个人资料:
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区
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特等奖
(3) 2020:天津市王克昌奖学金
(4) 2019:天津市科学技术进步二等奖