Ronghua Lin

South China Normal University — China

Computer Science · Physical Sciences

7h-index245citations57works2.52yr avg
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Research Topics

Recommender Systems and Techniques(23), Advanced Graph Neural Networks(22), Topic Modeling(19), Complex Network Analysis Techniques(10), Web Data Mining and Analysis(6)

Publications57 total

Avermectin and cyclobutrifluram cause oxidative stress and energy metabolic disorders of Caenorhabditis elegans
Pesticide Biochemistry and Physiology·2025
A Knowledge Graph-Enhanced Recommender System Based on Variational Graph Autoencoder
Tsinghua Science & Technology·2025Open Access
Multilevel Assessments Reveal that a Novel Fungicide Benzovindiflupyr Induces Concentration- and Time- Dependent Toxicity toward <i>Folsomia candida</i>
Journal of Agricultural and Food Chemistry·2025· 1 cited
A <sup>3</sup> VGAE: An Attribute-Augmented Adversarial Variational Graph Autoencoder for Link Prediction
IEEE Transactions on Computational Social Systems·2025
FSGMI:Graph Node Classification based on Feature Selection and Global Mutual Information Technology
2025Open Access
Motif and supernode-enhanced gated graph neural networks for session-based recommendation
Neural Networks·2025· 3 cited
High-performance language parallel database processing learning based on ant colony optimization algorithm of swarm intelligence
Intelligent Decision Technologies·2025· 1 citedOpen Access
Ecotoxicological effects of the neonicotinoid insecticide dinotefuran on springtails (Folsomia candida) at soil residual concentration
Pesticide Biochemistry and Physiology·2025· 6 cited
Efficient Approximation Algorithms for Several Positive Influence Dominating Set Problems in Social Networks
IEEE Transactions on Computational Social Systems·2025· 1 cited
Knowledge Graph-Enhanced Session-Based Recommendation with Two-Stage Feature Filtering
Communications in computer and information science·2025
Interactive Programming Knowledge Tracing with Adversarial Training
Communications in computer and information science·2025
A Scholar Recommendation System Based on Academic Social Network and Word Cloud
Communications in computer and information science·2025
SFSGNN: Soft Feature Selection Graph Neural Network for Alleviating Data Sparsity in Click-Through Rate Prediction
Communications in computer and information science·2025
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion
World Wide Web·2024· 7 cited
Exploring Named Entity Recognition via MacBERT-BiGRU and Global Pointer with Self-Attention
Big Data and Cognitive Computing·2024· 3 citedOpen Access
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation
World Wide Web·2024· 4 cited
SS4CTR: a semi-supervised framework for enhancing click-through rate prediction in sparse and imbalanced data
World Wide Web·2024
An attention mechanism and residual network based knowledge graph-enhanced recommender system
Knowledge-Based Systems·2024· 20 cited
Entity-Relation Guided Random Walk for Link Prediction in Knowledge Graphs
IEEE Transactions on Computational Social Systems·2024· 3 cited
A unified embedding-based relation completion framework for knowledge graph
Knowledge-Based Systems·2024· 2 cited
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Frequent Co-authors

Yong Tang(33), Chengzhe Yuan(13), Hao Zhong(10), Weisheng Li(7), Chengjie Mao(7), Feiyi Tang(6), Chengzhou Fu(5), Dingding Li(5), Chaobo He(5), Chao Chang(4), Weisheng Li(4), Zuoxi Yang(3), Zhihong Pan(3), Aftab Akram(2), Yuncheng Jiang(2), Jianguo Li(2), Yong Tang(2), Qing Xu(2), Jiale Zhang(2), Hanfu Zhang(2)