Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction. - Naghmeh Shafiee Roudbari; Zachary Patterson; Ursula Eicker; Charalambos Poullis (SSCI, 2022)

TransGlow: Attention-augmented Transduction model based on Graph Neural Networks for Water Flow Forecasting. - Naghmeh Shafiee Roudbari; Charalambos Poullis; Zachary Patterson; Ursula Eicker (ICMLA, 2023)

HydroVision: LiDAR-Guided Hydrometric Prediction with Vision Transformers and Hybrid Graph Learning. - Naghmeh Shafiee Roudbari; Ursula Eicker; Charalambos Poullis; Zachary Patterson (ISVC (2), 2024)