Finally, we use N (v i ) to refer to v i 's neighbours, i.e., all nodes which are directly connected to v i .
1 to most existing models, where user representations are static, our model uses an encoder which takes as input a pre-computed user vector, performs a dynamic exploration of its neighbours in the social graph, and updates the user representation given the relevance of its connections for a target task.