IEEE

Personalized Scientific Paper Recommendation Based on Heterogeneous Graph Representation

Abstract: The accelerating rate of scientific publications makes it extremely difficult for researchers to find out the relevant papers and related works. Recommender systems that aim at solving the ...
IEEE

Graph Structure Enhanced Pre-Training Language Model for Knowledge Graph Completion

Abstract: A vast amount of textual and structural information is required for knowledge graph construction and its downstream tasks. However, most of the current knowledge graphs are incomplete due to ...
GitHub

Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting

Code for our VLDB'22 paper: "Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting". We all depend on mobility, and vehicular transportation affects the daily lives of most ...
GitHub

Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning

This is the official code release of the following paper: Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang and Xueqi Cheng. Temporal Knowledge Graph Reasoning ...