个人简介

胡志伟，男，工学博士，副教授，硕士生导师，网络工程系主任，山西省后稷实验室固定成员，中国计算机学会会员，爱丁堡大学、卡迪夫大学访问学者。研究方向为智能育种、知识表示与推理。以第一作者身份在KDD、IJCAI、EMNLP、 CIKM、Neurocomputing、International Journal of Agricultural and Biological Engineering、Computers and Electronics in Agriculture、农业工程学报等CCF A/B类顶级会议及SCI期刊发表10余篇论文。主导研发了后稷农业大模型、稷丰多模态农业大模型，长期担任国际会议NeurIPS、ACL、KDD、AAAI、IJCAI、EMNLP等审稿人。个人主页: zhiweihu1103.github.io

发表论文

1. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan. Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment. Neurocomputing, 2026.133017. (SCI 2区, IF=6.5)

2. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan. Multi-level Mixture of Experts for Multimodal Entity Linking. The ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2025. (CCF A类会议)

3. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan. Multi-level Matching Network for Multimodal Entity Linking. The ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2025. (CCF A类会议)

4. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan. Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs. Empirical Methods in Natural Language Processing, 2023. (CCF B类会议)

5. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan. HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion. Conference on Information and Knowledge Management, 2023. (CCF B类会议)

6. Zhiwei Hu, Hua Yang, Hongwen Yan. Attention-Guided Instance Segmentation for Group-Raised Pigs. Animals, 2023. (SCI 2区, IF=2.7)

7. Zhiwei Hu, Hua Yang, Tiantian Lou, Hongwen Yan. Concurrent Channel and Spatial Attention in Fully Convolutional Network for Individual Pig Image Segmentation. International Journal of Agricultural and Biological Engineering, 2023. (SCI 2区, IF=2.2)

8. Zhiwei Hu, Hongwen Yan, Tiantian Lou. Parallel Channel and Position Attention-guided Feature Pyramid for Pig Face Posture Detection. International Journal of Agricultural and Biological Engineering, 2023. (SCI 2区, IF=2.2)

9. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan. Transformer-based Entity Typing in Knowledge Graphs. Empirical Methods in Natural Language Processing, 2022. (CCF B类会议)

10. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan. Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs. International Joint Conferences on Artificial Intelligence, 2022. (CCF A类会议)

11. Zhiwei Hu, Hua Yang, Tiantian Lou. Dual Attention-guided Feature Pyramid Network for Instance Segmentation of Group Pigs. Computers and Electronics in Agriculture, 2021. (SCI 1区TOP, IF=8.9)

12. 胡志伟, 杨华, 娄甜田. 采用双重注意力特征金字塔网络检测群养生猪. 农业工程学报, 2021. (EI)

主持项目

1. 杂粮育种大模型评估体系构建与应用，胡志伟，项目批准号：202404010930003-J08，执行期限：2025.08-2026.12，山西省后稷实验室自主立项课题，在研，主持.

2. 知识增强的复杂逻辑查询问答研究，胡志伟，项目批准号：CICIP2025003，执行期限：2025.12-2028.12，计算智能与中文信息处理教育部重点实验室开放基金课题，在研，主持.

3. 结构与语义共驱的知识图谱复杂查询推理机制研究，胡志伟，项目批准号：CXGC2025101，执行期限：2025.10-2027.12，山西农业大学科技创新提升工程项目，在研，主持.

4. 增强语义理解的复杂查询问答研究，胡志伟，项目批准号：2026BQ64，执行期限：2025.12-2028.12，山西农业大学引进人才科研启动工程项目，在研，主持.

5. 基于注意力机制的母猪母性行为自动识别研究，胡志伟，项目批准号：20210302124523，执行期限：2022.01-2024.12，山西省基础研究计划项目，结题，主持.

    

工作照