
基本情况:
张文锋,重庆师范大学副教授、工学博士、硕士生导师,中国计算机学会会员,IEEE会员。在TKDE、CVPR、TMM、ACM MM、TSCVT、JBHI、TIM、ESWA等国际期刊和会议上发表论文40余篇,主持重庆市自然科学基金项目1项,重庆市教委科技项目2项,校级科研项目1项,中电科翌智航(重庆)科技有限公司企业研发项目1项,以主研身份参与国家自然科学基金项目2项、重庆市联合基金重点项目1项、重庆市高层次人才项目1项、重庆市教委科技项目1项。受邀担任WWW、KDD、ACM MM、MICCAI、T-SCVT、T-ITS、Information Fusion、Pattern Recognition、MedIA、T-IM、ESWA、EAAI、Artificial Intelligence Review等国际期刊和会议审稿人。谷歌学术主页:https://scholar.google.com.hk/citations?user=9zorzB0AAAAJ&hl=zh-CN。
教育与工作经历:
2011年09月—2015年06月 中国海洋大学 本科 计算机科学与技术
2015年09月—2021年06月 中国海洋大学 硕博连读 计算机软件与理论
2021年09月—2024年12月 重庆师范大学 js4399金沙线集团 讲师
2025年01月—至今 重庆师范大学 js4399金沙线集团 副教授
2023年08月—至今 中国科学技术大学 信息科学与技术学院 博士后
研究方向:
计算机视觉,多模态认知,大模型,医学影像分析等。
招生专业:
学硕:计算机科学与技术、智能科学与技术
专硕:电子信息(计算机技术、人工智能)
近五年代表性科研项目:
1. 重庆市自然科学基金面上项目,2023.07~2025.12,主持。
2. 重庆市教育委员会科学技术研究项目,2022.07~2025.07,主持。
3. 重庆市教育委员会科学技术研究项目,2025.07~2028.06,主持。
4. 重庆师范大学,博士启动基金,2021.10~2023.10,主持。
5. 中电科翌智航(重庆)科技有限公司,2023.08~2025-08,主持。
6. 重庆市自然科学基金创新发展联合基金项目-重点项目,2023.10~2026.09,主研。
7. 重庆市高层次人才专项项目,2025-至今,主研。
8. 国家自然科学基金面上项目, 2021.01~2024.12, 主研。
9. 国家自然科学基金面上项目, 2019.01至 2022.12, 主研。
10. 重庆市教育委员会科学技术研究项目,2023.10至2026.09,主研。
近五年代表性论文(#:共一,*:通信):
1. Wenfeng Zhang, Jun Ni, Yue Meng, Xiaodong Pei, Wei Hu, Qibing Qin, Lei Huang. SFFNet: Synergistic Feature Fusion Network with Dual-Domain Edge Enhancement for UAV Image Object Detection, IEEE Transactions on Multimedia, 2026. (SCI一区TOP期刊,CCF-A)
2. Hao Sun, Yadong Huo, Qibing Qin, Wenfeng Zhang, Lei Huang. Intra-class Distribution-guided Generative Hashing with Neighbor Refinement for Cross-modal Retrieval, CVPR 2026. (CCF-A,顶会)
3. You Wu, Wenfeng Zhang#, Yang Ren, Jiangming Hu, Wei Hu, Qibing Qin. Few-Shot Medical Image Segmentation via Dual-Stream Feature Extractor and Detail-Enhanced Prototype Transformer, Knowledge-Based Systems, 2026. (SCI一区TOP期刊)
4. Kun Chen, Qibing Qin, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval, ICLR 2026. (CCF-A,顶会)
5. Qibing Qin, Meiling Gai, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Stochastic Spherical Hashing with von Mises-Fisher Distributions for Cross-Modal Retrieval, IEEE Transactions on Knowledge and Data Engineering, 2026. (SCI一区TOP期刊,CCF-A)
6. Qibing Qin, Yadong Huo, Wenfeng Zhang*, Lei Huang, Jie Nie. Deep Discriminative Boundary Hashing for Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 2025.(SCI一区TOP期刊,CCF-B)
7. Kun Chen, Qibing Qin, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Probabilistic Binary Embedding via Learning Reliable Uncertainty for Cross-Modal Retrieval, ACM MM 2025. (CCF-A,顶会)
8. Yadong Huo, Qibing Qin, Wenfeng Zhang, Lei Huang, Jie Nie. Factorized Transformer Hashing with Adaptive Routing for Large-scale Image Retrieval, ACM MM 2025. (CCF-A,顶会)
9. Wenfeng Zhang, Xiangfei Cao, Lei Huang, Dengwei Yan, Qibing Qin, Wei Hu. Domain-invariant multi-granularity feature learning for generalizable person re-identification. Knowledge-Based Systems, 2025.(SCI一区TOP期刊)
10. Ruisheng Ran, Ting Wang, Wenfeng Zhang*, Bing Fang. Autoencoder-based Discriminant Locality Preserving Projections for Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement, 2025. (SCI二区TOP期刊)
11. Qibing Qin, Lei Wu, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2025. (SCI一区TOP期刊,CCF-B)
12. Ruisheng Ran, Renjie Pan, Wen Yang, Yan Deng, Wenfeng Zhang*, Wei Hu, Qibing Qin. MeFD-Net: multi-expert fusion diagnostic network for generating radiology image reports[J]. Applied Intelligence, 2024.(SCI二区)
13. Yadong Huo, Qibing Qin, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Hierarchy-aware Proxy Hashing with Self-paced Learning for Cross-modal Retrieval. IEEE Transactions on Knowledge and Data Engineering, 2024. (SCI一区TOP期刊,CCF-A)
14. Renjie Pan, Ruisheng Ran, Wei Hu, Wenfeng Zhang*, Qibing Qin, Shaoguo Cui. S3-Net: A Self-Supervised dual-Stream Network for Radiology Report Generation[J]. IEEE Journal of Biomedical and Health Informatics, 2024.(SCI一区TOP期刊)
15. Qibing Qin, Yadong Huo, Lei Huang, Jiangyan Dai, Huihui Zhang, Wenfeng Zhang*. Deep Neighborhood-preserving Hashing with Quadratic Spherical Mutual Information for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2024. (SCI一区TOP期刊,CCF-B)
16. Wenfeng Zhang, Baoning Cai, Jianming Hu, Qibing Qin, Kezhen Xie. Visual-textual Cross-modal Interaction Network for Radiology Report Generation[J]. IEEE Signal Processing Letters, 2024. (SCI二区)
17. Qibing Qin, Lei Huang, Kezhen Xie, Zhiqiang Wei, Chengduan Wang and Wenfeng Zhang*. Deep Adaptive Quadruplet Hashing with Probability Sampling for Large-Scale Image Retrieval[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023.(SCI一区TOP期刊,CCF-B)
18. Jinhua Jiang, Wenfeng Zhang* Ruisheng Ran, Wei Hu and Jiangyan Dai. Multi-Scale Transformer-Based Matching Network for Generalizable Person Re-Identification[J]. IEEE Signal Processing Letters, 2023.(SCI二区)
19. Qibing Qin, Kezhen Xie, Wenfeng Zhang, Chengduan Wang and Lei Huang. Deep Neighborhood Structure-preserving Hashing for Large-Scale Image Retrieval. IEEE Transactions on Multimedia, 2023.(SCI一区TOP期刊,CCF-B)
20. Kezhen Xie, Lei Huang, Wenfeng Zhang, Qibing Qin, Lei Lyu. A CNN-Based Multi-Task Framework for Weather Recognition with Multi-Scale Weather Cues[J]. Expert Systems with Applications, 2022,. (SCI一区TOP期刊)
21. Wenfeng Zhang, Lei Huang, Zhiqiang Wei, Jie Nie. Appearance Feature Enhancement for Person Re-identification[J]. Expert Systems with Applications, 2021. (SCI一区TOP期刊)
22. Wenfeng Zhang, Lei Huang, Zhiqiang Wei, Qibing Qin, Lei Lv. Angular Regularization for Unsupervised Domain Adaption on Person Re-Identification[J]. Neural Computing and Applications , 2021. (SCI二区)
23. Wenfeng Zhang, Zhiqiang Wei, Lei Huang, Kezhen Xie, Qibing Qin. Adaptive Attention-Aware Network for Unsupervised Person Re-identification[J]. Neurocomputing, 2020. (SCI二区TOP期刊)
联系方式:
E-mail: itzhangwf@cqnu.edu.cn 微信:zwf__0412
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