5 citations · 9 across the 9 of their papers we have counts for
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cs.LG2023
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization
Dongcheng Zou, Senzhang Wang, Xuefeng Li +5
Traffic forecasting is a complex multivariate time-series regression task of paramount importance for traffic management and planning. However, existing approaches often struggle t…
cs.LG2021
Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs
Yuandong Wang, Hongzhi Yin, Lian Wu +2
In recent years, online ride-hailing platforms have become an indispensable part of urban transportation. After a passenger is matched up with a driver by the platform, both the pa…
cs.LG2021
Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph
Yuandong Wang, Hongzhi Yin, Tong Chen +4
In recent years, ride-hailing services have been increasingly prevalent as they provide huge convenience for passengers. As a fundamental problem, the timely prediction of passenge…