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Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization Conference paper
Su, Houcheng, Luo, Weihao, Liu, Daixian, Wang, Mengzhu, Tang, Jing, Chen, Junyang, Wang, Cong, Chen, Zhenghan. Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization[C], 2024, 15091-15099.
Authors:  Su, Houcheng;  Luo, Weihao;  Liu, Daixian;  Wang, Mengzhu;  Tang, Jing; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Ml: Transfer  Domain Adaptation  Multi-task Learning  Cv: Other Foundations Of Computer Vision  General  
Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks Journal article
Wang, Huan, Liu, Ruigang, Shi, Chuanqi, Chen, Junyang, Fang, Lei, Liu, Shun, Gong, Zhiguo. Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks[J]. ACM Transactions on Knowledge Discovery from Data, 2023, 18(2).
Authors:  Wang, Huan;  Liu, Ruigang;  Shi, Chuanqi;  Chen, Junyang;  Fang, Lei; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.0/3.9 | Submit date：2024/01/10
Edge-type Disturbance  Heterogeneous Network  Link Prediction  
A Neural Inference of User Social Interest for Item Recommendation Journal article
Chen, Junyang, Chen, Ziyi, Wang, Mengzhu, Fan, Ge, Zhong, Guo, Liu, Ou, Du, Wenfeng, Xu, Zhenghua, Gong, Zhiguo. A Neural Inference of User Social Interest for Item Recommendation[J]. Data Science and Engineering, 2023, 8(3), 223-233.
Authors:  Chen, Junyang;  Chen, Ziyi;  Wang, Mengzhu;  Fan, Ge;  Zhong, Guo; et al.
Favorite | TC[WOS]:2 TC[Scopus]:6  IF:5.1/3.6 | Submit date：2023/10/10
Item Recommendation  Neural Variational Inference  User Interest Summarization  
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  
Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation Journal article
Wei Wang, Junyang Chen, Jinzhong Wang, Junxin Chen, Jinquan Liu, Zhiguo Gong. Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation[J]. IEEE Transactions on Industrial Informatics, 2020, 16(9), 6124-6132.
Authors:  Wei Wang;  Junyang Chen;  Jinzhong Wang;  Junxin Chen;  Jinquan Liu; et al.
Favorite | TC[WOS]:98 TC[Scopus]:106  IF:11.7/11.4 | Submit date：2020/12/04
Location-based Social Network  Point Of Interests (Pois)  Social Internet Of Things  Trust