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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
TFC: Transformer Fused Convolution for Adversarial Domain Adaptation
Journal article
Wang, Mengzhu, Chen, Junyang, Wang, Ye, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. TFC: Transformer Fused Convolution for Adversarial Domain Adaptation[J]. IEEE Transactions on Computational Social Systems, 2024, 11(1), 697-706.
Authors:
Wang, Mengzhu
;
Chen, Junyang
;
Wang, Ye
;
Gong, Zhiguo
;
Wu, Kaishun
; et al.
Favorite
|
TC[WOS]:
1
TC[Scopus]:
3
IF:
4.5
/
4.6
|
Submit date:2024/02/22
Convolutional Neural Networks (Cnns)
Transfer Fused Convolution
Unsupervised Domain Adaptation (Uda)
Vision Transform
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 Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media
Conference paper
Chen,Junyang, Fan,Ge, Gong,Zhiguo, Li,Xueliang, Leung,Victor C.M., Wang,Mengzhu, Yang,Ming. A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media[C]:Springer Science and Business Media Deutschland GmbH, 2023, 537-546.
Authors:
Chen,Junyang
;
Fan,Ge
;
Gong,Zhiguo
;
Li,Xueliang
;
Leung,Victor C.M.
; et al.
Favorite
|
TC[Scopus]:
5
|
Submit date:2023/08/03
A Simple yet Effective Layered Loss for Pre-training of Network Embedding
Journal article
Chen, Junyang, Li, Xueliang, Li, Yuanman, Li, Paul, Wang, Mengzhu, Zhang, Xiang, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. A Simple yet Effective Layered Loss for Pre-training of Network Embedding[J]. IEEE Transactions on Network Science and Engineering, 2022, 9(3), 1827 - 1837.
Authors:
Chen, Junyang
;
Li, Xueliang
;
Li, Yuanman
;
Li, Paul
;
Wang, Mengzhu
; et al.
Favorite
|
TC[WOS]:
6
TC[Scopus]:
3
IF:
6.7
/
6.0
|
Submit date:2022/05/17
Graph Neural Networks
Layered Loss
Network Embedding
Pre-training Of Unlabeled Nodes