Haomin Wen
Carnegie Mellon University(US)
Publications by Year
Research Areas
Traffic Prediction and Management Techniques, Human Mobility and Location-Based Analysis, Data Management and Algorithms, Anomaly Detection Techniques and Applications, Urban and Freight Transport Logistics
Most-Cited Works
- → DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models(2023)86 cited
- → Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting(2022)60 cited
- → UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web(2024)53 cited
- → Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction(2022)43 cited
- → Package Pick-up Route Prediction via Modeling Couriers’ Spatial-Temporal Behaviors(2021)35 cited
- → DeepRoute+: Modeling Couriers’ Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction(2022)23 cited
- → Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows(2022)18 cited
- → A mixed-integer programming-based Q-learning approach for electric bus scheduling with multiple termini and service routes(2024)18 cited
- → DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction(2023)17 cited
- → Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers’ Spatial-Temporal Behaviors(2023)14 cited