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Privacy-preserving coordination of power and transportation networks using spatiotemporal GAT for predicting EV charging demands Journal article
Sheng Chen, Hao Cheng, Hongcai Zhang, Si Lv, Zhinong Wei, Yuyang Jin. Privacy-preserving coordination of power and transportation networks using spatiotemporal GAT for predicting EV charging demands[J]. Applied Energy, 2025, 377(A), 124391.
Authors:  Sheng Chen;  Hao Cheng;  Hongcai Zhang;  Si Lv;  Zhinong Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3  IF:10.1/10.4 | Submit date：2024/09/20
Power-transportation Coordination  Graph Attention Network  Prediction Of Ev Charging Demands  Queuing Theory  
Spatio-temporal attention based collaborative local–global learning for traffic flow prediction Journal article
Chi, Haiyang, Lu, Yuhuan, Xie, Can, Ke, Wei, Chen, Bidong. Spatio-temporal attention based collaborative local–global learning for traffic flow prediction[J]. Engineering Applications of Artificial Intelligence, 2025, 139, 109575.
Authors:  Chi, Haiyang;  Lu, Yuhuan;  Xie, Can;  Ke, Wei;  Chen, Bidong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.4 | Submit date：2025/01/22
Traffic Flow Prediction  Spatio-temporal Correlation  Local–global Spatio-temporal Feature  Graph Convolutional Network  Spatio-temporal Attention  
MixFormer: A Mixed CNN-Transformer Backbone for Medical Image Segmentation Journal article
Liu, Jun, Li, Kunqi, Huang, Chun, Dong, Hua, Song, Yusheng, Li, Rihui. MixFormer: A Mixed CNN-Transformer Backbone for Medical Image Segmentation[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 74, 5001220.
Authors:  Liu, Jun;  Li, Kunqi;  Huang, Chun;  Dong, Hua;  Song, Yusheng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/5.6 | Submit date：2024/12/05
Medical Image Segmentation (Seg)  Mixed Convolutional Neural Network (Cnn)–transformer Backbone  Mixed Multibranch Dilated Attention (Mmda)  Multi-scale Spatial-aware Fusion (Msaf)  
Deep learning model for solar and wind energy forecasting considering Northwest China as an example Journal article
Li, Pengyu, Yang, Huiyu, Wu, Han, Wang, Yujia, Su, Hao, Zheng, Tianlong, Zhu, Fang, Zhang, Guangtao, Han, Yu. Deep learning model for solar and wind energy forecasting considering Northwest China as an example[J]. Results in Engineering, 2024, 24, 102939.
Authors:  Li, Pengyu;  Yang, Huiyu;  Wu, Han;  Wang, Yujia;  Su, Hao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:6.0/5.6 | Submit date：2024/10/10
Attention-based Spatial-temporal Graph Neural Network  Deep Learning  Long Short-term Memory  Solar Energy  Wind Energy  
Adaptive Pitfall: Exploring the Effectiveness of Adaptation in Skeleton-based Action Recognition Journal article
Miao, Qiguang, Xin, Wentian, Liu, Ruyi, Liu, Yi, Wu, Mengyao, Shi, Cheng, Pun, Chi Man. Adaptive Pitfall: Exploring the Effectiveness of Adaptation in Skeleton-based Action Recognition[J]. IEEE Transactions on Multimedia, 2024, 27, 56-71.
Authors:  Miao, Qiguang;  Xin, Wentian;  Liu, Ruyi;  Liu, Yi;  Wu, Mengyao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.4/8.0 | Submit date：2025/01/13
Skeleton-based Action Recognition  Graph Convolutional Network  Self-attention Method  Lightweight Network  
A hybrid spatiotemporal model combining graph attention network and gated recurrent unit for regional composite air pollution prediction and collaborative control Journal article
Wang, Li, Hu, Baicheng, Zhao, Yuan, Song, Kunlin, Ma, Jianmin, Gao, Hong, Huang, Tao, Mao, Xiaoxuan. A hybrid spatiotemporal model combining graph attention network and gated recurrent unit for regional composite air pollution prediction and collaborative control[J]. Sustainable Cities and Society, 2024, 116, 105925.
Authors:  Wang, Li;  Hu, Baicheng;  Zhao, Yuan;  Song, Kunlin;  Ma, Jianmin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.5/10.0 | Submit date：2024/12/26
Attention Matrix  Community Network  Gat-gru  Pm2.5, O3  
SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism Journal article
Chen, Huaqiang, Tan, Weiqiang, Guo, Jiajia, Yang, Feiran. SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism[J]. Physical Communication, 2024, 67, 102516.
Authors:  Chen, Huaqiang;  Tan, Weiqiang;  Guo, Jiajia;  Yang, Feiran
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.0/1.7 | Submit date：2024/11/05
Massive Mimo  Csi Feedback  Deep Learning  Neural Network  Attention Mechanism  
STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 16504-16517.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:10.2/10.4 | Submit date：2023/08/28
Trajectory  Pedestrians  Behavioral Sciences  Task Analysis  Transformers  Data Models  Predictive Models  Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
Lightweight Attention Network Based on Fuzzy Logic for Person Re-Identification Conference paper
Yuan, Changmei, Liu, Xuanxuan, Guo, Li, Chen, Long, Chen, C. L.Philip. Lightweight Attention Network Based on Fuzzy Logic for Person Re-Identification[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Yuan, Changmei;  Liu, Xuanxuan;  Guo, Li;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Fuzzy Logic  Visualization  Pedestrians  Accuracy  Uncertainty  Feature Extraction  Robustness  Lightweight Network  Person Re-identification  Attention Mechanisms  
Cognitive State Detection in Task Context Based on Graph Attention Network During Flight Journal article
Wu, Edmond Q., Gao, Yubing, Tong, Wei, Hou, Yuhong, Law, Rob, Zhu, Guangyu. Cognitive State Detection in Task Context Based on Graph Attention Network During Flight[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54(9), 5224-5236.
Authors:  Wu, Edmond Q.;  Gao, Yubing;  Tong, Wei;  Hou, Yuhong;  Law, Rob; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:8.6/8.7 | Submit date：2024/07/04
Attention Network  Bayesian Optimization Method  Cognitive Detection  Graph Structure