Fuwei Zhang

Fuwei Zhang

张富威

3rd-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.

I will graduate in 2027 and am currently seeking job opportunities. Please feel free to .

zhangfuwei@buaa.edu.cn GitHub Google Scholar

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Latest News

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2026.07 Invited to serve as a PC Member for AAAI 2027, and as a reviewer for KDD 2027 and the EMNLP 2026 Industry Track.
2026.06 We released CORE-Bench, a comprehensive benchmark for evaluating retrieval in agentic coding.
2026.05 Two papers got accepted by ICML 2026.
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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Information Retrieval & Recommendation 7 publications

2026

NEWCORE-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding

Fuwei Zhang, Yanzhao Zhang, Mingxin Li, Dingkun Long, Lexiang Hu, Pengjun Xie, Zhao Zhang, Fuzhen Zhuang

arXiv 2026 · Code Retrieval Benchmark

Paper Code Dataset

NEWBeyond Matching: Category-Guided Latent Intent Reasoning for Generative Retrieval in E-Commerce

Fuwei Zhang, Xiaoyu Liu, Jiajie Jin, Jiale Mao, Wei Chen, Dongbo Xi, Yifan Yang, Peng Yan, Zichao Hao, Zhao Zhang, Fuzhen Zhuang

arXiv 2026 · Generative Retrieval

Paper

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

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

Knowledge Graph 5 publications

2026

Temporal Knowledge Graph Reasoning via Multigranularity Knowledge Refinement

Fuwei Zhang, Fuzhen Zhuang, Zhao Zhang, Pengpeng Zhao

Frontiers of Computer Science

Paper
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

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, 2027
  • EMNLP 2026 Industry Track
  • ICLR 2026
  • MM 2025
  • AAAI 2023, 2024, 2026, 2027
  • 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