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Complex graph convolutional network for link prediction in knowledge graphs Journal article
Expert Systems with Applications, 2022,Volume: 200
Authors:  Zeb, Adnan;  Saif, Summaya;  Chen, Junde;  Haq, Anwar Ul;  Gong, Zhiguo;  Zhang, Defu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Complex Embeddings  Graph Convolutional Network  Knowledge Graph  Link Prediction  Tensor Decomposition  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 8,Page: 3675-3777
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
A Deep Neural Network for Crossing-City POI Recommendations Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 8,Page: 3536-3548
Authors:  Li, Dichao;  Gong, Zhiguo
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/08/02
Crossing-city  Deep Learning  Density-based Resampling  Poi Recommendation  Transfer Learning  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 6,Page: 3002
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite |  | TC[WOS]:3 TC[Scopus]:1 | Submit date:2021/03/09
Cd1 Learning  Clustering Algorithms  Encoding  Feature Extraction  Image Clustering  Image Reconstruction  Machine Learning  Multi-clustering Integration Rbm  Task Analysis  Training  Unsupervised Feature Learning  
A Simple yet Effective Layered Loss for Pre-training of Network Embedding Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Li, Xueliang;  Li, Yuanman;  Li, Paul;  Wang, Mengzhu;  Zhang, Xiang;  Gong, Zhiguo;  Wu, Kaishun;  Leung, Victor C.M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Graph Neural Networks  Layered Loss  Network Embedding  Pre-training Of Unlabeled Nodes  
Meta-path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Gong, Zhiguo;  Li, Yuanman;  Zhang, Huanjian;  Yu, Hongyong;  Zhu, Junzhang;  Fan, Ge;  Wu, Xiao Ming;  Wu, Kaishun
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/05/17
Behavioral Target Generalization  Ctr Prediction  Predictive Models  Recommender Systems  Recommender Systems  Semantics  Sequential Recommendation  Task Analysis  Training  Transformers  User Experience  
NI-UDA: Graph Contrastive Domain Adaptation for Non-Shared-and-Imbalanced Unsupervised Domain Adaptation Journal article
IEEE Transactions on Aerospace and Electronic Systems, 2022
Authors:  Xiao, Guangyi;  Xiang, Weiwei;  Peng, Shun;  Chen, Hao;  Guo, Jingzhi;  Gong, Zhiguo
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/29
LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hyderabad, India, 2022-04-11
Authors:  Yang, Geping;  Deng, Sucheng;  Yang, Yiyang;  Gong, Zhiguo;  Chen, Xiang;  Hao, Zhifeng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Data Quantization  Machine Learning  Scalability  Spectral Clustering  
Multi-local Collaborative AutoEncoder Journal article
Knowledge-Based Systems, 2022,Volume: 239
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering  
Recurrent Coupled Topic Modeling over Sequential Documents Journal article
ACM Transactions on Knowledge Discovery from Data, 2022,Volume: 16,Issue: 1
Authors:  Guo, Jinjin;  Cao, Longbing;  Gong, Zhiguo
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Bayesian Network  Data Augmentation  Dropout  Gibbs Sampling  Multiple Dependency  Topic Coupling  Topic Evolution  Topic Modeling