Original Repo Located Here: https://github.com/zhenwang9102/ConPI.git
This repository contains source code for our WSDM 2021 paper, Modeling Context Pair Interaction for Pairwise Tasks on Graphs.
In this paper, we propose a framework to model context interaction between target nodes in the graph. The framework contains two persepctives, node-centric and pair-centric, in which the former formulates an interaction-aware node representations for the prediction (ConPI-node), while the latter focuses on learning context pair representations directly for pairwise prediction (ConPI-pair). In addition, we proposa to pre-train a pair embedding on homogeneous graphs to further enhance the ConPI-pair model.
@inproceedings{wang2021modeling,
title={Modeling Context Pair Interaction for Pairwise Tasks on Graphs},
author={Wang, Zhen and Zong, Bo and Sun, Huan},
booktitle={Proceedings of the 14th ACM International Conference on Web Search and Data Mining},
year={2021}
}