Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
NeurIPS 2024.
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
Nguyen Minh-Vuong, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari
ACL 2024.
Systematic Assessment of Factual Knowledge in Large Language Models
Linhao Luo, Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari
EMNLP 2023.
[Code&data]
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
ICLR 2024.
[Code&data] [Slides] [Poster]
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Arxiv 2023.
[Code&data]
Unifying Large Language Models and Knowledge Graphs: A Roadmap.
Shirui Pan, Linhao Luo (Equal contribution), Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu.
IEEE Transactions on Knowledge and Data Engineering, (TKDE, CCF-A, Core A).
[Code&data]
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach.
Zicheng Zhao, Linhao Luo (Equal contribution), Shirui Pan,Quoc Viet Hung Nguyen, Chen Gong.
ECML PKDD 2023 (CCF-B, Core A).
[Code&data]
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs.
Linhao Luo, Yixiang Fang, Moli Lu, Xin Cao, Xiaofeng Zhang, and Wenjie Zhang.
IEEE Transactions on Knowledge and Data Engineering, (TKDE, CCF-A, Core A).
[Code&data]
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, and Shirui Pan.
SIGIR 2023 (CCF-A, Core A*).
[Code&data]
MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation.
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, and Shirui Pan.
ICDE 2023, Industry and Applications Track (CCF-A, Core A*).
[Code&data] [Slides]
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
Linhao Luo, Reza Haffari, Shirui Pan.
WSDM 2023 (CCF-B, Core A*).
[Code&data] [Slides] [Poster]
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model.
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang.
In Proceedings of the 30th ACM International Conference on Information & Knowledge Management (CIKM 2021, CCF-B, Core A), pp. 1170-1180.
[Code&data]