Junwei Cheng

PhD student, School of Computer Sciences, South China Normal University

Joined

September 2023

Names

Junwei Cheng (Preferred)

Emails

****@m.scnu.edu.cn (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

School of Computer Sciences, South China Normal University (scnu.edu.cn)

2020 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

community detection

2020 – 2026

Publications

Variational graph filter autoencoder for uncovering community structure in multiplex networks
Junwei Cheng, Chaobo He, Xiang Fei, Tianyong Hao, Hui Ma, Yong Tang
- Pattern Recognit. 2026
- Readers: Everyone
Rethinking Variational Bayes in Community Detection From Graph Signal Perspective
Junwei Cheng, Yong Tang, Chaobo He, Pengxing Feng, Kunlin Han, Quanlong Guan
- IEEE Trans. Knowl. Data Eng. 2025
- Readers: Everyone
DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction
Weixiong Liu, Junwei Cheng, Zhongyu Pan, Chaobo He, Quanlong Guan
- UAI 2025 Poster
- Readers: Everyone
DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction
Weixiong Liu, Junwei Cheng, Zhongyu Pan, Chaobo He, Quanlong Guan
- UAI 2025
- Readers: Everyone
When graph neural networks meet deep nonnegative matrix factorization: An encoder and decoder-like method for community detection
Junwei Cheng, Chaobo He, Xuequan Lin, Weixiong Liu, Kunlin Han, Yong Tang
- Expert Syst. Appl. 2025
- Readers: Everyone
Community-Aware Variational Autoencoder for Continuous Dynamic Networks
Junwei Cheng, Chaobo He, Pengxing Feng, Weixiong Liu, Kunlin Han, Yong Tang
- AAAI 2025
- Readers: Everyone
SGTrans: Signed Graph Transformer for Link Sign Prediction
Xuequan Lin, Hao Cheng, Junwei Cheng, Chaobo He, Qimai Chen
- IJCNN 2025
- Readers: Everyone
Detecting communities with multiple topics in attributed networks via self-supervised adaptive graph convolutional network
Chaobo He, Junwei Cheng, Guohua Chen, Quanlong Guan, Xiang Fei, Yong Tang
- Inf. Fusion 2024
- Readers: Everyone
Unveiling community structures in static networks through graph variational Bayes with evolution information
Junwei Cheng, Chaobo He, Kunlin Han, Gangbin Chen, Wanying Liang, Yong Tang
- Neurocomputing 2024
- Readers: Everyone
Community detection in attributed networks via adaptive deep nonnegative matrix factorization
Junwei Cheng, Yong Tang, Chaobo He, Kunlin Han, Ying Li, Jinhui Wei
- Neural Comput. Appl. 2024
- Readers: Everyone

View all 18 publications

Co-Authors

View all 26 co-authors