个人简介
崔员宁，2025年7月加入南京信息工程大学计算机学院、网络空间安全学院。2025年博士毕业于南京大学计算机学院，近年来主要从事知识图谱与大语言模型相关研究，近五年发表学术论文十余篇，包括一作CCF-A/B类期刊与会议论文7篇，担任IEEE TKDE、IEEE TNNLS、NeurIPS、KDD、AAAI、IJCAI、ACL、EMNLP等CCF-A/B类顶级期刊会议审稿人。主持并结题江苏省研究生科研创新计划项目一项，参与国家自然科学基金面上项目，以及与腾讯、华为、国家电网等企业合作的多个基金项目。
近五年发表成果（谷歌学术）：
2025年
- Yuanning Cui, Zequn Sun, Wei Hu, Zhangjie Fu. KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering [J]. arXiv preprint arXiv:2511.04093, 2025.
- Yuanning Cui, Zequn Sun, Wei Hu. Transfer-and-Fusion: Integrated Link Prediction across Knowledge Graphs[C]. IEEE Transactions on Knowledge and Data Engineering (TKDE 2025): 3062-3074. CCF-A类国际期刊
- Yang Liu, Zequn Sun, Zhoutian Shao, Yuanning Cui, Wei Hu. Are LLMs Really Knowledgeable for Knowledge Graph Completion?[C]. International Semantic Web Conference (ISWC 2025). Cham: Springer Nature Switzerland, 2025: 77-95. CCF-B类国际会议
- Qiaosheng Chen, Kaijia Huang, Xiao Zhou, Weiqing Luo, Yuanning Cui, Gong Cheng. Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph[C]. Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), 录用.CCF-A类国际会议
- Yang Liu, Xiaoxia Jiang, Yuanning Cui, Yu Wang, Wei Hu. Missing Data Recovery for Heterogeneous Graphs with Incremental Multi-Source Data Fusion[J]. Frontiers of Computer Science (FCS 2025), 录用. CCF-B类国际期刊
2024年
- Yuanning Cui, Zequn Sun, Wei Hu. A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning[C]. Advances in Neural Information Processing Systems 37 (NeurIPS 2024): 7095-7124. CCF-A类国际会议
- 崔员宁,孙泽群,胡伟.基于规则提示的知识图谱通用推理预训练模型[J]. 计算机研究与发展,2024,61(08):2030-2044. CCF-A类中文期刊
- Zhoutian Shao, Yuanning Cui, Wei Hu. Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-starting Progressive Propagation[C]. International Semantic Web Conference (ISWC 2024): 41-58. CCF-B类国际会议
2023年
- Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu. Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs[C]. Proceedings of the AAAI Conference on Artificial Intelligence 37 (AAAI 2023): 4217-4224. CCF-A类国际会议
- Wenzheng Zhao, Yuanning Cui, Wei Hu. Improving Continual Relation Extraction by Distinguishing Analogous Semantics[C]. The 61st Annual Meeting Of The Association For Computational Linguistics (ACL 2023): 1162-1175. CCF-A类国际会议
- 孙泽群,崔员宁,胡伟.基于链接实体回放的多源知识图谱终身表示学习[J].软件学报,2023,34(10):4501-4517. CCF-A类中文期刊
2022年
- Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu. Inductive Knowledge Graph Reasoning for Multi-Batch Emerging Entities[C]. Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM 2022): 335-344. CCF-B类国际会议
- 崔员宁,李静,陈琰,等.TransPath:一种基于深度迁移强化学习的知识推理方法[J].小型微型计算机系统,2022,43(03):536-543. CCF-B类中文期刊
- Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu. Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs[C]. International Semantic Web Conference (ISWC 2022): 196-213. CCF-B类国际会议
- Xin Liu, Jing Li, Yuanning Cui, Wei Zhu, Luhong Qian. MAFT: An Image Super-Resolution Method Based on Mixed Attention and Feature Transfer[C]. Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb 2022): 511-519. CCF-C类国际会议
- 崔员宁,李静,沈力,等.Duration-HyTE:基于持续时间建模的时间感知知识表示学习方法[J].计算机研究与发展,2020,57(06):1239-1251. CCF-A类中文期刊
教育经历
[1] 2021.9- 2025.6
南京大学 | 计算机科学与技术 | 博士学位 | 博士研究生毕业
[2] 2018.9- 2021.4
南京航空航天大学 硕士学位 | 硕士研究生毕业
[3] 2014.9- 2018.6
中国矿业大学 学士学位 | 本科(学士)
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