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李文辉

Date:2024年04月03日

个人资料:1寸

姓名李文辉

职称副教授/硕士生导师/博士生导师团

学科专业信息与通信工程

通讯地址:天津大学电气自动化与信息工程学院26教学楼D

电子信箱: liwenhui@tju.edu.cn

主要经历:

(1) 2024.04 - 至今 天津大学电气自动化与信息工程学院 信息与通信工程 副教授

(2) 2020.01-2024.03 天津大学电气自动化与信息工程学院 信息与通信工程 讲师

(3) 2016.09-2020.01 天津大学电气自动化与信息工程学院 信息与通信工程 博士

主要研究方向:

(1) 计算机视觉与机器学习

(2) 社交媒体多模态数据分析

(3) 海洋多模态数据分析

(4) 三维模型数据分析

主要科研项目:

(1) 国家自然科学基金青年项目面向开放场景的三维模型检索关键技术研究,负责人

(2) 国家重点研发计划项目子课题多模式一体化海洋科学大数据融合分析平台研制,天大负责人

(3) 中国博士后科学基金面上项目,基于知识增强的跨模态检索关键技术研究,负责人

(4) 国家自然科学基金联合重点项目,面向海洋应用的跨模态大数据智能超算模型及其算法研究,主要参与人

(5) 国家重点研发计划项目子课题,支持协同研发与海量搜索的三维CAD系统云架构技术研究,主要参与人

代表性论著、学术著作:

录用/发表学术论文四十余篇,部分代表性学术论文如下

(1) Wenhui Li, Song Yang, Qiang Li, Xuanya Li, An-An Liu: Commonsense-Guided Semantic and Relational Consistencies for Image-Text Retrieval. IEEE Transactions on Multimedia. 26: 1867-1880. 2024. (SCI一区)

(2) Wenhui Li, Yue Li, Yuanxiang Yang, Dan Song, Zhiqiang Wei, An-An Liu: Multimodal Adversarial Fusion for Typhoon Intensity Forecasting. IEEE Transactions on Geoscience and Remote Sensing. Doi: 10.1109/TGRS.2024.3367962. 2024. (SCI一区)

(3) Wenhui Li, Yan Wang, Yuting Su, et al: Multi-scale Fine-grained Alignments for Image and Sentence Matching. IEEE Transactions on Multimedia. 25: 543-556. 2023. (SCI一区)

(4) Wenhui Li, Xinqi Su, Dan Song, Lanjun Wang, Kun Zhang, An-An Liu: Towards Deconfounded Image-Text Matching with Causal Inference. Proceedings of the 31st ACM International Conference on Multimedia. 2023: 6264-6273. (CCF-A会议)

(5) Wenhui Li, Yan Wang,Yuting Su, Lanjun Wang, Weizhi Nie, An-An Liu: Progressive Positive Association Framework for Image and Text Retrieval. Proceedings of the 31st ACM International Conference on Multimedia. 2023: 4807-4815. (CCF-A会议)

(6) Wenhui Li, Yuwei Zhang, Fan Wang, Xuanya Li, Yulong Duan, An-An Liu: Instance-prototype similarity consistency for unsupervised 2D image-based 3D model retrieval. Information Processing & Management. 60(4): 103372. 2023. (SCI一区)

(7) Wenhui Li, Zhenlan Zhao, Anan Liu, et, al: Joint Local Correlation and Global Contextual Information for Unsupervised 3D Model Retrieval and Classification. IEEE Transactions on Circuits and Systems for Video Technology. 32(5): 3265-3278. 2022. (SCI一区)

(8) Wenhui Li, Shu Xiang, Weizhi Nie, Dan Song, Anan Liu, et al: Joint Deep Feature Learning and Unsupervised Visual Domain Adaptation for Cross-domain 3D Object Retrieval. Information Processing & Management. 57(5): 102275. 2020. (SCI一区)

(9) Wenhui Li, Song Yang, Yan Wang, et al: Multi-level Similarity Learning for Image-text Retrieval. Information Processing & Management. 58(1): 102432. 2021. (SCI一区)

(10) Yan Wang, Yuting Su, Wenhui Li*, et al: Dual-path Rare Content Enhancement Network for Image and Text Matching. IEEE Transactions on Circuits and Systems for Video Technology. 2023. 33(10): 6144-6158 (2023)  (SCI一区)

(11) Song Yang, Qiang Li,Wenhui Li*, et al: External Knowledge Dynamic Modeling for Image-text Retrieval. Proceedings of the 31st ACM International Conference on Multimedia. 2023: 5330-5338. (CCF-A会议)

(12) Dan Song, Weizhi Nie, Wenhui Li*, et al: Monocular Image-Based 3-D Model Retrieval: A Benchmark. IEEE Transactions on Cybernetics. 52(8): 8114-8127. 2022. (SCI一区)

(13) An-An Liu, Chenyu Zhang, Wenhui Li*, et al: Self-supervised Auxiliary Domain Alignment for Unsupervised 2D Image-based 3D Shape Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 8809-8821. 2022. (SCI一区)

(14) Song Yang, Qiang Li, Wenhui Li*, et al: Dual-Level Representation Enhancement on Characteristic and Context for Image-Text Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 32(11): 8037-8050. 2022. (SCI一区)  

(15) Weizhi Nie, Wenwu Jia, Wenhui Li*, et al: 3D Pose Estimation Based on Reinforce Learning for 2D Image-based 3D Model Retrieval. IEEE Transactions on Multimedia. 23: 1021-1034. 2020. (SCI一区)  

主要讲授课程:

(1) 信号处理实践项目(本科生)

(2) 视觉认知与学习(硕士生)

主要学术成就、奖励及荣誉:

(1) 2022:天津大学本科生毕业设计(论文)优秀指导教师

(2) 2021:天津市科学技术进步等奖

(3) 2020:天津市王克昌奖学金

(4) 2019:天津市科学技术进步等奖