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A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility Journal article
Ling, Jiahao, Lan, Yuanchun, Huang, Xiaohui, Yang, Xiaofei. A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility[J]. Complex and Intelligent Systems, 2024, 10(3), 3305-3317.
Authors:  Ling, Jiahao;  Lan, Yuanchun;  Huang, Xiaohui;  Yang, Xiaofei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.0/5.2 | Submit date：2024/05/16
Multivariate Time Series  Periodicity  Spatial–temporal  Traffic Forecasting  
Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters Journal article
Lu, Yao, Zhang, Le, Yang, Xiaofei, Zhou, Yicong. Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(1), 693-707.
Authors:  Lu, Yao;  Zhang, Le;  Yang, Xiaofei;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.2/10.4 | Submit date：2024/02/22
Compound Discrete Cosine Transform (C-dct) Filter  Convolutional Neural Networks (Cnns)  Discrete Cosine Transform (Dct)  Harmonic Neural Networks (Hnns)  Shared Reconstruction Filter  
Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management Journal article
Huang, Xiaohui, Ling, Jiahao, Yang, Xiaofei, Zhang, Xiong, Yang, Kaiming. Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(12), 14294-14305.
Authors:  Huang, Xiaohui;  Ling, Jiahao;  Yang, Xiaofei;  Zhang, Xiong;  Yang, Kaiming
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:7.9/8.3 | Submit date：2024/01/02
Fleet Management  Hierarchical Reinforcement Learning  Multi-agent Reinforcement Learning  
Multi-view dynamic graph convolution neural network for traffic flow prediction Journal article
Huang,Xiaohui, Ye,Yuming, Yang,Xiaofei, Xiong,Liyan. Multi-view dynamic graph convolution neural network for traffic flow prediction[J]. Expert Systems with Applications, 2023, 222, 119779.
Authors:  Huang,Xiaohui;  Ye,Yuming;  Yang,Xiaofei;  Xiong,Liyan
Favorite | TC[WOS]:25 TC[Scopus]:27  IF:7.5/7.6 | Submit date：2023/08/03
Dynamic Fusion  Graph Convolution Network  Multi-view Encoder–decoders  Traffic Flow Prediction  
SS-TMNet: Spatial–Spectral Transformer Network with Multi-Scale Convolution for Hyperspectral Image Classification Journal article
Huang, Xiaohui, Zhou, Yunfei, Yang, Xiaofei, Zhu, Xianhong, Wang, Ke. SS-TMNet: Spatial–Spectral Transformer Network with Multi-Scale Convolution for Hyperspectral Image Classification[J]. Remote Sensing, 2023, 15(5), 1206.
Authors:  Huang, Xiaohui;  Zhou, Yunfei;  Yang, Xiaofei;  Zhu, Xianhong;  Wang, Ke
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:4.2/4.9 | Submit date：2023/04/03
Attention Mechanism  Convolution Neural Network (Cnn)  Hyperspectral Image (Hsi) Classification  Multi-scale 3d Convolution  
When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method Journal article
Yaping Zheng, Xiaofeng Zhang, Shiyi Chen, Xinni Zhang, Xiaofei Yang, Di Wang. When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35(2), 2173-2178.
Authors:  Yaping Zheng;  Xiaofeng Zhang;  Shiyi Chen;  Xinni Zhang;  Xiaofei Yang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2023/02/22
Graph Convolutional Network  Heterogeneous Graph  Temporal Graph  Community Detection  
Myocardial injury: where inflammation and autophagy meet Review article
2023
Authors:  Liu,Chunping;  Liu,Yanjiao;  Chen,Huiqi;  Yang,Xiaofei;  Lu,Chuanjian; et al.
Favorite | TC[WOS]:10 TC[Scopus]:15  IF:6.3/6.7 | Submit date：2023/08/03
Autophagy  Inflammation  Myocardial Injury  
QTN: Quaternion Transformer Network for Hyperspectral Image Classification Journal article
Yang,Xiaofei, Cao,Weijia, Lu,Yao, Zhou,Yicong. QTN: Quaternion Transformer Network for Hyperspectral Image Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(12), 7370-7384.
Authors:  Yang,Xiaofei;  Cao,Weijia;  Lu,Yao;  Zhou,Yicong
Favorite | TC[WOS]:9 TC[Scopus]:14  IF:8.3/7.1 | Submit date：2023/08/03
Convolution  Convolution Neural Network  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Image Classification  Quaternion Transformer Network (Qtn)  Quaternions  Task Analysis  Transformer Network  Transformers  
Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification Journal article
Xiaofei Yang, Weijia Cao, Yao Lu, Yicong Zhou. Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60, 5545715.
Authors:  Xiaofei Yang;  Weijia Cao;  Yao Lu;  Yicong Zhou
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:7.5/7.6 | Submit date：2023/09/13
Hyperspectral Image (Hsi) Classification  Limited Labeled Samples  Self-supervised Learning (Ssl)  Unsupervised Learning  
A multi-mode traffic flow prediction method with clustering based attention convolution LSTM Journal article
Huang, Xiaohui, Ye, Yuming, Wang, Cheng, Yang, Xiaofei, Xiong, Liyan. A multi-mode traffic flow prediction method with clustering based attention convolution LSTM[J]. Applied Intelligence, 2022, 52(13), 14773-14786.
Authors:  Huang, Xiaohui;  Ye, Yuming;  Wang, Cheng;  Yang, Xiaofei;  Xiong, Liyan
Favorite | TC[WOS]:3 TC[Scopus]:10  IF:3.4/3.9 | Submit date：2022/05/13
Attention Mechanism  Encoder-decoder  Multi-mode  Spatial-temporal Data  Traffic Flow Prediction