Spatio-temporal adaptive embedding makes vanilla transformer sota for traffic forecasting H Liu, Z Dong, R Jiang, J Deng, J Deng, Q Chen, X Song Proceedings of the 32nd ACM international conference on information and …, 2023 | 158 | 2023 |
Spatio-Temporal-Decoupled Masked Pre-training for Traffic Forecasting H Gao, R Jiang, Z Dong, J Deng, X Song arXiv preprint arXiv:2312.00516, 2023 | 15 | 2023 |
Spatial-temporal-decoupled masked pre-training for spatiotemporal forecasting H Gao, R Jiang, Z Dong, J Deng, Y Ma, X Song arXiv preprint arXiv:2312.00516, 2024 | 9 | 2024 |
Heterogeneity-informed meta-parameter learning for spatiotemporal time series forecasting Z Dong, R Jiang, H Gao, H Liu, J Deng, Q Wen, X Song Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and …, 2024 | 6 | 2024 |
Evaluating the generalization ability of spatiotemporal model in urban scenario H Wang, J Chen, T Pan, Z Dong, L Zhang, R Jiang, X Song arXiv preprint arXiv:2410.04740, 2024 | 2 | 2024 |
A geomagnetic sensor dataset for traffic flow prediction H Wang, Q Chen, Z Dong, X Song, H Tian, D Yang, M Liu 2022 IEEE International Conference on Big Data (Big Data), 2419-2422, 2022 | 2 | 2022 |
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting H Wang, J Chen, T Pan, Z Dong, L Zhang, R Jiang, X Song arXiv preprint arXiv:2410.00385, 2024 | 1 | 2024 |
Robust Traffic Forecasting against Spatial Shift over Years H Wang, J Chen, T Pan, Z Dong, L Zhang, R Jiang, X Song arXiv preprint arXiv:2410.00373, 2024 | | 2024 |
Learning Latent Road Correlations from Trajectories Z Dong, Q Chen, R Jiang, H Wang, X Song, H Tian 2022 IEEE International Conference on Big Data (Big Data), 5458-5467, 2022 | | 2022 |