Zhiwei Hu

I am now an Associate Professor at Shanxi Agricultural University. Before joining Shanxi Agricultural University, I earned my Ph.D. in Computer Science from Shanxi University supervised by Prof. Ru Li, Prof. Jeff Z. Pan and Prof. Víctor Gutiérrez Basulto. During my doctoral studies, I was a visiting researcher at The University of Edinburgh under the supervision of Prof. Jeff Z. Pan.

My research interests focus on AI for breeding, and representation learning for knowledge graph.

Lab: AgriMind Lab

Email / Google Scholar / GitHub

Selected Research

Knowledge Graphs

First page of the HyperMono paper

Monotonicity-aware Knowledge Fusion for Hyper-relational Knowledge Representation

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

Information Fusion, 2026 Entity Alignment

First page of the MIMEA paper

Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

Neurocomputing, 2026 Entity Linking

First page of the M3EL paper

Multi-level Matching Network for Multimodal Entity Linking

Zhiwei Hu, Víctor Gutiérrez-Basulto, Ru Li, Jeff Z. Pan

KDD, 2025 Entity Linking

First page of the MMoE paper

Multi-level Mixture of Experts for Multimodal Entity Linking

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

KDD, 2025 Entity Typing

First page of the MCLET paper

Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

EMNLP main, 2023 Knowledge Graphs

First page of the HyperFormer paper

HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

CIKM, 2023 Entity Typing

First page of the TET paper

Transformer-based Entity Typing in Knowledge Graphs

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

EMNLP main, 2022 Knowledge Graphs

First page of the TEMP paper

Type-aware Embeddings for Multi-hop Reasoning over Knowledge Graphs

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan