Linhao Luo

Monash University — Australia

Computer Science · Physical Sciences

12h-index1.2kcitations66works25.42yr avg
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Research Topics

Advanced Graph Neural Networks(28), Topic Modeling(24), Recommender Systems and Techniques(11), Complex Network Analysis Techniques(9), Natural Language Processing Techniques(9)

Publications66 total

$\mathrm{D}^{2}$ KGMed: Dynamic Diagnostic Knowledge Graphs for Medical Diagnosis Prediction
2025
Reasoning Over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
2025
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
ACM Transactions on Intelligent Systems and Technology·2025
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
arXiv (Cornell University)·2025Open Access
Large lithium-ion battery model for secure shared electric bike battery in smart cities
Nature Communications·2025· 3 citedOpen Access
Rrcn: a reinforced random convolutional network-based reciprocal recommendation approach for online dating
Knowledge and Information Systems·2025
A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare
2025· 4 citedOpen Access
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
arXiv (Cornell University)·2025Open Access
Integrating Large Language Models and Knowledge Graphs for Next-level AGI
2025· 1 citedOpen Access
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
2025· 7 citedOpen Access
Beyond Static Boundaries: Unraveling Temporal Overlapping Communities with Information Bottleneck Guidance
ACM Transactions on Knowledge Discovery from Data·2025
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
arXiv (Cornell University)·2025Open Access
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
arXiv (Cornell University)·2025Open Access
Continual Learning of Large Language Models
2025· 4 citedOpen Access
SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer
Lecture notes in computer science·2025
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
Lecture notes in computer science·2025· 4 cited
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
Lecture notes in computer science·2025· 3 cited
Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
arXiv (Cornell University)·2024· 1 citedOpen Access
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
arXiv (Cornell University)·2024· 5 citedOpen Access
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Shirui Pan(22), Gholamreza Haffari(13), Xiaofeng Zhang(9), Yuan-Fang Li(8), Yixiang Fang(6), Jiapu Wang(5), Thuy-Trang Vu(5), Zhao Li(5), Yufei Wang(4), Haolan Zhan(4), Lizhen Qu(4), Wenjie Zhang(4), Alan Wee‐Chung Liew(4), Zicheng Zhao(4), Bo Xiong(3), Yongli Hu(3), Baocai Yin(3), Xiaofei Yang(3), Dinh Phung(3), Zhuang Li(3)