GitHub

kg-gen: Knowledge Graph Generation from Any Text

Welcome! kg-gen helps you extract knowledge graphs from any plain text using AI. It can process both small and large text inputs, and it can also handle messages in a conversation format. Why generate ...
GitHub

Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models

conda create --name graphllm python==3.10.12 conda activate graphllm pip install torch pip install openai pip install torch_geometric pip install pyg_lib torch ...
IEEE

Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection

Abstract: Deepfake detection plays a key role in preventing the misuses of artificial intelligence in video editing. Current deep learning-based deepfake detection methods often perform quite well in ...
IEEE

Context-Aware Knowledge Graph Framework for Traffic Speed Forecasting Using Graph Neural Network

Abstract: Human mobility is intricately influenced by urban contexts spatially and temporally, constituting essential domain knowledge in understanding traffic systems. While existing traffic ...