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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
作者:  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)  |  收藏  |  浏览/下载：21/10  |  提交时间：2024/06/26
Social-CVAE: Pedestrian Trajectory Prediction using Conditional Variational Auto-Encoder 会议论文
, changshao, china, 2023-11
作者:  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)  |  收藏  |  浏览/下载：25/11  |  提交时间：2024/06/26
Fourier U-Shaped Network for Multi-Variate Time Series Forecasting 会议论文
, Mexico City, Mexico, 2023-11
作者:  Xu BW(许宝文);  Wang XL(王学雷);  Liu CB(刘承宝);  Li S(李铄)
Adobe PDF(770Kb)  |  收藏  |  浏览/下载：18/8  |  提交时间：2024/06/26
Spatio-Temporal Transformer with Clustering and Dilated Attention for Traffic Prediction 会议论文
, Bilbao, Bizkaia, Spain, 2023-4
作者:  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)  |  收藏  |  浏览/下载：19/9  |  提交时间：2024/06/26
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(1630Kb)  |  收藏  |  浏览/下载：84/6  |  提交时间：2024/03/27
Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation  
Temporal Double Graph Convolutional Network for CO and CO2 Prediction in Blast Furnace Gas 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Zhang, Tingkun;  Liu, Chengbao;  Liu, Zhenjie;  Tan, Jie;  Ahmat, Mutellip
收藏  |  浏览/下载：62/0  |  提交时间：2024/03/26
Blast furnace gas (BFG)  CO and CO2 content  graph convolutional network (GCN)  hypergraph convolutional network  prediction  
Bridging the gap with grad: Integrating active learning into semi-supervised domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 171, 页码: 186-199
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(2408Kb)  |  收藏  |  浏览/下载：78/9  |  提交时间：2024/03/26
Domain generalization  Semi-supervised learning  Active learning  
Knowledge enhanced ensemble method for remaining useful life prediction under variable working conditions 期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 242, 页码: 13
作者:  Li, Yuan;  Li, Jingwei;  Wang, Huanjie;  Liu, Chengbao;  Tan, Jie
收藏  |  浏览/下载：81/0  |  提交时间：2024/02/22
Remaining useful life  Ensemble learning  Attention mechanism  Convolutional neural network  Transfer learning  
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting 期刊论文
MACHINE LEARNING, 2024, 页码: 1-19
作者:  Xu, Baowen;  Wang, Xuelei;  Li, Jingwei;  Liu, Chengbao
Adobe PDF(3138Kb)  |  收藏  |  浏览/下载：94/17  |  提交时间：2024/02/21
Spatio-temporal weather forecasting  U-Net  Re-parameterization  
Exploring Explicitly Disentangled Features for Domain Generalization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 11, 页码: 6360-6373
作者:  Li, Jingwei;  Li, Yuan;  Wang, Huanjie;  Liu, Chengbao;  Tan, Jie
Adobe PDF(2432Kb)  |  收藏  |  浏览/下载：122/11  |  提交时间：2023/12/21
Domain generalization  feature disentanglement  Fourier transform  data augmentation