Ronghua Lin

Postdoc, School of Computer Science, South China Normal University

Joined

February 2025

Names

Ronghua Lin (Preferred)

Emails

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

Personal Links

Career & Education History

Postdoc

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

2023 – 2026

PhD student

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

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Yong Tang

2017 – 2023

Expertise

educational big data

2020 – 2025

social network analysis

2017 – 2025

recommender system

2017 – 2025

Publications

AVGAE: An Attribute-Augmented Adversarial Variational Graph Autoencoder for Link Prediction
Zhihong Pan, Zhijie Zhong, Lingling Wei, Yunxuan Lin, Weisheng Li, Ronghua Lin, Yong Tang
- IEEE Trans. Comput. Soc. Syst. 2025
- Readers: Everyone
Efficient Approximation Algorithms for Several Positive Influence Dominating Set Problems in Social Networks
Hao Zhong, Weisheng Li, Qi Zhang, Ronghua Lin, Yong Tang
- IEEE Trans. Comput. Soc. Syst. 2025
- Readers: Everyone
Influence Maximization in Multi-layer Social Networks Based on Differentiated Graph Embeddings
Ronghua Lin, Runbin Yao, Yijia Wang, Junjie Lin, Zhengyang Wu, Yong Tang
- CoRR 2025
- Readers: Everyone
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion
Hao Zhong, Qi Zhang, Weisheng Li, Ronghua Lin, Yong Tang
- World Wide Web (WWW) 2025
- Readers: Everyone
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation
Ronghua Lin, Feiyi Tang, Chengzhe Yuan, Hao Zhong, Weisheng Li, Yong Tang
- World Wide Web (WWW) 2025
- Readers: Everyone
Motif and supernode-enhanced gated graph neural networks for session-based recommendation
Ronghua Lin, Chang Liu, Hao Zhong, Chengzhe Yuan, Guohua Chen, Yuncheng Jiang, Yong Tang
- Neural Networks 2025
- Readers: Everyone
SS4CTR: a semi-supervised framework for enhancing click-through rate prediction in sparse and imbalanced data
Junming Zhou, Chao Chang, Weisheng Li, Ronghua Lin, Zhengyang Wu, Yong Tang
- World Wide Web (WWW) 2024
- Readers: Everyone
Entity-Relation Guided Random Walk for Link Prediction in Knowledge Graphs
Weisheng Li, Hao Zhong, Ronghua Lin, Chao Chang, Zhihong Pan, Yong Tang
- IEEE Trans. Comput. Soc. Syst. 2024
- Readers: Everyone
An attention mechanism and residual network based knowledge graph-enhanced recommender system
Weisheng Li, Hao Zhong, Junming Zhou, Chao Chang, Ronghua Lin, Yong Tang
- Knowl. Based Syst. 2024
- Readers: Everyone
Exploring Named Entity Recognition via MacBERT-BiGRU and Global Pointer with Self-Attention
Chengzhe Yuan, Feiyi Tang, Chun Shan, Weiqiang Shen, Ronghua Lin, Chengjie Mao, Junxian Li
- Big Data Cogn. Comput. 2024
- Readers: Everyone

View all 43 publications

Co-Authors

View all 86 co-authors