Fuwei Zhang

Fuwei Zhang

张富威

3nd-year PhD candidate at Institute of Artificial Intelligence, Beihang University, supervised by Prof. Fuzhen Zhuang.

Research interests: Machine Learning, Data Mining, Large Language Models, Information Retrieval, Recommender Systems, and Knowledge Graphs.

📧 zhangfuwei@buaa.edu.cn GitHub Google Scholar

Latest News

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2025.11 One paper got accepted by AAAI 2026.
2025.10 Two papers got accepted by WSDM 2026.
2025.07 Invited to serve as a PC Member for KDD 2026.
2025.05 Two papers got accepted by ACL 2025.

Selected Publications

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2026

Multi-Aspect Cross-modal Quantization for Generative Recommendation

Fuwei Zhang, Xiaoyu Liu, Dongbo Xi, Jishen Yin, Huan Chen, Peng Yan, Fuzhen Zhuang, Zhao Zhang

AAAI 2026 (Oral Presentation)

Paper Code

CAT-ID2: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce

Xiaoyu Liu*, Fuwei Zhang*, Yiqing Wu, Xinyu Jia, Zenghua Xia, Fuzhen Zhuang, Zhao Zhang, Fei Jiang, Wei Lin

WSDM 2026

Paper Code
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

ACL 2025

Paper Code

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

ACL 2025

Paper Code
2024

Exploring high-order user preference with knowledge graph for recommendation

Caijun Xu*, Fuwei Zhang*, Zhao Zhang, Fuzhen Zhuang, Rui Liu

CIKM 2024

Paper Code

Multi-view Temporal Knowledge Graph Reasoning

Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Zhiqiang Zhang, Jun Zhou, Deqing Wang

CIKM 2024

Paper

Temporal knowledge graph reasoning with dynamic memory enhancement

Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Yu Zhao, Deqing Wang, Hongwei Zheng

TKDE 2024

Paper
2022

Along the time: Timeline-traced embedding for temporal knowledge graph completion

Fuwei Zhang, Zhao Zhang, Xiang Ao, Fuzhen Zhuang, Yongjun Xu, Qing He

CIKM 2022

Paper Code

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

AAAI 2022

Paper

Recent Awards

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2025 National Scholarship (博士国家奖学金)
2025 Excellent Graduate Student of BUAA
2024 First-class Scholarship of BUAA
2023 CIKM 2023 Best Short Paper

Academic Services

Conference PC Member & Reviewer

  • ARR 2025
  • KDD 2025, 2026
  • ICLR 2026
  • MM 2025
  • AAAI 2023, 2024, 2026
  • PAKDD 2025

Journal Reviewer

  • TKDE
  • Knowledge and Information Systems
  • Machine Learning
  • Scientific Reports

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, CAS)

2016-2020

B.S. in Computer Science and Technology

School of Informatics, Xiamen University