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Explainable exercise recommendation with knowledge graph Journal article
Guan, Quanlong, Cheng, Xinghe, Xiao, Fang, Li, Zhuzhou, He, Chaobo, Fang, Liangda, Chen, Guanliang, Gong, Zhiguo, Luo, Weiqi. Explainable exercise recommendation with knowledge graph[J]. Neural Networks, 2025, 183, 106954.
Authors:  Guan, Quanlong;  Cheng, Xinghe;  Xiao, Fang;  Li, Zhuzhou;  He, Chaobo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Exercise Recommendation  Knowledge Graph  Student Feature Extraction  
Cycling topic graph learning for neural topic modeling Journal article
Liu, Yanyan, Gong, Zhiguo. Cycling topic graph learning for neural topic modeling[J]. Knowledge-Based Systems, 2025, 310.
Authors:  Liu, Yanyan;  Gong, Zhiguo
Favorite | TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Neural Topic Model  Graph Neural Networks  Wasserstein Autoencoder  Graph Attention Networks  
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  
Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting Journal article
Guo, Xianwei, Yu, Zhiyong, Huang, Fangwan, Chen, Xing, Yang, Dingqi, Wang, Jiangtao. Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting[J]. Neural Networks, 2025, 181, 106805.
Authors:  Guo, Xianwei;  Yu, Zhiyong;  Huang, Fangwan;  Chen, Xing;  Yang, Dingqi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Dynamic Graph Generation  Heterogeneity  Meta-graph  Spatiotemporal Graph Forecasting  
Feature aggregation and connectivity for object re-identification Journal article
Han, Dongchen, Liu, Baodi, Shao, Shuai, Liu, Weifeng, Zhou, Yicong. Feature aggregation and connectivity for object re-identification[J]. Pattern Recognition, 2025, 157, 110869.
Authors:  Han, Dongchen;  Liu, Baodi;  Shao, Shuai;  Liu, Weifeng;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Object Re-identification  Graph Convolutional Networks  Feature Aggregation  
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  
Differentially Private Dynamic Average Consensus-Based Newton Method for Distributed Optimization Over General Networks Journal article
Xing, Mingqi, Ma, Dazhong, Zhao, Jing, Wong, Pak Kin. Differentially Private Dynamic Average Consensus-Based Newton Method for Distributed Optimization Over General Networks[J]. IEEE Transactions on Systems, Man, and Cybernetics-Systems, 2024.
Authors:  Xing, Mingqi;  Ma, Dazhong;  Zhao, Jing;  Wong, Pak Kin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2024/12/26
Differential Privacy  Distributed Optimization  Dynamic Average Consensus  Newton Method  Unbalanced Directed Graph  
IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering Journal article
Shi, Zhaoyin, Chen, Long, Ding, Weiping, Zhong, Xiaopin, Wu, Zongze, Chen, Guang Yong, Zhang, Chuanbin, Wang, Yingxu, Chen, C. L.P.. IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54(12), 7055-7968.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
Graph theory analysis of a human body metabolic network: A systematic and organ-specific study Journal article
Ruan, Jingxuan, Wu, Yaping, Wang, Haiyan, Huang, Zhenxing, Liu, Ziwei, Yang, Xinlang, Yang, Yongfeng, Zheng, Hairong, Liang, Dong, Wang, Meiyun, Hu, Zhanli. Graph theory analysis of a human body metabolic network: A systematic and organ-specific study[J]. Medical Physics, 2024.
Authors:  Ruan, Jingxuan;  Wu, Yaping;  Wang, Haiyan;  Huang, Zhenxing;  Liu, Ziwei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.2/3.9 | Submit date：2024/12/26
Graph Theory  Lung Cancer  Metabolic Correlation Network  Pet Imaging  
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