个人简介
吴科君 (教师主页) ，博士，IEEE高级会员，研究生导师，亚太人工智能教育优秀青年学者，现任华中科技大学电子信息与通信学院讲师/助理教授。在此之前，他于新加坡南洋理工大学电气电子工程学院从事博士后研究（与Yap Kim-Hui、周立培教授，IEEE Fellow）。他获得了华中科技大学博士学位（导师 杨铀 教授，IET/Optica Fellow）、哈尔滨工程大学硕士学位（导师 蔡成涛 教授，CJ学者）以及上海大学学士学位。 他的研究兴趣主要包括多模态大模型、多媒体理解、生成式压缩等领域，近5年在IEEE T-MM、IEEE T-CSVT、NeurIPS、ACM Multimedia等高水平期刊、会议发表论文50余篇。担任IEEE OJSP、ASOC、JRTIP等权威期刊的副主编/编委等，并在国际会议AAAI 2026、AIGC 2025、IJCNN 2025、ICASSP2024、ISCAS2024及MMSP2023中担任程序委员会/领域主席/专题主席等。主持或参与国家自然科学基金等项目多项。🚀 招收兴趣从事以上研究领域的研究生、研究助理、实习生、访问学生等, 欢迎线下或远程学习。
Biography
Dr. Kejun Wu (Faculty HomePage) is currently a Lecturer/Assistant Professor at School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China. Before that, he worked as a Research Fellow researcher at School of Electrical and Electronic Engineering, Nanyang Technological University (work with Prof. Yap Kim-Hui and Chau Lap-Pui, IEEE Fellow). He obtained his Ph.D. degree from Huazhong University of Science and Technology (supervised by Prof. You Yang, IET/Optica Fellow), Master degree from Harbin Engineering University (supervised by Prof. Chengtao Cai), and Bachelor degree from Shanghai University. His research interest includes Multimodal Large Language Models, and Generative Compression. He has over 50 publications in top-tier venues in the past 5 years. He serves as an Associate Editor / Editorial Board Member of IEEE OJSP, ASOC, and JRTIP, etc., an Area Chair / Session Chair / Program Committee in AAAI 2026, PRCV 2026, IJCNN 2026, AIGC 2025, IJCNN 2025, IEEE ICASSP 2024,ISCAS 2024, and MMSP2023. He is an IEEE Senior Member.🚀 Recruiting intern/ visiting/ Master students. On-site, remote, or hybrid learning are welcome.
学术服务
- 编委, 国际期刊Applied Soft Computing
- 副主编, 国际期刊IEEE Open Journal of Signal Processing
- 副主编, 国际期刊Journal of Real-Time Image Processing
- 客座编辑, 国际期刊Journal of Visual Communication and Image Representation
- 程序委员会, 国际会议AAAI 2026, 新加坡
- 领域主席, 国际会议IJCNN 2026, 荷兰
- 程序委员会, 专题主席, 国际会议AIGC 2025, 杭州
- 领域主席, 国际会议IJCNN 2025, 意大利
- 专题主席, 国际会议ISCAS 2024, 新加坡
- 专题主席, 国际会议ICASSP 2024, 韩国
- 专题主席, 国际会议MMSP2023, 法国
- 应急态势感知与应急通信技术决策咨询专家团队成员, 中国科协
- UWA技术规划组专家, 世界超高清视频产业联盟UWA
- Technical Committee Affiliate, Image, Video, and Multidimensional Signal Processing (IVMSP), IEEE 信号处理学会
- Technical Committee Affiliate, Multimedia Signal Processing (MMSP), IEEE 信号处理学会
- 审稿人：IEEE TMM, IEEE TCSVT, IEEE TBc, Pattern Recognition, Information Fusion, NeurIPS, AAAI, ICASSP, etc.
Professional Activities
- Editorial Board, Applied Soft Computing
- Associate Editor, IEEE Open Journal of Signal Processing
- Associate Editor, Journal of Real-Time Image Processing
- Lead Guest Editor, Journal of Visual Communication and Image Representation
- Program Committee, AAAI 2026, Singapore
- Area Chair, IJCNN 2026, Netherlands
- Program Committee, Session Chair, AIGC 2025, Hangzhou, China
- Area Chair, IJCNN 2025, Italy
- Session Chair, IEEE ISCAS 2024, Singapore
- Session Chair, IEEE ICASSP 2024, Korea
- Session Chair, IEEE MMSP 2023, France
- Member, 应急态势感知与应急通信技术决策咨询专家团队, 中国科协
- Experts, UWA Technical Planning Expert Group, UHD World Association (UWA, 世界超高清视频产业联盟)
- Technical Committee Affiliate, Image, Video, and Multidimensional Signal Processing (IVMSP), IEEE Signal Processing Society (SPS)
- Technical Committee Affiliate, Multimedia Signal Processing (MMSP), IEEE SPS
- Reviewer of IEEE TMM, IEEE TCSVT, IEEE TBc, Pattern Recognition, Information Fusion, NeurIPS, AAAI, ICASSP, etc.
新闻动态
- 2025.12: 担任AIGC 2025国际会议专题主席，杭州
- 2025.11: 获亚太人工智能教育优秀青年学者奖
- 2025.11: 获亚太人工智能教育优秀案例奖
- 2025.10: 获全国电子信息类专业高校教师智慧教学案例竞赛(浩埔杯)中南赛区二等奖
- 2025.08: 担任 AAAI 2026 大会程序委员会委员（CCF-A），新加坡
- 2025.07: 受邀在2025 Discover At HUST Metavers国际暑期学校英语授课
- 2025.07: 2 篇论文被ACM Multimedia 2025录用（CCF-A），爱尔兰
- 2025.06: 1 篇论文被 IEEE Transactions on Multimedia 录用
- 2025.06: 担任AIGC 2025国际会议程序委员会委员，杭州
- 2024.12: 1 篇论文被 ACM Transactions on Multimedia Computing, Communications, and Applications 录用（JCR Q1）
- 2024.11: 2 篇论文被 IEEE Transactions on Multimedia 录用（中科院一区 TOP）
- 2024.08: 1 篇论文被 Computer Vision and Image Understanding 录用（JCR Q1）
- 2024.05: 受邀担任 IEEE ISCAS 2024国际会议专题主席，新加坡
- 2024.04: 受邀担任 IEEE ICASSP 2024国际会议专题主席，韩国
- 2024.01: 2 篇论文被 Optics Express 和 Optics Letters 录用
- 2023.12: 获中国国际大学生创新大赛全国金奖
- 2023.11: 获中国博士后创新创业大赛海外赛全国铜奖
- 2023.10: 获春晖杯中国留学人员创新创业大赛优胜奖
- 2023.09: 受邀担任 IEEE MMSP 2023国际会议专题主席，法国
- 2023.09: 1 篇论文被 NeurIPS 2023录用（CCF-A），美国
News
- 2025.12: Serve as Session Chair in AIGC 2025, Hangzhou
- 2025.11: I am awarded the Outstanding Young Scholar of Asia-Pacific Artificial Intelligence Education
- 2025.11: I am awarded the Excellent Case Award of Asia-Pacific Artificial Intelligence Education
- 2025.08: Serve as Program Committee in AAAI 2026 conference, Singapore
- 2025.07: Invited to lecture (in English) the 2025 Discover At HUST--"Metavers" International Summer School
- 2025.07: 2 papers are accepted by 33rd ACM International Conference on Multimedia (ACM Multimedia 2025), Dublin, Ireland
- 2025.06: 1 paper is accepted by IEEE Transactions on Multimedia (Corresponding Author)
- 2025.06: Serve as Program Committee for International Conference on AI-Generated Content (AIGC 2025), Hangzhou
- 2024.12: 1 paper is accepted by ACM Transactions on Multim. Comput. Commun. Appl. (JCR Q1)
- 2024.11: 2 papers are accepted by IEEE Transactions on Multimedia (中科院一区TOP，JCR Q1)
- 2024.08: 1 paper is accepted by Computer Vision and Image Understanding(JCR Q1)
- 2024.05: I am appointed as Session Chair by IEEE ISCAS 2024, Singapore
- 2024.04: I am appointed as Session Chair by IEEE ICASSP 2024, Korea
- 2024.01: 2 papers are accepted by Optics Express and Optics Letters
- 2023.12: I am awarded the 全国金奖 in 中国国际大学生创新大赛
- 2023.11: I am awarded the 全国铜奖 in 中国博士后创新创业大赛
- 2023.10: I am awarded the 优胜奖 in 春晖杯中国留学人员创新创业大赛
- 2023.09: I am appointed as Session Chair by IEEE MMSP 2023, France
- 2023.09: 1 paper has been accepted by NeurIPS 2023, New Orleans, USA
论文发表
- T. Liu, K. Wu, C. Cai, Y. Wang, K. Yap, L. Chau, “Towards Blind Bitstream-corrupted Video Recovery: A Visual Foundation Model-driven Framework,” in ACM MM 2025 (CCF-A)
- C. Cai, T. Liu, J. Gao, W. Liu, K. Wu*, R. Wang, Y. Wang, S. Liew, “From Semantics, Scene to Instance-awareness: Distilling Foundation Model for Open-vocabulary Grounded Situation Recognition,” in ACM MM 2025 (Corresponding Author, CCF-A)
- T. Liu, K. Wu*, Y. Wang, W. Liu, K. Yap, and L. Chau, “Bitstream corrupted Video Recovery: A Novel Benchmark Dataset and Method,” NeurIPS 2023. (Equal Contribution, CCF-A)
- K. Wu, Z. Li, Y. Yang, Q. Liu, and X. Zhang, “End-to-end Deep Video Compression Based on Hierarchical Temporal Context Learning,” in IEEE Transactions on Multimedia, 2025. (中科院1区TOP)
- W. Liu, C. Cai, J. Gao, K. Wu*, Y. Wang, K. Yap, and L. Chau, “PromptSR: Cascade Prompting for Lightweight Image Super-Resolution,” in IEEE Transactions on Multimedia, 2026. (Corresponding Author, 中科院1区TOP)
- K. Wu, Y. Yang, G. Jiang, and X. Zhang, “Hierarchical Independent Coding Scheme for Varifocal Multiview Images based on Angular-focal Joint Prediction,” IEEE Transactions on Multimedia, 26:2993-3006, 2024. (中科院1区TOP) $\color{Tomato} {ESI Highly Cited Papers}$
- W. Liu, K. Wu*, T. Liu, Y. Wang, K. Yap, and L. Chau, “ByteNet: Rethinking Multimedia File Fragment Classification through Visual Perspectives,” in IEEE Transactions on Multimedia, 2024. (Corresponding Author, 中科院1区TOP)
- K. Wu, Q. Liu, and X. Zhang, “Focal Stack Image Compression Based on Basis-Quadtree Representation,” in IEEE Transactions on Multimedia, 25:3975-3988, 2023. (中科院1区TOP)
- K. Wu, Q. Liu, Y. Yang, and X. Zhang, “Gaussian-Wiener Representation and Hierarchical Coding Scheme for Focal Stack Images,” in IEEE Transactions on Circuits and Systems for Video Technology, 32(2):523-537, 2022. (中科院1区TOP)
- K. Wu, Z. Li, Y. Yang, and Q. Liu, “Deep Video Compression based on Long-range Temporal Context Learning,” in Computer Vision and Image Understanding, 248(2024): 104127.
- X. Yu, K. Wu*, Y. Yang, and Q. Liu, “WaRENet: A Novel Urban Waterlogging Risk Evaluation Network,” in ACM Transactions on Multimedia Computing, Communications, and Applications, 2024, 20(7):1–28. (Equal Contribution)
- R. Wang, K. Wu, R. Qiao, C. Yang, C. Cai, “Prompted Complex Context Generation Guided Fine-Grained Ship Recognition,” in Applied Soft Computing, 2025.
- J. Gao, K. Yap, K. Wu, D. Phan, and K. Garg, "Contextual Human Object Interaction Understanding from Pre-Trained Large Language Model," ICASSP 2024, Seoul, Korea
- C. Cai, R. Zhang, J. Gao, K. Wu, K. Yap, Y. Wang, "Temporal Sentence Grounding with Temporally Global Textual Knowledge," ICME 2024, Niagra Falls, Canada
- F. Li, K. Wu, "IBFC-LLM: Image Bitstream Fragment Classification by Large Language Models," CAC 2025, Harbin, China
Selected Publications
- T. Liu, K. Wu, C. Cai, Y. Wang, K. Yap, L. Chau, “Towards Blind Bitstream-corrupted Video Recovery: A Visual Foundation Model-driven Framework,” in ACM MM 2025 (CCF-A)
- C. Cai, T. Liu, J. Gao, W. Liu, K. Wu*, R. Wang, Y. Wang, S. Liew, “From Semantics, Scene to Instance-awareness: Distilling Foundation Model for Open-vocabulary Grounded Situation Recognition,” in ACM MM 2025 (Corresponding Author, CCF-A)
- T. Liu, K. Wu*, Y. Wang, W. Liu, K. Yap, and L. Chau, “Bitstream corrupted Video Recovery: A Novel Benchmark Dataset and Method,” NeurIPS 2023. (Equal Contribution, CCF-A)
- K. Wu, Z. Li, Y. Yang, Q. Liu, and X. Zhang, “End-to-end Deep Video Compression Based on Hierarchical Temporal Context Learning,” in IEEE Transactions on Multimedia, 2025.
- W. Liu, C. Cai, J. Gao, K. Wu*, Y. Wang, K. Yap, and L. Chau, “PromptSR: Cascade Prompting for Lightweight Image Super-Resolution,” in IEEE Transactions on Multimedia, 2026. (Corresponding Author)
- K. Wu, Y. Yang, G. Jiang, and X. Zhang, “Hierarchical Independent Coding Scheme for Varifocal Multiview Images based on Angular-focal Joint Prediction,” IEEE Transactions on Multimedia, 26:2993-3006, 2024. $\color{Tomato} {ESI Highly Cited Papers}$
- W. Liu, K. Wu*, T. Liu, Y. Wang, K. Yap, and L. Chau, “ByteNet: Rethinking Multimedia File Fragment Classification through Visual Perspectives,” in IEEE Transactions on Multimedia, 2024. (Corresponding Author)
- K. Wu, Q. Liu, and X. Zhang, “Focal Stack Image Compression Based on Basis-Quadtree Representation,” in IEEE Transactions on Multimedia, 25:3975-3988, 2023.
- K. Wu, Q. Liu, Y. Yang, and X. Zhang, “Gaussian-Wiener Representation and Hierarchical Coding Scheme for Focal Stack Images,” in IEEE Transactions on Circuits and Systems for Video Technology, 32(2):523-537, 2022.
- K. Wu, Z. Li, Y. Yang, and Q. Liu, “Deep Video Compression based on Long-range Temporal Context Learning,” in Computer Vision and Image Understanding, 248(2024): 104127.
- X. Yu, K. Wu*, Y. Yang, and Q. Liu, “WaRENet: A Novel Urban Waterlogging Risk Evaluation Network,” in ACM Transactions on Multimedia Computing, Communications, and Applications, 2024, 20(7):1–28. (Equal Contribution)
- R. Wang, K. Wu, R. Qiao, C. Yangc, C. Cai, “Prompted Complex Context Generation Guided Fine-Grained Ship Recognition,” in Applied Soft Computing, 2025.
- J. Gao, K. Yap, K. Wu, D. Phan, and K. Garg, "Contextual Human Object Interaction Understanding from Pre-Trained Large Language Model," ICASSP 2024, Seoul, Korea
- C. Cai, R. Zhang, J. Gao, K. Wu, K. Yap, Y. Wang, "Temporal Sentence Grounding with Temporally Global Textual Knowledge," ICME 2024, Niagra Falls, Canada
- F. Li, K. Wu, "IBFC-LLM: Image Bitstream Fragment Classification by Large Language Models," CAC 2025, Harbin, China
荣誉奖项
- 亚太人工智能教育优秀青年学者
- 亚太人工智能教育优秀案例奖
- 春晖杯中国留学人员创新创业大赛优胜奖（排一，教育部）
- 全国博士后创新创业大赛铜奖（排一，人力资源和社会保障部）
- 中国国际大学生创新创业大赛湖北省金奖（排二，湖北省教育厅）
- 中国国际大学生创新创业大赛全国金奖（原互联网+，教育部）
- 全国高校电子信息实践教育大会教学案例二等奖
- 全国电子信息类专业高校教师智慧教学案例竞赛(浩埔杯)中南赛区二等奖
Honors & Awards
- Outstanding Young Scholar in Asia-Pacific Artificial Intelligence Education
- Excellent Case Award in Asia-Pacific Artificial Intelligence Education
- China International College Students' Innovation Competition (formerly Internet +, Gold Award)
- National Postdoctoral Innovation and Entrepreneurship Competition (Bronze Award, ranked first)
- Chunhui Cup Innovation and Entrepreneurship Competition for Chinese Overseas Students (ranked first)
- Letter of Appreciation from University of Oxford
教育经历
- 联合培养博士研究生，新加坡南洋理工大学电气与电子工程学院
- 博士学位，华中科技大学电子信息与通信学院
- 硕士学位，哈尔滨工程大学智能科学与工程学院
- 学士学位，上海大学机电工程与自动化学院
Educations
- Exchange Ph.D Student, School of Electrical and Electronic Engineering, Nanyang Technological University
- Ph.D Student, School of Electronic Information and Communications, Huazhong University of Science and Technology
- Master Student, College of Intelligent Science and Engineering, Harbin Engineering University
- Undergraduate Student, School of Mechatronic Engineering and Automation, Shanghai University
学生培养
我很荣幸能参与到这些优秀学生的培养过程:- J. Gao, Ph.D Student, NTU, Singapore (LLMs on HOI)
- W. Liu, Ph.D Student, NTU, Singapore (Gen-AI on super resolution)
- T. Liu, Ph.D Student, NTU, Singapore (Gen-AI on image restoration)
- F. Li, Master Student, HUST (Byte-domain LLMs)
- C. Zhang, Ph.D Student, HUST (LLMs on anomaly detection)
- H. Dong, Intern Student, Columbia University, New York, USA (Trustworthy MLLM)
- Q. Zhang, Intern Student, KTH Royal Institute of Technology, Sweden (LLMs on multimedia understanding)
- J. Chen, X. Xia, J. Zhang, Z. Yu, C. Huang, et.al. Intern Student, HUST (Perception-enhanced LLMs)
- J. Liang, Q. An, Q. Zeng, Z. Liu, X. Hu, Z. Liao, H. Shi, H. Xie, J. Wan, S. Li, J. Jiang, P. Lv, et.al. Intern Student, HUST (MLLMs, Agent)
Students
I'm honored to have participated in the supervision of these excellent students:- J. Gao, Ph.D Student, NTU, Singapore (LLMs on HOI)
- W. Liu, Ph.D Student, NTU, Singapore (Gen-AI on super resolution)
- T. Liu, Ph.D Student, NTU, Singapore (Gen-AI on image restoration)
- F. Li, Master Student, HUST (Byte-domain LLMs)
- C. Zhang, Ph.D Student, HUST (LLMs on anomaly detection)
- H. Dong, Intern Student, Columbia University, New York, USA (Trustworthy MLLM)
- Q. Zhang, Intern Student, KTH Royal Institute of Technology, Sweden (LLMs on multimedia understanding)
- J. Chen, X. Xia, J. Zhang, Z. Yu, C. Huang, et.al. Intern Student, HUST (Perception-enhanced LLMs)
- J. Liang, Q. An, Q. Zeng, Z. Liu, X. Hu, Z. Liao, H. Shi, H. Xie, J. Wan, S. Li, J. Jiang, P. Lv, et.al. Intern Student, HUST (MLLMs, Agent)
教学信息
- 2026春, 深度学习
- 2026春, 数据挖掘
- 2026春, 数字语音处理
Teaching
- 2026 Spring, Deep Learning
- 2026 Spring, Data Mining
- 2026 Spring, Digital Speech Processing