吴嘉欣,现任深圳大学人工智能学院助理教授,硕士生导师,主要研究方向为多媒体内容分析、跨模态检索、智能体等。
先后在深圳大学计算机与软件学院获得学士和硕士学位,师从“国家千人”深圳大学特聘教授江健民教授和钟圣华教授。后于香港城市大学计算机科学系取得博士学位,师从ACM杰出科学家杨宗桦教授 (Prof. Ngo Chong-Wah)。博士毕业后,在香港理工大学计算系从事博士后研究,合作导师为IEEE Fellow李青教授及魏骁勇教授。
在人工智能领域国际顶级会议与期刊(CVPR、ACM MM、ACM TOIS、PR等)发表多篇论文,曾获得国际权威视频检索评测TRECVid第一名,并在国际交互式视频检索竞赛VBS中连续多年名列前茅。具备扎实的科研能力与丰富的应用研究经验。目前已担任多项国际会议(包括MMM 2026、ICMR 2026等)出版主席。
研究兴趣:多媒体内容分析、跨模态检索、医学视频分析、具身智能、智能体
招生信息:
欢迎有志于从事科研或应用竞赛的同学加入课题组!
现面向硕士研究生(每年约招 2 名)和本科生(名额不限)开放招募。
学术氛围:严谨治学、自由开放,Work hard, play harder!
培养理念:因材施教,充分尊重学生个人意愿,根据学生的兴趣与发展规划安排研究课题。在满足毕业要求的前提下,鼓励并支持学生开展学术访问(如香港、新加坡、欧洲等高校)及知名企业实习(如比亚迪、腾讯等)。
申请方式:请将个人简历发送至:jiaxinwu@szu.edu.cn,邮件标题建议格式为:姓名–学校–专业–申请硕士/本科科研
代表性论文:
1.Shihong Huang*, Jiaxin Wu*, Dongmei Jiang, Yi Cai, and Yaowei Wang, Xiao-yong Wei, Compositional Transformation Reasoning for Composed Video Retrieval, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 25644-25653, June 2026. (*共同一作, CCF A类会议)
2.Jiaxin Wu, Xiao-yong Wei, and Qing Li, Adaptive Multi-Agent Reasoning for Text-to-Video Retrieval, ACM International Conference on Multimedia Retrieval, Amsterdam, June, 2026. (CCF-B,口头报告)
3.Shihong Huang*, Jiaxin Wu*, Xiao-yong Wei, Yi Cai, Dongmei Jiang, and Yaowei Wang, Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 28942-2895, 2025. (*共同一作, CCF A类会议)
4.Jiaxin Wu, Chong-Wah Ngo, and Wing-Kwong Chan, Improving Interpretable Embeddings for Ad-hoc Video Search with Generative Captions and Multi-word Concept Bank, In the Proceedings of the International Conference on Multimedia Retrieval (ICMR), 2024. (CCF-B,口头报告)
5.Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan, and Zhijian Hou, (Un)likelihood Training for Interpretable Embedding, ACM Transactions on Information Systems, 42(3), pp. 1-26, December 2023. (IF: 5.6, CCF A类期刊)
6.Jiaxin Wu, Sheng-Hua Zhong, and Yan Liu. Dynamic Graph Convolutional Network for Multi-video Summarization, Pattern Recognition, 107, November 2020. (IF: 8.0, 中科院一区期刊)
7.Jiaxin Wu and Chong-Wah Ngo, Interpretable Embedding for Ad-hoc Video Search, In the Proceedings of the ACM Multimedia (ACM MM), October 2020. (CCF A类会议)
8.Jiaxin Wu, Sheng-Hua Zhong, and Yan Liu, MvsGCN: A Novel Graph Convolutional Network for Multi-video Summarization, In the proceedings of the ACM Multimedia (ACM MM), pp. 827-835, October 2019. (CCF A类会议)