3 papers
cs.LG2025
Parking Availability Prediction via Fusing Multi-Source Data with A Self-Supervised Learning Enhanced Spatio-Temporal Inverted Transformer
Yin Huang, Yongqi Dong, Youhua Tang +1
The rapid growth of private car ownership has worsened the urban parking predicament, underscoring the need for accurate and effective parking availability prediction to support ur…
cs.LG2025
A Self-Supervised Transformer for Unusable Shared Bike Detection
Yin Huang, Yongqi Dong, Youhua Tang +1
The rapid expansion of bike-sharing systems (BSS) has greatly improved urban "last-mile" connectivity, yet large-scale deployments face escalating operational challenges, particula…
cs.LG2024
Leverage Multi-source Traffic Demand Data Fusion with Transformer Model for Urban Parking Prediction
Yin Huang, Yongqi Dong, Youhua Tang +1
The escalation in urban private car ownership has worsened the urban parking predicament, necessitating effective parking availability prediction for urban planning and management.…