Fuwei Zhangs's Homepage

Fuwei Zhang 张富威

I am a 2rd-year PhD candidate under the supervision of Prof. Fuzhen Zhuang at Institute of Artificial Intelligence, Beihang University. My research focuses on Machine Learning and Data Mining. In particular, I am working on Large Language Model, Information Retrieval, Recommender Systems, and Knowledge Graph Representation.

Contact: zhangfuwei [AT] buaa [dot] edu [dot] cn & zhangfuwei1998 [AT] gmail [dot] com

GitHub / Google Scholar

News

07/2025	Invited to serve as a PC Member for KDD 2026 (August).
05/2025	Two papers got accepted by ACL 2025.
04/2025	One paper got accepted by TKDE.
04/2025	Invited to serve as a PC Member for ACM MM 2025.
02/2025	One paper got accepted by BDMA.
02/2025	Invited to serve as a PC Member for ARR.
02/2025	Invited to serve as a PC Member for KDD 2025 (February).
12/2024	One paper got accepted by AAAI 2025.
12/2024	One paper got accepted by COLING 2025.
08/2024	Two papers got accepted by CIKM 2024.
04/2024	One paper got accepted by TKDE.
01/2024	One paper got accepted by SDM 2024.
08/2023	Invited to serve as a PC Member for AAAI 2024.
08/2023	One paper got accepted by CIKM 2023.
04/2023	One paper got accepted by SIGIR 2023.
08/2022	Invited to serve as a PC Member for AAAI 2023.
08/2022	One paper got accepted by CIKM 2022.
12/2021	One paper got accepted by AAAI 2022.
Full List

Publications

2025

[ACL 2025] Multi-level Relevance Document Identifier Learning for Generative Retrieval
Fuwei Zhang, Xiaoyu Liu, Jia Xinyu, Yingfei Zhang, Shuai Zhang, Xiang Li, Wei Lin, Fuzhen Zhuang, Zhao Zhang
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics
Paper / Code

[ACL 2025] HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search
Fuwei Zhang*, Xiaoyu Liu*, Jia Xinyu, Yingfei Zhang, Zenghua Xia, Fei Jiang, Wei Lin, Fuzhen Zhuang, Zhao Zhang
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics
Paper / Code

[TKDE 2025] AdaE: Knowledge Graph Embedding with Adaptive Embedding Sizes
Zhanpeng Guan, Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Fei Wang, Zhulin An, Yongjun Xu
IEEE Transactions on Knowledge and Data Engineering
Paper

[COLING 2025] Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding
Zhanpeng Guan, Zhao Zhang, Yiqing Wu, Fuwei Zhang, Yongjun Xu
Proceedings of the 31st International Conference on Computational Linguistics
Paper

[BDMA 2025] Knowledge error detection via textual and structural joint learning
Xiaoyu Wang, Xiang Ao, Fuwei Zhang, Zhao Zhang, Qing He
Big Data Mining and Analytics
Paper

[AAAI 2025] Mixed-Curvature Multi-Modal Knowledge Graph Completion
Yuxiao Gao, Fuwei Zhang, Zhao Zhang, Xiaoshuang Min, Fuzhen Zhuang
Proceedings of the AAAI Conference on Artificial Intelligence
Paper

2024

[CIKM 2024] Exploring high-order user preference with knowledge graph for recommendation
Caijun Xu*, Fuwei Zhang*, Zhao Zhang, Fuzhen Zhuang, Rui Liu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
Paper

[CIKM 2024] Exploring high-order user preference with knowledge graph for recommendation
Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Zhiqiang Zhang, Jun Zhou, Deqing Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
Paper

[TKDE 2024] Temporal knowledge graph reasoning with dynamic memory enhancement
Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Yu Zhao, Deqing Wang, Hongwei Zheng
IEEE Transactions on Knowledge and Data Engineering
Paper

[SDM 2024] Light POI-guided conversational recommender system based on adaptive space
Meng Yuan, Fuwei Zhang, Yiqi Tong, Yuxin Ying, Fuzhen Zhuang, Deqing Wang, Baoxing Huai, Yi Zhang, Jia Su
Proceedings of the 2024 SIAM International Conference on Data Mining
Paper

2023

[CIKM 2023 Best Short Paper] Knowledge graph error detection with hierarchical path structure
Zhao Zhang, Fuwei Zhang, Fuzhen Zhuang, Yongjun Xu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
Paper

[SIGIR 2023] Weighted knowledge graph embedding
Zhao Zhang, Zhanpeng Guan, Fuwei Zhang, Fuzhen Zhuang, Zhulin An, Fei Wang, Yongjun Xu
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
Paper

2022

[CIKM 2022] Along the time: Timeline-traced embedding for temporal knowledge graph completion
Fuwei Zhang, Zhao Zhang, Xiang Ao, Fuzhen Zhuang, Yongjun Xu, Qing He
Proceedings of the 31st ACM International Conference on Information and Knowledge Management
Paper / Code

[AAAI 2022] Mind the gap: Cross-lingual information retrieval with hierarchical knowledge enhancement
Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He
Proceedings of the AAAI conference on artificial intelligence
Paper

Academic Services

Conference PC Member & Reviewer	ARR 2025 KDD 2025, 2026 MM 2025 AAAI 2023, 2024, 2026 PAKDD 2025
Journal Reviewer	TKDE Knowledge and Information Systems Machine Learning

Education

2023-	Ph.D in Computer Science and Technology Institute of Artificial Intelligence, Beihang University
2020-2023	M. E. in Computer Science and Technology University of Chinese Academy of Sciences (Cultivation Unit: Institute of Computing Technology, Chinese Academy of Sciences)
2016-2020	B. S. in Computer Science and Technology School of Informatics, Xiamen University

Honors and Awards

2025: Excellent Graduate Student of BUAA (北京航空航天大学优秀研究生).
2024: First-class Scholarship of BUAA (北京航空航天大学学业优秀一等奖学金).
2024: Excellent League Member of BUAA (北京航空航天大学优秀共青团员).
2023: CIKM 2023 Best Short Paper (CIKM 2023最佳短文奖).
2023: Excellent Prize of the President Sholarship (所长优秀奖).
2022: Merit Student of UCAS (中国科学院大学三好学生).
2021 & 2022: First-class Scholarship of UCAS (中国科学院大学一等奖学金).
2020: China Construction Bank Scholarship (建设银行奖学金).
2020: Excellent Merit Student of XMU (厦门大学优秀三好学生).
2019: Honorable Mention in Mathematical Contest In Modeling (美国大学生数学建模大赛H奖).
2018: Panasonic Education Fund Scholarship (Panasonic育英奖学⾦).
2018: Second Prize in the China College Students Intelligent Design Competition (中国大学生智能设计竞赛二等奖).
2018: Second Prize (Provincial Level) in National College Students Mathematical Contest in Modeling (全国⼤学⽣数学建模竞赛省二等奖).
2017 & 2018 & 2019 & 2020: First-class Scholarship of XMU (厦门大学学业优秀一等奖学金).
2017 & 2018: Merit Student of XMU (厦门大学三好学生).