Huan Tong

Cross-region zero-shot bike-sharing demand prediction with transitive transfer learning using multi-modal public transit data

Predicting bike-sharing demand in regions without historical data is essential for early-stage fleet allocation and rebalancing. However, conventional supervised forecasting models rely on region-specific historical observations and often generalize poorly across heterogeneous ur...