Vision-Enhanced Time Series Forecasting via Latent Diffusion Models.
CoRR, February, 2025
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting.
CoRR, February, 2025
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting.
CoRR, 2024
Navigating Spatio-Temporal Heterogeneity: A Graph Transformer Approach for Traffic Forecasting.
CoRR, 2024
Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach.
CoRR, 2024
UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction.
CoRR, 2024
Spatio-Temporal Field Neural Networks for Air Quality Inference.
CoRR, 2024
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web.
Proceedings of the ACM on Web Conference 2024, 2024
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Spatio-Temporal Field Neural Networks for Air Quality Inference.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
When Urban Region Profiling Meets Large Language Models.
CoRR, 2023