GitHub

ID-based Graph Recommendation Framework (PyTorch)

ID-GRec is a graph recommendation framework based on Python and Pytorch, which contains the current mainstream and latest graph recommendation methods, the most classic datasets, evaluation metrics ...
IEEE

Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the Seven-Point Checklist

Abstract: The seven-point checklist (7PCL) is a widely used diagnostic tool in dermoscopy for identifying malignant melanoma by assigning point values to seven specific attributes. However, the ...
IEEE

E-RNS : Enhancing Negative Sample Quality from Gradient Perspective for Graph Recommendation

Abstract: Bayesian Personalized Ranking (BPR) is a widely used optimization function in GNN-based recommender systems, and negative samples are usually obtained through the Random Negative Sampling ...
GitHub

Multimodal Reasoning with Multimodal Knowledge Graph

To develop the tutorial code, I referred to the repository of the MARS dataset used in the paper: [GitHub] First, as instructed in the README of the MARS repository ...