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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.  
TAM: Targeted Analysis Model with Reinforcement Learning on Short Texts Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 6,Page: 2772-2781
Authors:  Chen, Junyang;  Gong, Zhiguo;  Wang, Wei;  Liu, Weiwen;  Yang, Ming;  Wang, Cong
Favorite |  | TC[WOS]:3 TC[Scopus]:2 | Submit date:2021/12/08
Reinforcement Learning (Rl)  Targeted Analysis Model (Tam)  Text Mining  Topic Modeling  
HNS: Hierarchical negative sampling for network representation learning Journal article
Information Sciences, 2021,Volume: 542,Page: 343-356
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning  
Inductive Document Representation Learning for Short Text Clustering Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Chen, Junyang;  Gong, Zhiguo;  Wang, Wei;  Dong, Xiao;  Wang, Wei;  Liu, Weiwen;  Wang, Cong;  Chen, Xian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Personalized Re-ranking with Item Relationships for E-commerce Conference paper
International Conference on Information and Knowledge Management, Proceedings, Virtual Event Ireland, October 19 - 23, 2020
Authors:  Liu, Weiwen;  Liu, Qing;  Tang, Ruiming;  Chen, Junyang;  He, Xiuqiang;  Heng, Pheng Ann
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2021/12/06
Graph Neural Networks  Item Relationships  Personalized Re-ranking  Recommendation  
Adversarial learning for overlapping community detection and network embedding Conference paper
Frontiers in Artificial Intelligence and Applications, European Assoc Artificial Intelligence, ELECTR NETWORK, AUG 29-SEP 08, 2020
Authors:  Chen, Junyang;  Gong, Zhiguo;  Dai, Quanyu;  Yuan, Chunyuan;  Liu, Weiwen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/06
A Dirichlet process biterm-based mixture model for short text stream clustering Journal article
Applied Intelligence, 2020,Volume: 50,Issue: 5,Page: 1609-1619
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite |  | TC[WOS]:16 TC[Scopus]:20 | Submit date:2021/03/09
Data Mining  Stream Clustering  Topic Modeling  
A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite |  | TC[WOS]:21 TC[Scopus]:22 | Submit date:2021/03/09
Clustering  Data Mining  Nonparametric Model  Online Topic Discovery  Topic Model  Word Embeddings