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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  
Spatiotemporal evolution and influencing factors of flood resilience in Beibu Gulf Urban Agglomeration Journal article
Deng, Jiafeng, Zhang, Rui, Chen, Sheng, Li, Zhi, Gao, Liang, Li, Yanping, Wei, Chunxia. Spatiotemporal evolution and influencing factors of flood resilience in Beibu Gulf Urban Agglomeration[J]. International Journal of Disaster Risk Reduction, 2024, 114, 104905.
Authors:  Deng, Jiafeng;  Zhang, Rui;  Chen, Sheng;  Li, Zhi;  Gao, Liang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.2/4.7 | Submit date：2024/11/05
Flood Resilience  Spatiotemporal Evolution  Influencing Factor  Optimal Parameters-based Geographical Detector  Beibu Gulf Urban Agglomeration  
A Heterogeneous Graph Convolution Based Method for Short-Term OD Flow Completion and Prediction in a Metro System Journal article
Ye, Jiexia, Zhao, Juanjuan, Zheng, Furong, Xu, Chengzhong. A Heterogeneous Graph Convolution Based Method for Short-Term OD Flow Completion and Prediction in a Metro System[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11), 15614-15627.
Authors:  Ye, Jiexia;  Zhao, Juanjuan;  Zheng, Furong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.9/8.3 | Submit date：2024/12/05
Origin-destination Matrix Prediction  Data Completion  Metro  Spatiotemporal  Heterogeneous Graph  
Travel patterns and spatial structure: understanding winter tourism by trajectory data mining Journal article
Liu, Jun, Chen, Jiaqi, Law, Rob, Wang, Shenghong, Yang, Luyu. Travel patterns and spatial structure: understanding winter tourism by trajectory data mining[J]. Asia Pacific Journal of Tourism Research, 2024, 29(11), 1351-1368.
Authors:  Liu, Jun;  Chen, Jiaqi;  Law, Rob;  Wang, Shenghong;  Yang, Luyu
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.3/4.4 | Submit date：2024/10/10
Spatiotemporal Behavior  Dbscan  Tourism Pattern  Tourism Spatial Structure  Trajectory Mining  Winter Tourism  
Understanding land subsidence in the Pearl River Delta region of China based on InSAR observations Journal article
Ren, Tianhe, Gong, Wenping, Gao, Liang, Zhao, Fumeng. Understanding land subsidence in the Pearl River Delta region of China based on InSAR observations[J]. Engineering Geology, 2024, 339, 107646.
Authors:  Ren, Tianhe;  Gong, Wenping;  Gao, Liang;  Zhao, Fumeng
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:6.9/7.6 | Submit date：2024/08/05
Insar  Land Subsidence  Spatiotemporal Evolution Pattern  The Pearl River Delta  
A spatiotemporal and motion information extraction network for action recognition Journal article
Wei Wang, Xianmin Wang, Mingliang Zhou, Xuekai Wei, Jing Li, Xiaojun Ren, Xuemei Zong. A spatiotemporal and motion information extraction network for action recognition[J]. Wireless Networks, 2024, 30, 5389-5405.
Authors:  Wei Wang;  Xianmin Wang;  Mingliang Zhou;  Xuekai Wei;  Jing Li; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.1/2.0 | Submit date：2023/10/27
Action Recognition  Spatiotemporal Information  Motion  Deep Learning  
Spatiotemporal Fracture Data Inference in Sparse Mobile Crowdsensing: A Graph-and Attention-Based Approach Journal article
Guo, Xianwei, Huang, Fangwan, Yang, Dingqi, Tu, Chunyu, Yu, Zhiyong, Guo, Wenzhong. Spatiotemporal Fracture Data Inference in Sparse Mobile Crowdsensing: A Graph-and Attention-Based Approach[J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 32(2), 1631-1644.
Authors:  Guo, Xianwei;  Huang, Fangwan;  Yang, Dingqi;  Tu, Chunyu;  Yu, Zhiyong; et al.
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:3.0/3.6 | Submit date：2024/02/22
Mobile Crowdsensing  Spatiotemporal Fracture Data Inference  Graph Attention Networks  Transformer  
An ensemble of dynamic rainfall index and machine learning method for spatiotemporal landslide susceptibility modeling Journal article
Ren, Tianhe, Gao, Liang, Gong, Wenping. An ensemble of dynamic rainfall index and machine learning method for spatiotemporal landslide susceptibility modeling[J]. Landslides, 2024, 21(2), 257-273.
Authors:  Ren, Tianhe;  Gao, Liang;  Gong, Wenping
Favorite | TC[WOS]:10 TC[Scopus]:11  IF:5.8/6.9 | Submit date：2024/02/22
Landslide Susceptibility  Maximum Rolling Rainfall Index  Rain-induced Landslide  Spatiotemporal Prediction  
Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis Journal article
Zhang, Tian, Du, Cuifeng, Zhou, Yuyu, Guan, Quanlong, Liu, Zhiquan, Huang, Xiujie, Gong, Zhiguo, Deng, Lianbing, Li, Yang. Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis[J]. IEEE Internet of Things Journal, 2024.
Authors:  Zhang, Tian;  Du, Cuifeng;  Zhou, Yuyu;  Guan, Quanlong;  Liu, Zhiquan; et al.
Favorite | TC[Scopus]:0  IF:8.2/9.0 | Submit date：2025/01/13
Intelligent Vehicle Intrusion Detection  Self-supervised Box Classification  Spatiotemporal Sequence Features  Transfer Learning  Transformer  
DEFORMMLP: DYNAMIC LARGE-SCALE RECEPTIVE FIELD MLP NETWORKS FOR HUMAN MOTION PREDICTION Conference paper
Huang, Haitao, Pun, Chi Man, Li, Haolun, Liu, Mengqi, Xiong, Jian, Gao, Hao. DEFORMMLP: DYNAMIC LARGE-SCALE RECEPTIVE FIELD MLP NETWORKS FOR HUMAN MOTION PREDICTION[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 5200-5204.
Authors:  Huang, Haitao;  Pun, Chi Man;  Li, Haolun;  Liu, Mengqi;  Xiong, Jian; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/07/04
Three-dimensional Displays  Computational Modeling  Semantics  Benchmark Testing  Signal Processing  Predictive Models  Transformers  Human Motion Prediction  Mlp  Spatiotemporal Modeling