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李文熙

  • 个人资料
    • 部门: 统计学院
    • 性别:
    • 专业技术职务: 专任副研究员
    • 毕业院校: 上海交通大学
    • 学位: 工学博士
    • 学历: 博士研究生
    • 联系电话:
    • 电子邮箱: wxli@sfs.ecnu.edu.cn
    • 办公地址: 理科大楼A618
    • 通讯地址:
    • 邮编:
    • 传真:

    工作经历

    2021.11 - 至今 华东师范大学统计学院 专任副研究员

    教育经历

    2014.10 - 2018.06  东北大学 

    软件工程,工学学士

    2018.09 - 2021.06  复旦大学 

    计算机应用技术, 理学硕士,导师:冯瑞研究员

    2021.09 - 2025.06  上海交通大学(清华大学联培)

    计算机科学与技术,工学博士,导师:戴琼海院士



    个人简介

    李文熙博士长期从事人工智能基础理论、关键技术及其应用研究,聚焦大场景多对象感知与多模态智能方向,取得多项创新性成果。在IEEE TIPACM MMAAAI等人工智能国际顶级期刊与会议发表论文二十余篇,相关研究在GitHub上获得超过两千Stars,并在无人系统、公共安全、互联网和医疗健康等领域得到广泛应用。曾获国际十亿像素目标检测挑战赛冠军和国际十亿像素轨迹预测挑战赛冠军。


    课题组与清华大学戴院士团队联合培养,并与阿里、华为等产业伙伴保持深入合作。欢迎对人工智能充满兴趣的优秀本科生加入我们!

    社会兼职

    研究方向

    大场景多对象数据高效感知

    多模态大模型

    招生与培养

    开授课程

    科研项目

    学术成果

    Google Scholar:https://scholar.google.com/citations?user=J9neCzoAAAAJ&hl=en


    部分发表论文



    1.       Qian Wang, Wenxi Li, Songjian Chen, Rui Feng: A Dynamic-Attention on Crowd Region with Physical Optical Flow Features for Crowd Counting. IJCNN 2020: 1-8

    2.       Wenxi Li , Zhuoqun Cao, Qian Wang, Songjian Chen, Rui Feng: Learning Error-Driven Curriculum for Crowd Counting. ICPR 2020: 843-849

    3.       Chenyang Lyu*, Wenxi Li* , Tianbo Ji , Longyue Wang , Liting Zhou, Cathal Gurrin , Linyi Yang , Yi Yu, Yvette Graham , Jennifer Foster : Graph-Based Video-Language Learning with Multi-Grained Audio-Visual Alignment. ACM Multimedia 2023: 3975-3984(共一)

    4.       Chenyang Lyu*, Wenxi Li* , Tianbo Ji , Liting Zhou, Cathal Gurrin : Gated Multi-modal Fusion with Cross-modal Contrastive Learning for Video Question Answering. ICANN (7) 2023: 427-438(共一)

    5.       Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang: SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images. ECML/PKDD (2) 2024: 392-408

    6.       Wenxi Li , Yuchen Guo , Jilai Zheng , Haozhe Lin , Chao Ma , Lu Fang , Xiaokang Yang : SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer. ACM Multimedia 2024: 4851-4860

    7.       Chenyang Lyu, Wenxi Li , Tianbo Ji, Yi Yu, Longyue Wang: Semantic Enrichment for Video Question Answering with Gated Graph Neural Networks. ICASSP 2024: 11616-11620

    8.       Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang: SaccadeMOT: Enhancing Object Detection and Tracking in Gigapixel Images via Scale-Aware Density Estimation. ECAI 2024: 145-152

    9.       Chenglong Liu, Haoran Wei, Jinze Yang, Jintao Liu, Wenxi Li , Yuchen Guo, Lu Fang: GigaHumanDet: Exploring Full-Body Detection on Gigapixel-Level Images. AAAI 2024: 10092-10100

    10.    Jilai Zheng , Wenxi Li , Chao Ma , Xiaokang Yang : Sparsely-Supervised Object Tracking. IEEE Trans. Image Process. 33: 3470-3485 (2024)

    11.    Wenxi Li , Yuchen Guo, Jilai Zheng, Haozhe Lin, Chao Ma, Lu Fang, Xiaokang Yang: Bridging the gap between object detection in close-up and high-resolution wide shots. Comput. Vis. Image Underst. 249: 104181 (2024)

    12.    Chenyang Lyu, Wenxi Li, Tianbo Ji, Liting Zhou, Pintu Lohar, Yi Yu, Longyue Wang: Enhancing Video-Text Matching via Sparse Stratified Sampling. ICASSP 2025: 1-5

    13.    Wenxi Li, Moran Liu, Jiaxin Liu, Baosheng Zhang, Tao Yu, Yuchen Guo, Qionghai Dai: A review of artificial intelligence for sports: Technologies and applications. Intelligent Sports and Health 1 (3), 113-126

    14.    Xiang Li*, Wenxi Li*, Yuntong Wang, Chenyang Lyu, Haozhe Lin, Guiguang Ding, Yuchen Guo: GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection. AAAI 2026 (共一)

    15.    Longlong Yu*, Wenxi Li*, Yaoqi Sun,  Chenggang Yan, Yuchen Guo: 2D-CrossScan Mamba: Enhancing State Space Models with Spatially Consistent Multi-Path 2D Information Propagation. AAAI 2026 (共一)

     


    荣誉及奖励

    2024年12月 博士研究生国家奖学金

    2025年06月 上海交通大学优秀毕业生