Concepedia

Songgaojun Deng

SD

6

Publications

326

Citations

6

H-Index

2019

Active since

Affiliations

George Mason University(Current)

Stevens Institute of Technology

Songgaojun Deng is an author at George Mason University specializing in machine learning, data science, and deep learning.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningKnowledge DiscoveryPredictive AnalyticsForecastingText MiningEpidemiologyComputer Science

Publications per year

2019–2023

6

Publications

6

Cola-GNN: Cross-location Attention based Graph Neural Networks for Long-term ILI Prediction

Songgaojun Deng, Shusen Wang, Huzefa Rangwala et al. · 2020 · 99 citations

Artificial Intelligence, Geometric Learning, Engineering +19

Dynamic Knowledge Graph based Multi-Event Forecasting

Songgaojun Deng, Huzefa Rangwala, Yue Ning · 2020 · 94 citations

Structured Prediction, Forecasting Methodology, Engineering +18

Learning Dynamic Context Graphs for Predicting Social Events

Songgaojun Deng, Huzefa Rangwala, Yue Ning · 2019 · 89 citations

Engineering, Machine Learning, Network Analysis +20

SimGCL: graph contrastive learning by finding homophily in heterophily

Cheng Liu, Chen-Huan Yu, Ning Gui et al. · Knowledge and Information Systems · 2023 · 21 citations

Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction

Songgaojun Deng, Shusen Wang, Huzefa Rangwala et al. · arXiv (Cornell University) · 2019 · 13 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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