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Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Cong Wang, Zhenghua Xu, Jianming Lv, Xueliang Li, Kaishun Wu, Weiwen Liu. Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(12), 7079-7090.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Cong Wang;  Zhenghua Xu; et al.
Favorite | TC[WOS]:19 TC[Scopus]:16  IF:10.2/10.4 | Submit date：2023/01/30
Adversarial Learning  Graph Neural Network  Inductive Learning  Negative Sampling (Ns)  Network Embedding  
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  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Xiao Dong. CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(8), 3675-3777.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2021/03/09
Collaborative Representation Learning (Crl)  Global And Local Contexts  Network Embeddings  Network Representation Learning (Nrl)  Topic Modeling  
Inductive Document Representation Learning for Short Text Clustering Conference paper
Chen, Junyang, Gong, Zhiguo, Wang, Wei, Dong, Xiao, Wang, Wei, Liu, Weiwen, Wang, Cong, Chen, Xian. Inductive Document Representation Learning for Short Text Clustering[C], 2021, 600-616.
Authors:  Chen, Junyang;  Gong, Zhiguo;  Wang, Wei;  Dong, Xiao;  Wang, Wei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:4 | Submit date：2022/05/13
HNS: Hierarchical negative sampling for network representation learning Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu. HNS: Hierarchical negative sampling for network representation learning[J]. Information Sciences, 2021, 542, 343-356.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu
Favorite | TC[WOS]:15 TC[Scopus]:17  IF:0/0 | Submit date：2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning  
Personalized Re-ranking with Item Relationships for E-commerce Conference paper
Liu, Weiwen, Liu, Qing, Tang, Ruiming, Chen, Junyang, He, Xiuqiang, Heng, Pheng Ann. Personalized Re-ranking with Item Relationships for E-commerce[C], 2020, 925-934.
Authors:  Liu, Weiwen;  Liu, Qing;  Tang, Ruiming;  Chen, Junyang;  He, Xiuqiang; et al.
Favorite | TC[WOS]:18 TC[Scopus]:28 | Submit date：2021/12/06
Graph Neural Networks  Item Relationships  Personalized Re-ranking  Recommendation  
Adversarial learning for overlapping community detection and network embedding Journal article
Chen, Junyang, Gong, Zhiguo, Dai, Quanyu, Yuan, Chunyuan, Liu, Weiwen. Adversarial learning for overlapping community detection and network embedding[J]. Frontiers in Artificial Intelligence and Applications, 2020, 325, 1071-1078.
Authors:  Chen, Junyang;  Gong, Zhiguo;  Dai, Quanyu;  Yuan, Chunyuan;  Liu, Weiwen
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2021/12/06
TAM: Targeted Analysis Model with Reinforcement Learning on Short Texts Journal article
Chen, Junyang, Gong, Zhiguo, Wang, Wei, Liu, Weiwen, Yang, Ming, Wang, Cong. TAM: Targeted Analysis Model with Reinforcement Learning on Short Texts[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 32(6), 2772-2781.
Authors:  Chen, Junyang;  Gong, Zhiguo;  Wang, Wei;  Liu, Weiwen;  Yang, Ming; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:10.2/10.4 | Submit date：2021/12/08
Reinforcement Learning (Rl)  Targeted Analysis Model (Tam)  Text Mining  Topic Modeling  
A Dirichlet process biterm-based mixture model for short text stream clustering Journal article
Junyang Chen, Zhiguo Gong, Weiwen Liu. A Dirichlet process biterm-based mixture model for short text stream clustering[J]. Applied Intelligence, 2020, 50(5), 1609-1619.
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite | TC[WOS]:33 TC[Scopus]:50  IF:3.4/3.9 | Submit date：2021/03/09
Data Mining  Stream Clustering  Topic Modeling  
A nonparametric model for online topic discovery with word embeddings Journal article
Junyang Chen, Zhiguo Gong, Weiwen Liu. A nonparametric model for online topic discovery with word embeddings[J]. Information Sciences, 2019, 504, 32-47.
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite | TC[WOS]:39 TC[Scopus]:55  IF:0/0 | Submit date：2021/03/09
Clustering  Data Mining  Nonparametric Model  Online Topic Discovery  Topic Model  Word Embeddings