| 2026 | ACL | Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG. | Chuang Zhou, Zheng Yuan, Linhao Luo, Zhaozhuo Xu, Yilin Xiao, Junnan Dong, Siyu An, Di Yin, Xing Sun, Xiao Huang |
| 2026 | CPAIOR | Integrating Bayesian Optimization and Combinatorial Optimization for LEO Satellite Constellation Design. | Linhao Luo, Trudy Lam, Vicky Mak |
| 2026 | EACL | Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing. | Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan |
| 2026 | KDD | EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning. | Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang |
| 2026 | PAKDD | MedGLM: Unifying Graph Neural Networks and Large Language Models for Knowledge Graph-Grounded Healthcare Prediction. | Tri Khang Ho, Linhao Luo, Zihang Liu, Haishuai Wang, Ling Chen |
| 2025 | EMNLP | Continual Learning of Large Language Models. | Tongtong Wu, Thuy-Trang Vu, Linhao Luo, Gholamreza Haffari |
| 2025 | ICDM | Reasoning Over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations. | Zhangchi Qiu, Linhao Luo, Shirui Pan, Alan Wee-Chung Liew |
| 2025 | ICML | Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models. | Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan |
| 2025 | KDD | A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare. | Ran Xu, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun, Carl Yang |
| 2025 | PAKDD | SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer. | Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan |
| 2025 | PAKDD | 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 |
| 2025 | PAKDD | Graph Retrieval-Augmented LLM for Conversational Recommendation Systems. | Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew |
| 2025 | WWW | G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation. | Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li |
| 2025 | WWW | Integrating Large Language Models and Knowledge Graphs for Next-level AGI. | Linhao Luo, Carl Yang, Evgeny Kharlamov, Shirui Pan |
| 2024 | AAAI | NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. | Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab |
| 2024 | ACL | Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs. | Thi Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari |
| 2024 | ICLR | Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning. | Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan |
| 2024 | IJCNN | OCDIB: An Information Bottleneck-Guided Approach for Overlapping Community Detection. | Moli Lu, Linhao Luo, Xiaofeng Zhang |
| 2024 | NAACL | RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. | 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 |
| 2023 | EMNLP | Systematic Assessment of Factual Knowledge in Large Language Models. | Linhao Luo, Thuy-Trang Vu, Dinh Q. Phung, Gholamreza Haffari |
| 2023 | ICDE | MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation. | Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan |
| 2023 | SIGIR | Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. | Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan |
| 2023 | SIGIR | 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, Gholamreza Haffari |
| 2023 | WSDM | Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs. | Linhao Luo, Gholamreza Haffari, Shirui Pan |
| 2022 | IJCAI | 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, Yuan He |
| 2022 | SIGIR | 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, Shuai Tang |
| 2021 | CIKM | Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model. | Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang |
| 2020 | ECAI | Structure Matters: Towards Generating Transferable Adversarial Images. | Dan Peng, Zizhan Zheng, Linhao Luo, Xiaofeng Zhang |
| 2020 | ICONIP | A Motif-Based Graph Neural Network to Reciprocal Recommendation for Online Dating. | Linhao Luo, Kai Liu, Dan Peng, Yaolin Ying, Xiaofeng Zhang |