Enhancing collaborative translational metric learning with causal graph network

Jingjing Wang, Haoran Xie, S.Joe Qin, Xiaohui Tao, Fu Lee Wang, Xiaoliang Xu

Abstract: Highlights•Initially study the dynamics of the translation vector in metric learning.•Propose a bilateral metric learning model integrated with a causal graph network.•A conditional intervention module is proposed to improve recommendation quality.

External IDs:doi:10.1016/j.neucom.2025.130933