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Billion-scale pre-trained knowledge graph model for conversational chatbot Journal article
Wong, Chi Man, Feng, Fan, Zhang, Wen, Chen, Huajun, Vong, Chi Man, Chen, Chuangquan. Billion-scale pre-trained knowledge graph model for conversational chatbot[J]. Neurocomputing, 2024, 606, 128353.
Authors:  Wong, Chi Man;  Feng, Fan;  Zhang, Wen;  Chen, Huajun;  Vong, Chi Man; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2024/09/03
Click-through-rate  Conversational Chatbot  Entity Representation  Knowledge Graph  
CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media Journal article
Chen, Junyang, Guo, Jingcai, Li, Xueliang, Wang, Huan, Xu, Zhenghua, Gong, Zhiguo, Zhang, Liangjie, Leung, Victor C.M.. CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Chen, Junyang;  Guo, Jingcai;  Li, Xueliang;  Wang, Huan;  Xu, Zhenghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/11/05
Contrastive Graph Context Prediction  Sequential Learning  Social Media Short Text Representation Learning  Sparsity Problem  Text Mining  
Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection Journal article
Zhang, Yongshan, Qi, Jianwen, Wang, Xinxin, Cai, Zhihua, Peng, Jiangtao, Zhou, Yicong. Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Zhang, Yongshan;  Qi, Jianwen;  Wang, Xinxin;  Cai, Zhihua;  Peng, Jiangtao; et al.
Favorite | TC[Scopus]:3  IF:8.3/7.1 | Submit date：2024/09/03
Hyperspectral Band Selection  Graph Self-representation  High-order Tensor  Global-local Information  
A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Zhang, Liming, Li, Hong, Cui, Wenjing, Gao, Junbin, Cun, Yuxiao. A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5521416.
Authors:  Cheng, Chunbo;  Zhang, Liming;  Li, Hong;  Cui, Wenjing;  Gao, Junbin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/08/05
Convolutional Neural Network (Cnn)  Deep High-order Tensor Sparse Representation (Sr)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Informative Nodes Mining for Class-Imbalanced Representation Learning Journal article
Zhou, Mengting, Gong, Zhiguo. Informative Nodes Mining for Class-Imbalanced Representation Learning[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/05/16
Class Imbalanced Learning  Costs  Graph Neural Network (Gnn)  Graph Neural Networks  Node Classification  Representation Learning  Social Networking (Online)  Task Analysis  Training  Training Data  
Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method Journal article
Long, Zhe, Chen, Jinjin, Zhang, Zuping. Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2023, 37(13), 2350029.
Authors:  Long, Zhe;  Chen, Jinjin;  Zhang, Zuping
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0.9/1.0 | Submit date：2024/01/10
Automatic Number Plate Recognition (Anpr) Data  Knowledge Representation Learning  Link Prediction  Temporal Knowledge Graph  Vehicle Trajectory Completion  
Revisiting Embedding Based Graph Analyses: Hyperparameters Matter! Journal article
Yang, Dingqi, Qu, Bingqing, Hussein, Rana, Rosso, Paolo, Cudre-Mauroux, Philippe, Liu, Jie. Revisiting Embedding Based Graph Analyses: Hyperparameters Matter![J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(11), 11830-11845.
Authors:  Yang, Dingqi;  Qu, Bingqing;  Hussein, Rana;  Rosso, Paolo;  Cudre-Mauroux, Philippe; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2023/12/06
Graph Analysis  Graph Embedding  Homogeneous Graph  Matrix Factorization  Network Representation  Random Walk  
Incomplete Multi-View Clustering with Regularized Hierarchical Graph Conference paper
Zhao, Shuping, Fei, Lunke, Wen, Jie, Zhang, Bob, Zhao, Pengyang. Incomplete Multi-View Clustering with Regularized Hierarchical Graph[C], 2023, 3060-3068.
Authors:  Zhao, Shuping;  Fei, Lunke;  Wen, Jie;  Zhang, Bob;  Zhao, Pengyang
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/01/10
Consensus Representation  Incomplete Multi-view Clustering  Regularized Graph Diffusion  Structure Completion  
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation Journal article
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu. Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation[J]. ACM Transactions on Spatial Algorithms and Systems, 2023, 9(1), 1-24.
Authors:  Dongjie Wang;  Yanjie Fu;  Kunpeng Liu;  Fanglan Chen;  Pengyang Wang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:9  IF:1.2/1.8 | Submit date：2022/07/28
Urban Planning  Representation Learning  Generative Adversarial Networks  Graph Neural Networks  
UGTransformer: Unsupervised Graph Transformer Representation Learning Conference paper
Xu, Lixiang, Liu, Haifeng, Cui, Qingzhe, Luo, Bin, Li, Ning, Chen, Yan, Tang, Yuanyan. UGTransformer: Unsupervised Graph Transformer Representation Learning[C], 2023.
Authors:  Xu, Lixiang;  Liu, Haifeng;  Cui, Qingzhe;  Luo, Bin;  Li, Ning; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2023/12/13
Graph Classification  Structural Encoding Methods  Transformer  Unsupervised Graph Representation Learning