Counterfactual learning for higher-order relation prediction in heterogeneous information networks

Xuan Guo, Jie Li, Pengfei Jiao, Wang Zhang, Tianpeng Li, Wenjun Wang

Abstract: Highlights•This paper explores predicting higher-order relations in HINs with the model HINCHOR.•This paper introduces counterfactual learning for higher-order relation prediction.•This paper builds a higher-order relation benchmark and shows HINCHOR’s superiority.