Xiaoyan Cai

Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network

2018 · IEEE Access

With the rapid growth of scientific publications, it is hard for researchers to acquire appropriate papers that meet their expectations. Recommendation system for scientific articles is an essential technology to overcome this problem. In this …

Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation

2018 · International Journal of Computational Intelligence Systems

Fast-growing scientific papers bring the problem of rapidly and accurately finding a list of reference papers for a given manuscript. Reference paper recommendation is an essential technology to overcome this obstacle. In this paper, we …

Medical Report Generation via Multimodal Spatio-Temporal Fusion

2024

Medical report generation aims at automating the synthesis of accurate and comprehensive diagnostic reports from radiological images. The task can significantly enhance clinical decision-making and alleviate the workload on radiologists. Existing works normally generate reports …