LKPNR: LLM and KG for Personalized News Recommendation Framework

1 code implementation • 23 Aug 2023 • Chen Hao, Xie Runfeng, Cui Xiangyang, Yan Zhou, Wang Xin, Xuan Zhanwei, Zhang Kai

Traditional methods are usually difficult to grasp the complex semantic information in news texts, resulting in unsatisfactory recommendation results.

Knowledge Graphs News Recommendation +1

DAM-Net: Global Flood Detection from SAR Imagery Using Differential Attention Metric-Based Vision Transformers

1 code implementation • 1 Jun 2023 • Tamer Saleh, Xingxing Weng, Shimaa Holail, Chen Hao, Gui-Song Xia

The detection of flooded areas using high-resolution synthetic aperture radar (SAR) imagery is a critical task with applications in crisis and disaster management, as well as environmental resource planning.

Simultaneous Differential Network Analysis and Classification for High-dimensional Matrix-variate Data, with application to Brain Connectivity Alteration Detection and fMRI-guided Medical Diagnoses of Alzheimer's Disease

1 code implementation • 18 May 2020 • Chen Hao, Guo Ying, He Yong, Ji Jiadong, Liu Lei, Shi Yufeng, Wang Yikai, Yu Long, Zhang Xinsheng

By recognizing that the strengths of network connections may vary across subjects, we develop an ensemble-learning procedure, which identifies the differential interaction patterns of brain regions between the AD group and the control group and conducts medical diagnosis (classification) of AD simultaneously.

Methodology