| 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 | 50 | 2022 |
| Active ensemble learning for knowledge graph error detection J Dong, Q Zhang, X Huang, Q Tan, D Zha, Z Zihao WSDM 2023, 2023 | 42 | 2023 |
| 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 | 37 | 2024 |
| Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs J Dong*, Q Zhang*, X Huang, K Duan, Q Tan, Z Jiang TheWebConf (WWW) 2023, 2023 | 36 | 2023 |
| Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering H Zhou, H Chen, J Dong, D Zha, X Huang The 46th International ACM SIGIR Conference on Research and Development in …, 2023 | 23 | 2023 |
| 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 | 18 | 2023 |
| 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 | 12 | 2024 |
| KnowGPT: Black-Box Knowledge Injection for Large Language Models Q Zhang*, J Dong*, H Chen, X Huang, D Zha, Z Yu NeurIPS 2024, 2023 | 12 | 2023 |
| Entity Alignment with Noisy Annotations from Large Language Models S Chen, Q Zhang, J Dong, W Hua, Q Li, X Huang arXiv preprint arXiv:2405.16806, 2024 | 9 | 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 | 9 | 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 | 8 | 2024 |
| 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, ZPT Sin, ... International Conference on Blended Learning, 358-369, 2022 | 7 | 2022 |
| 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 | 6 | 2024 |
| Logical reasoning with relation network for inductive knowledge graph completion Q Zhang, K Duan, J Dong, P Zheng, X Huang Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 3 | 2024 |
| Knowgpt: Knowledge graph based prompting for large language models Q Zhang, J Dong, H Chen, D Zha, Z Yu, X Huang The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 3 | 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 | 2 | 2024 |
| Gradual Study Advising with Course Knowledge Graphs J Dong, W Li, Y Wang, Q Li, G Baciu, J Cao, X Huang, RC Li, PHF Ng ICWL 2023, 2023 | 2 | 2023 |
| A Survey of Graph Retrieval-Augmented Generation for Customized 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 | 1 | 2025 |
| QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware C Zhou, J Dong, X Huang, Z Liu, K Zhou, Z Xu Findings of the Association for Computational Linguistics: EMNLP 2024, 3929-3940, 2024 | 1 | 2024 |
| CLR-Bench: Evaluating Large Language Models in College-level Reasoning J Dong, Z Hong, Y Bei, F Huang, X Wang, X Huang arXiv preprint arXiv:2410.17558, 2024 | 1 | 2024 |
Xiao HuangAssistant Professor at The Hong Kong Polytechnic UniversityAdresse e-mail validée de comp.polyu.edu.hk