Linhao Luo

76 papers A* 11A 3B 1Journal 46Unranked 15
YearRankTypeTitle / Venue / Authors
2026 — conf
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing.
EACL (Volume 1: Long Papers)
Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan
2026 J jnl
CARD: Towards Conditional Design of Multi-agent Topological Structures.
CoRR
Tongtong Wu, Yanming Li, Ziye Tang, Chen Jiang, Linhao Luo, Guilin Qi, Shirui Pan, Gholamreza Haffari
2026 — conf
EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning.
KDD (1)
Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang
2026 J jnl
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion.
ACM Trans. Intell. Syst. Technol.
Zicheng Zhao, Linhao Luo, Shirui Pan, Chengqi Zhang, Chen Gong
2025 — conf
$\mathrm{D}^{2}$ KGMed: Dynamic Diagnostic Knowledge Graphs for Medical Diagnosis Prediction.
BIBM
Jie Zhang, Gaoyang Zheng, Hang Lv, Linhao Luo, Guofang Ma, Zhigang Lin, Xiping Chen, Yanchao Tan
2025 — conf
A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare.
KDD (2)
Ran Xu, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun, Carl Yang
2025 J jnl
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing.
CoRR
Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan
2025 J jnl
Beyond Static Boundaries: Unraveling Temporal Overlapping Communities with Information Bottleneck Guidance.
ACM Trans. Knowl. Discov. Data
Moli Lu, Linhao Luo, Xiaofeng Zhang
2025 — conf
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning.
PAKDD (2)
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2025 — conf
Continual Learning of Large Language Models.
EMNLP (Tutorial Abstracts)
Tongtong Wu, Thuy-Trang Vu, Linhao Luo, Gholamreza Haffari
2025 A* conf
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation.
WWW
Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li
2025 J jnl
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation.
CoRR
Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li
2025 J jnl
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge.
CoRR
Linhao Luo, Zicheng Zhao, Junnan Liu, Zhangchi Qiu, Junnan Dong, Serge Panev, Chen Gong, Thuy-Trang Vu, Gholamreza Haffari, Dinh Q. Phung, Alan Wee-Chung Liew, Shirui Pan
2025 J jnl
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation.
CoRR
Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Dinh Q. Phung, Chen Gong, Shirui Pan
2025 — conf
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems.
PAKDD (3)
Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew
2025 J jnl
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems.
CoRR
Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew
2025 A* conf
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models.
ICML
Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan
2025 — conf
Integrating Large Language Models and Knowledge Graphs for Next-level AGI.
WWW (Companion Volume)
Linhao Luo, Carl Yang, Evgeny Kharlamov, Shirui Pan
2025 J jnl
LLM-powered explanations: Unraveling recommendations through subgraph reasoning.
Knowl. Based Syst.
Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li
2025 A* conf
Reasoning Over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations.
ICDM
Zhangchi Qiu, Linhao Luo, Shirui Pan, Alan Wee-Chung Liew
2025 J jnl
Rrcn: a reinforced random convolutional network-based reciprocal recommendation approach for online dating.
Knowl. Inf. Syst.
Linhao Luo, Liqi Yang, Ju Xin, Yixiang Fang, Xiaofeng Zhang, Kai Liu
2025 J jnl
Scalable Frame-Based Construction of Sociocultural Norm Bases for Socially Aware Dialogues.
ACM Trans. Multim. Comput. Commun. Appl.
Shilin Qu, Weiqing Wang, Xin Zhou, Haolan Zhan, Zhuang Li, Lizhen Qu, Linhao Luo, Yuan-Fang Li, Gholamreza Haffari
2025 J jnl
SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking.
CoRR
Junnan Liu, Linhao Luo, Thuy-Trang Vu, Gholamreza Haffari
2025 — conf
SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer.
PAKDD (2)
Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan
2025 J jnl
The Social Cost of Intelligence: Emergence, Propagation, and Amplification of Stereotypical Bias in Multi-Agent Systems.
CoRR
Thi-Nhung Nguyen, Linhao Luo, Thuy-Trang Vu, Dinh Q. Phung
2025 J jnl
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning.
CoRR
Junnan Dong, Siyu An, Yifei Yu, Qian-Wen Zhang, Linhao Luo, Xiao Huang, Yunsheng Wu, Di Yin, Xing Sun
2024 J jnl
Continual Learning for Large Language Models: A Survey.
CoRR
Tongtong Wu, Linhao Luo, Yuan-Fang Li, Shirui Pan, Thuy-Trang Vu, Gholamreza Haffari
2024 — conf
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs.
ACL (Findings)
Thi Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari
2024 J jnl
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs.
CoRR
Minh-Vuong Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari
2024 J jnl
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion.
CoRR
Zicheng Zhao, Linhao Luo, Shirui Pan, Chengqi Zhang, Chen Gong
2024 J jnl
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models.
CoRR
Linhao Luo, Zicheng Zhao, Chen Gong, Gholamreza Haffari, Shirui Pan
2024 J jnl
Knowledge Graph and Large Language Model Co-learning via Structure-oriented Retrieval Augmented Generation.
IEEE Data Eng. Bull.
Carl Yang, Ran Xu, Linhao Luo, Shirui Pan
2024 J jnl
LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning.
CoRR
Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li
2024 A* conf
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning.
NeurIPS
Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
2024 J jnl
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning.
CoRR
Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
2024 A* conf
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning.
AAAI
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2024 B conf
OCDIB: An Information Bottleneck-Guided Approach for Overlapping Community Detection.
IJCNN
Moli Lu, Linhao Luo, Xiaofeng Zhang
2024 — conf
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations.
NAACL-HLT (Findings)
Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Ingrid Zukerman, Lay-Ki Soon, Zhaleh Semnani-Azad, Gholamreza Haffari
2024 J jnl
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations.
CoRR
Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Lay-Ki Soon, Zhaleh Semnani-Azad, Ingrid Zukerman, Gholamreza Haffari
2024 A* conf
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.
ICLR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2024 J jnl
SADAS: A Dialogue Assistant System Towards Remediating Norm Violations in Bilingual Socio-Cultural Conversations.
CoRR
Yuncheng Hua, Zhuang Li, Linhao Luo, Kadek Ananta Satriadi, Tao Feng, Haolan Zhan, Lizhen Qu, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari
2024 J jnl
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues.
CoRR
Shilin Qu, Weiqing Wang, Xin Zhou, Haolan Zhan, Zhuang Li, Lizhen Qu, Linhao Luo, Yuan-Fang Li, Gholamreza Haffari
2024 J jnl
Unifying Large Language Models and Knowledge Graphs: A Roadmap.
IEEE Trans. Knowl. Data Eng.
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
2024 J jnl
Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational Recommendation.
CoRR
Zhangchi Qiu, Linhao Luo, Shirui Pan, Alan Wee-Chung Liew
2023 J jnl
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects.
CoRR
Jiapu Wang, Boyue Wang, Meikang Qiu, Shirui Pan, Bo Xiong, Heng Liu, Linhao Luo, Tengfei Liu, Yongli Hu, Baocai Yin, Wen Gao
2023 J jnl
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning.
CoRR
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
GSim: A Graph Neural Network Based Relevance Measure for Heterogeneous Graphs.
IEEE Trans. Knowl. Data Eng.
Linhao Luo, Yixiang Fang, Moli Lu, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
2023 A conf
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
WSDM
Linhao Luo, Gholamreza Haffari, Shirui Pan
2023 A* conf
MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation.
ICDE
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan
2023 J jnl
MedGraph: malicious edge detection in temporal reciprocal graph via multi-head attention-based GNN.
Neural Comput. Appl.
Kai Chen, Ziao Wang, Kai Liu, Xiaofeng Zhang, Linhao Luo
2023 J jnl
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning.
CoRR
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2023 A* conf
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.
SIGIR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.
CoRR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.
CoRR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 A* conf
SocialDial: A Benchmark for Socially-Aware Dialogue Systems.
SIGIR
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, Gholamreza Haffari
2023 J jnl
SocialDial: A Benchmark for Socially-Aware Dialogue Systems.
CoRR
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, Gholamreza Haffari
2023 — conf
Systematic Assessment of Factual Knowledge in Large Language Models.
EMNLP (Findings)
Linhao Luo, Thuy-Trang Vu, Dinh Q. Phung, Gholamreza Haffari
2023 J jnl
Systematic Assessment of Factual Knowledge in Large Language Models.
CoRR
Linhao Luo, Thuy-Trang Vu, Dinh Q. Phung, Gholamreza Haffari
2023 — conf
Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-Guided Neural Process Approach.
ECML/PKDD (3)
Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
2023 J jnl
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach.
CoRR
Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
2023 J jnl
Unifying Large Language Models and Knowledge Graphs: A Roadmap.
CoRR
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
2022 J jnl
DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating.
Neural Comput. Appl.
Linhao Luo, Xiaofeng Zhang, Xiaoyun Chen, Kai Liu, Dan Peng, Xiaofei Yang
2022 J jnl
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs.
CoRR
Linhao Luo, Yixiang Fang, Moli Lu, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
2022 J jnl
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
CoRR
Linhao Luo, Reza Haffari, Shirui Pan
2022 J jnl
MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation.
CoRR
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Binqiang Zhao, Ziyang Zheng, Shirui Pan
2022 A* conf
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on.
IJCAI
Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang, Yuan He
2022 J jnl
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on.
CoRR
Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang, Yuan He
2022 A* conf
Why do Semantically Unrelated Categories Appear in the Same Session?: A Demand-aware Method.
SIGIR
Liqi Yang, Linhao Luo, Xiaofeng Zhang, Fengxin Li, Xinni Zhang, Zelin Jiang, Shuai Tang
2021 J jnl
CP-GNN: A Software for Community Detection in Heterogeneous Information Networks.
Softw. Impacts
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
2021 A conf
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model.
CIKM
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
2021 J jnl
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model.
CoRR
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
2020 — conf
A Motif-Based Graph Neural Network to Reciprocal Recommendation for Online Dating.
ICONIP (2)
Linhao Luo, Kai Liu, Dan Peng, Yaolin Ying, Xiaofeng Zhang
2020 — conf
Correlated Wasserstein Autoencoder for Implicit Data Recommendation.
WI/IAT
Linying Yao, Jingbin Zhong, Xiaofeng Zhang, Linhao Luo
2020 J jnl
RRCN: A Reinforced Random Convolutional Network based Reciprocal Recommendation Approach for Online Dating.
CoRR
Linhao Luo, Liqi Yang, Ju Xin, Yixiang Fang, Xiaofeng Zhang, Xiaofei Yang, Kai Chen, Zhiyuan Zhang, Kai Liu
2020 A conf
Structure Matters: Towards Generating Transferable Adversarial Images.
ECAI
Dan Peng, Zizhan Zheng, Linhao Luo, Xiaofeng Zhang
2019 J jnl
Structure Matters: Towards Generating Transferable Adversarial Images.
CoRR
Dan Peng, Zizhan Zheng, Linhao Luo, Xiaofeng Zhang