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A Time-Varying Network for Cryptocurrencies Journal article
Guo, Li, Wolfgang K. Härdle, Tao, Yubo. A Time-Varying Network for Cryptocurrencies[J]. Journal of Business and Economic Statistics, 2024, 42(2), 437-456.
Authors:  Guo, Li;  Wolfgang K. Härdle;  Tao, Yubo
Favorite | TC[WOS]:6 TC[Scopus]:2  IF:2.9/4.8 | Submit date：2022/11/12
Co-clustering  Community Detection  Covariates  Dynamic Stochastic Blockmodel  Network Risk  Momentum  
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation Conference paper
Chen, Junyang, Zou, Guoxuan, Zhou, Pan, Yirui, Wu, Chen, Zhenghan, Su, Houcheng, Wang, Huan, Gong, Zhiguo. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation[C], 2024, 8283-8291.
Authors:  Chen, Junyang;  Zou, Guoxuan;  Zhou, Pan;  Yirui, Wu;  Chen, Zhenghan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2024/05/16
Dmkm: Graph Mining, Social Network Analysis & Community  Dmkm: Anomaly/outlier Detection  Dmkm: Recommender Systems  Ml: Deep Learning Algorithms  Ml: Deep Learning Theory  Ml: Graph-based Machine Learning  Ml: Semi-supervised Learning  Ml: Transparent, Interpretable, Explainable Ml  Ml: Unsupervised & Self-supervised Learning  
Stock co-jump networks Journal article
Yi Ding, Yingying Li, Guoli Liu, Xinghua Zheng. Stock co-jump networks[J]. Journal of Econometrics, 2023, 239(2), 105420.
Authors:  Yi Ding;  Yingying Li;  Guoli Liu;  Xinghua Zheng
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:9.9/6.7 | Submit date：2023/08/03
Co-jumps  Community Detection  High-frequency Data  Jumps  Network  Stock Dependence  
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  
Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning Journal article
Chen, Junyang, Gong, Zhiguo, Mo, Jiqian, Wang, Wei, Wang, Wei, Wang, Cong, Dong, Xiao, Liu, Weiwen, Wu, Kaishun. Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(11), 6737-6748.
Authors:  Chen, Junyang;  Gong, Zhiguo;  Mo, Jiqian;  Wang, Wei;  Wang, Wei; et al.
Favorite | TC[WOS]:17 TC[Scopus]:16  IF:10.2/10.4 | Submit date：2022/12/01
Adversarial Learning  Network Embedding (Ne)  Overlapping Community Detection  Self-training  
Discovering Social Connections using Event Images Conference paper
Cheung, Ming, Sun, Weiwei, Zhou, Jiantao. Discovering Social Connections using Event Images[C], 2022.
Authors:  Cheung, Ming;  Sun, Weiwei;  Zhou, Jiantao
Favorite | TC[Scopus]:0 | Submit date：2022/05/11
Community Detection  Importance Measurements  Social Events  Social Graphs  
Identifying diverse reviews about products Journal article
Haitao Zou, Zhiguo Gong, Weishu Hu. Identifying diverse reviews about products[J]. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2017, 20(2), 351-369.
Authors:  Haitao Zou;  Zhiguo Gong;  Weishu Hu
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.7/2.6 | Submit date：2018/10/30
Community Detection  Review Analysis  Social Network  
Identifying diverse reviews about products Journal article
Zou, H., Gong, Z. G., Hu, W.. Identifying diverse reviews about products[J]. World Wide Web Journal, 2017, 351-369.
Authors:  Zou, H.;  Gong, Z. G.;  Hu, W.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.7/2.6 | Submit date：2022/08/28
Community Detection  Review Analysis  Social Network