Selected Publications

• Systematic Assessment of Factual Knowledge in Large Language Models
  Linhao Luo, Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari
  EMNLP 2023.
• 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.
• Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
  Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
  ICLR 2024.
  [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.
• 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.
• 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).
• SocialDial: A Benchmark for Socially-Aware Dialogue Systems.
  Haolan Zhan, Zhuang Li, Yufei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad and Gholamreza Haffari.
  SIGIR 2023, Resource Papers Track (CCF-A, Core A*).
• 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]
• MedGraph: malicious edge detection in temporal reciprocal graph via multi-head attention-based GNN.
  Kai Chen, Ziao Wang, Kai Liu, Xiaofeng Zhang, Linhao Luo.
  Neural Computing and Applications (2023).
• RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on.
  Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang and Yuan He.
  IJCAI 2022 (CCF-A, Core A*).
  [Code&data]
• Why do Semantically Unrelated Categories Appear in the Same Session? A Demand-aware Method.
  Liqi Yang, Linhao Luo, Xiaofeng Zhang, Fengxin Li, Xinni Zhang, Zelin Jiang and Shuai Tang.
  Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, short paper (SIGIR 2022, CCF-A, Core A*).
• DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating.
  Linhao Luo, Xiaofeng Zhang, Xiaoyun Chen, Kai Liu, Dan Peng, Xiaofei Yang.
  Neural Computing and Applications (2022).
• CP-GNN: A Software for Community Detection in Heterogeneous Information Networks. Linhao Luo,
  Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang.
  Software Impacts, 2021, 10: 100169.
• 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]
• Correlated Wasserstein Autoencoder for Implicit Data Recommendation.
  Yinlin Yao, Jinbing Zhong, Xiaofeng Zhang, Linhao Luo.
  In 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2020), pp. 417-422.
• A Motif-based Graph Neural Network to Reciprocal Recommendation for Online Dating.
  Linhao Luo, Kai Liu, Dan Peng, Yaolin Ying, and Xiaofeng Zhang.
  27th International Conference on Neural Information Processing (ICONIP 2020)
  [Code&data]
• Rrcn: A reinforced random convolutional network based reciprocal recommendation approach for online dating.
  Luo L, Yang L, Xin J, et al.
  arXiv preprint arXiv:2011.12586.
• Structure Matters: Towards Generating Transferable Adversarial Images.
  Dan Peng, Zizhan Zheng, Linhao Luo and Xiaofeng Zhang.
  24th European Conference on Artificial Intelligence (ECAI 2020).
• Deepbot: A Deep Neural Network Based Approach for Detecting Twitter Bots.
  Linhao Luo, Xiaofeng Zhang, Xiaofei Yang and Weihuang Yang.
  IOP Conference Series: Materials Science and Engineering, volume 719, number 1.