in self.gnn_encoder:
            if hasattr(layer, "reset_parameters"):
                layer.reset_parameters()