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Dual-channel spatio-temporal wavelet transform graph neural network for traffic forecasting 会议论文
, Gold Coast, Australia, 2023-6
Authors:  Xu BW(许宝文);  Wang XL(王学雷);  Liu CB(刘承宝);  Liu ZJ(刘振杰);  Kang LW(康丽雯)
Adobe PDF(1681Kb)  |  Favorite  |  View/Download:23/11  |  Submit date:2024/06/26
Social-CVAE: Pedestrian Trajectory Prediction using Conditional Variational Auto-Encoder 会议论文
, changshao, china, 2023-11
Authors:  Xu BW(许宝文);  Wang XL(王学雷);  Li S(李铄);  Li JW(李经纬);  Liu CB(刘承宝)
Adobe PDF(797Kb)  |  Favorite  |  View/Download:25/11  |  Submit date:2024/06/26
Fourier U-Shaped Network for Multi-Variate Time Series Forecasting 会议论文
, Mexico City, Mexico, 2023-11
Authors:  Xu BW(许宝文);  Wang XL(王学雷);  Liu CB(刘承宝);  Li S(李铄)
Adobe PDF(770Kb)  |  Favorite  |  View/Download:19/8  |  Submit date:2024/06/26
A GAN combined with Graph Contrastive Learning for Traffic Forecasting 会议论文
, New York, 2023-11
Authors:  Xu BW(许宝文);  Wang XL(王学雷);  Liu ZJ(刘振杰);  Kang LW(康丽雯)
Adobe PDF(986Kb)  |  Favorite  |  View/Download:15/7  |  Submit date:2024/06/26
Spatio-Temporal Transformer with Clustering and Dilated Attention for Traffic Prediction 会议论文
, Bilbao, Bizkaia, Spain, 2023-4
Authors:  Xu BW(许宝文);  Wang XL(王学雷);  Liu CB(刘承宝);  Li S(李铄);  Li JW(李经纬)
Adobe PDF(777Kb)  |  Favorite  |  View/Download:20/10  |  Submit date:2024/06/26
复杂时空数据预测方法研究 学位论文
, 2024
Authors:  许宝文
Adobe PDF(7933Kb)  |  Favorite  |  View/Download:31/2  |  Submit date:2024/05/30
时空数据预测  时空网格数据预测  时空图数据预测  时空轨迹数据预测  多元时间序列预测  
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting 期刊论文
MACHINE LEARNING, 2024, 页码: 1-19
Authors:  Xu, Baowen;  Wang, Xuelei;  Li, Jingwei;  Liu, Chengbao
Adobe PDF(3138Kb)  |  Favorite  |  View/Download:94/17  |  Submit date:2024/02/21
Spatio-temporal weather forecasting  U-Net  Re-parameterization