Ruochen Kong
Emory University(US)Nanjing University of Science and Technology(CN)
Publications by Year
Research Areas
Data-Driven Disease Surveillance, Human Mobility and Location-Based Analysis, Complex Network Analysis Techniques, COVID-19 epidemiological studies, Advanced Graph Neural Networks
Most-Cited Works
- → Dynamic network embedding survey(2021)214 cited
- → Urban Anomalies: A Simulated Human Mobility Dataset with Injected Anomalies(2024)11 cited
- → Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread(2024)3 cited
- → An Infectious Disease Spread Simulation to Control Data Bias(2024)1 cited
- → Deep Identification of Propagation Trees(2025)
- → Simulated Infectious Diseases Datasets with Controlled Data Bias(2025)
- → Human Mobility Challenge: Are Transformers Effective for Human Mobility Prediction?(2024)
- → Training Machine Learning Models on Human Spatio-temporal Mobility Data: An Experimental Study [Experiment Paper](2025)