Zhifei

School of Computer Science, Hubei University

zhifei1993hubu.edu.cn zhifei1993gmail.com

Hubei University, 368 Youyi Avenue, Wuhan 430062, China

Introduction

Zhifei Li received M.S. and Ph.D. degrees from the National Engineering Research Center for E-Learning at Central China Normal University in 2018 and 2021, respectively. Since October 2023, he has been an Associate Professor at the School of Computer Science, Hubei University. He has authored over twenty peer-reviewed papers in international journals and conferences such as TKDE, TNNLS, IP&M, AAAI, and DASFAA, with three papers selected as ESI highly cited papers. Additionally, he frequently reviews for international journals and conferences, including TKDE, TNNLS, TKDD, and ACL. Since 2024, he has been a Communication Evaluation Expert for the NSFC. His current research interests include knowledge graphs and recommendation systems.

Experience

2024.12-Present Associate Professor, School of Computer Science, Hubei University
Teaching: Machine Learning (Undergraduate), Knowledge Graph (Master)
2023.09-2024.11 Associate Professor, School of Computer and Information Engineering, Hubei University
2021.08-2023.08 Assistant Professor, School of Computer and Information Engineering, Hubei University

Education

2018.09-2021.06 Ph.D. at Educational Technology, National Engineering Research Center for E-Learning, Central China Normal University, Supervisor: Professor Zhaoli Zhang
2015.09-2018.06 M.S. at Educational Technology, National Engineering Research Center for E-Learning, Central China Normal University, Supervisor: Professor Zhaoli Zhang
2011.09-2015.06 B.S. at Resource Environment and Urban-Rural Planning Management, Faculty of Resources and Environmental Science, Hubei University

Award

2024.12 Second Prize of Science and Technology Progress in Hubei Province of China
2021.06 Excellent Doctoral Dissertation of Central China Normal University
2020.10 National Scholarship for Doctoral Candidates in China
2017.10 National Scholarship for Master's Candidates in China

Project

2023.01-2025.12 National Natural Science Foundation of China (62207011), Principal Investigator
2025.03-2027.02 Natural Science Foundation of Hubei Province of China, Principal Investigator
2024.02-2026.01 Key Laboratory Open Fund for Intelligent Sensing System and Security Education, Principal Investigator
2021.01-2024.12 National Natural Science Foundation of China (62077020), Participant

Publication

Li Z, Liu H, Zhang Z, et al. Learning Knowledge Graph Embedding with Heterogeneous Relation Attention Networks[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(8): 3961-3973. (CCF B, Highly Cited Paper)
Zhang Z, Li Z (Corresponding Author), et al. Multi-scale Dynamic Convolutional Network for Knowledge Graph Embedding[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(5): 2335-2347. (CCF A, Highly Cited Paper)
Li Z, Zhang Q, Zhu F, et al. Knowledge Graph Representation Learning with Simplifying Hierarchical Feature Propagation[J]. Information Processing & Management, 2023, 60(4): 103348. (CCF B, Highly Cited Paper)
Jian Y, Luo X, Li Z (Corresponding Author), et al. APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty[C]. Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI), 2025. (CCF A, Oral paper)
Li Z, Chen L, Jian Y, et al. Aggregation or Separation? Adaptive Embedding Message Passing for Knowledge Graph Completion[J]. Information Sciences, 2025, 691: 121639. (CCF B)
Zhang Y, Luo X, Hu J, et al, Li Z (Corresponding Author). Graph structure prefix injection transformer for multi-modal entity alignment[J]. Information Processing & Management, 2025, 62(3): 104048. (CCF B)
Li Z, Jian Y, Xue Z, et al. Text-enhanced Knowledge Graph Representation Learning with Local Structure[J]. Information Processing & Management, 2024, 61(5): 103797. (CCF B)
Zhang Y, Lin J, Zhang M, et al, Li Z (Corresponding Author). SCRA-VQA: Summarized Caption-Rerank for Augmented Large Language Models in Visual Question Answering[C]. Proceedings of the 30th International Conference on Database Systems for Advanced Applications (DASFAA), 2025. (CCF B, Oral paper)
Li Z, Zhao Y, Zhang Y, et al. Multi-relational Graph Attention Networks for Knowledge Graph Completion[J]. Knowledge-Based Systems, 2022, 251: 109262. (CCF C)
Li Z, Huang W, Gong X, et al. Decoupled Semantic Graph Neural Network for Knowledge Graph Embedding[J]. Neurocomputing, 2025, 611: 128614. (CCF C)
Li Z, Liu H, Zhang Z, et al. Recalibration Convolutional Networks for Learning Interaction Knowledge Graph Embedding[J]. Neurocomputing, 2021, 427: 118-130. (CCF C)

Last Updated: 2025.02.06