GitHub

Deep Uncertainty Forecasting for Urban Air Quality

This project implements a complete forecasting system for urban air quality prediction using Beijing Multi-Site Air Quality data (2013-2017). The system employs four distinct model families to provide ...
Frontiers

Multimodal graph neural networks in healthcare: a review of fusion strategies across biomedical domains

1 Department of Analytics, Harrisburg University of Science and Technology, Harrisburg, PA, United States 2 Department of Emergency Medicine, UMass Chan Medical School, Worcester, MA, United States ...
Frontiers

Resilience optimization and dynamic stability defense in active distribution networks under extreme disasters: a graph learning and cooperative control approach

1 Guangdong Power Grid Corporation Foshan Power Supply Bureau, Foshan, China 2 Electric Power Research Institute of China Southern Power Grid, Guangzhou, Guangdong, China Introduction: The escalating ...
GitHub

Starred Repositories

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT ...
IEEE

MCGC-Net: Multi-scale Controllable Graph Convolutional Network on Music Emotion Recognition

Abstract: This paper introduces a novel dynamic graph learning approach for frequency graphs, underpinned by a suite of baseline methodologies and the Multi-scale Controllable Graph Convolutional ...
IEEE

Dynamic Diffusion Graph Convolutional Network with Scene-Guided Gating for Trajectory Prediction in IoT-Based Intelligent Transportation Systems

Abstract: Accurate trajectory prediction is crucial in IoT-based intelligent transportation systems. This task remains challenging due to the uncertainty of agent intentions and the highly stochastic ...