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CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media Journal article
Chen, Junyang, Guo, Jingcai, Li, Xueliang, Wang, Huan, Xu, Zhenghua, Gong, Zhiguo, Zhang, Liangjie, Leung, Victor C.M.. CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Chen, Junyang;  Guo, Jingcai;  Li, Xueliang;  Wang, Huan;  Xu, Zhenghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/11/05
Contrastive Graph Context Prediction  Sequential Learning  Social Media Short Text Representation Learning  Sparsity Problem  Text Mining  
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation Journal article
Chen, Junyang, Wang, Mengzhu, Zhang, Haodi, Xu, Zhenghua, Li, Xueliang, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. IRLM: Inductive Representation Learning Model for Personalized POI Recommendation[J]. IEEE Transactions on Computational Social Systems, 2023, 10(5), 2827-2836.
Authors:  Chen, Junyang;  Wang, Mengzhu;  Zhang, Haodi;  Xu, Zhenghua;  Li, Xueliang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.5/4.6 | Submit date：2023/01/30
Inductive Representation Learning  Location-based Social Network (Lsbn)  Poi Recommendation  Smart Cities  Representation Learning  Feature Extraction  Trajectory  Training  Standards  Social Networking (Online)  Smart Cities  
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  
Vehicle power train optimization using multi-objective bird swarm algorithm Journal article
Wu, Dongmei, Pun, Chi-Man, Xu, Bin, Gao, Hao, Wu, Zhenghua. Vehicle power train optimization using multi-objective bird swarm algorithm[J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79(21-22), 14319-14339.
Authors:  Wu, Dongmei;  Pun, Chi-Man;  Xu, Bin;  Gao, Hao;  Wu, Zhenghua
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.0/2.9 | Submit date：2019/05/21
Bird Swarm Algorithm  Mobsa  Multi-objective Optimization  Constraint  Vehicle Power Train Optimization