Fangwan Huang

Cross-city few-shot spatiotemporal graph forecasting via masked pre-training and prompt tuning.

A novel STG few-shot learning framework named ST-MPPT is proposed, which addresses both challenges through masked pre-training and prompt tuning, and introduces a novel prompt network that dynamically generates input-specific prompts to steer the pre-trained encoders to adapt to different data distributions across dive...