| Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Z Hong, Z Yuan, Q Zhang, H Chen, J Dong, F Huang, X Huang arXiv preprint arXiv:2406.08426, 2024 | 54 | 2024 |
| Contrastive knowledge graph error detection Q Zhang, J Dong, K Duan, X Huang, Y Liu, L Xu Proceedings of the 31st ACM International Conference on Information …, 2022 | 54 | 2022 |
| Active ensemble learning for knowledge graph error detection J Dong, Q Zhang, X Huang, Q Tan, D Zha, Z Zihao Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 43 | 2023 |
| Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs J Dong*, Q Zhang*, X Huang, K Duan, Q Tan, Z Jiang Proceedings of the ACM Web Conference 2023, 2519-2527, 2023 | 40 | 2023 |
| Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Z Hong, Z Yuan, H Chen, Q Zhang, F Huang, X Huang ACL Findings 2024, 2024 | 31 | 2024 |
| Integrating entity attributes for error-aware knowledge graph embedding Q Zhang, J Dong, Q Tan, X Huang IEEE Transactions on Knowledge and Data Engineering, 2023 | 21 | 2023 |
| Entity Alignment with Noisy Annotations from Large Language Models S Chen, Q Zhang, J Dong, W Hua, Q Li, X Huang NeurIPS 2024, 2024 | 17 | 2024 |
| KnowGPT: Knowledge Graph based Prompting for Large Language Models Q Zhang*, J Dong*, H Chen, X Huang, D Zha, Z Yu NeurIPS 2024, 2024 | 14* | 2024 |
| Structure Guided Large Language Model for SQL Generation Q Zhang, J Dong, H Chen, W Li, F Huang, X Huang arXiv preprint arXiv:2402.13284, 2024 | 14 | 2024 |
| Constructing low-redundant and high-accuracy knowledge graphs for education W Li, H Zhou, J Dong, Q Zhang, Q Li, G Baciu, J Cao, X Huang International Conference on Web-Based Learning, 148-160, 2022 | 10 | 2022 |
| Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering J Dong*, Q Zhang*, H Zhou, D Zha, P Zheng, X Huang ACL 2024, 2024 | 9 | 2024 |
| A Survey of Graph Retrieval-Augmented Generation for Large Language Models Q Zhang*, S Chen*, Y Bei*, Z Yuan, H Zhou, Z Hong, J Dong, H Chen, ... arXiv preprint arXiv:2501.13958, 2025 | 8 | 2025 |
| Cost-efficient Knowledge-based Question Answering with Large Language Models J Dong, Q Zhang, C Zhou, H Chen, D Zha, X Huang NeurIPS 2024, 2024 | 8 | 2024 |
| KnowGPT: Knowledge Graph based Prompting for Large Language Models Q Zhang, J Dong, H Chen, D Zha, Z Yu, X Huang NeurIPS 2024, 2024 | 7 | 2024 |
| Error Detection on Knowledge Graphs with Triple Embedding Y Liu, Q Zhang, M Du, X Huang, X Hu 2023 31st European Signal Processing Conference (EUSIPCO), 1604-1608, 2023 | 7 | 2023 |
| KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning Q Li, G Baciu, J Cao, X Huang, RC Li, PHF Ng, J Dong, Q Zhang, Z Sin, ... International Conference on Blended Learning, 358-369, 2022 | 7 | 2022 |
| Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion Q Zhang, K Duan, J Dong, P Zheng, X Huang 30th SIGKDD Conference on Knowledge Discovery and Data Mining, 2024 | 5 | 2024 |
| Neuro-symbolic entity alignment via variational inference S Chen, Q Zhang, J Dong, W Hua, J Cao, X Huang arXiv preprint arXiv:2410.04153, 2024 | 4 | 2024 |
| Evaluating World Models with LLM for Decision Making C Yang, X Wang, J Jiang, Q Zhang, X Huang arXiv preprint arXiv:2411.08794, 2024 | 1 | 2024 |
| Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation Z Yuan, H Chen, Z Hong, Q Zhang, F Huang, X Huang arXiv preprint arXiv:2502.12911, 2025 | | 2025 |
Xiao HuangAssistant Professor at The Hong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
