【详细信息】
高俊龙,博士,现为厦门大学信息学院计算机科学与技术系助理教授,硕士生导师。2024年7月于北京大学获得计算机应用技术理学博士学位,2024年8月于商汤科技研究院担任算法研究员,从事多模态大模型相关研究,2025年3月加入厦门大学信息学院。目前主要研究方向包括多模态大模型、图像视频编码、图像视频生成、计算机视觉等机器学习前沿领域。迄今共发表多篇顶级国际期刊会议论文,包括CVPR、TMM、TCSVT、DCC等;在国内视频压缩标准AVS接收技术提案多项。
招收硕士生和对科研感兴趣的本科生,欢迎对深度学习以及相关领域有兴趣的同学联系我。
【代表性论文】
(1) Junlong Gao; Shiqi Wang; Shanshe Wang; Siwei Ma; Wen Gao ; Self-critical N-step Training for Image Captioning, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019
(2) Junlong Gao; Jiguo Li; Chuanmin Jia; Shanshe Wang; Siwei Ma; Wen Gao ; Cross Modal Compression with Variable Rate Prompt, IEEE Transactions on Multimedia (TMM), 2023, 26: 3444-3456
(3) Junlong Gao; Chuanmin Jia; Zhimeng Huang; Shanshe Wang; Siwei Ma; Wen Gao; Ratedistortion Optimized Cross Modal Compression with Multiple Domains, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024, 34(8): 6978-6992
(4) Junlong Gao; Chuanmin Jia; Shanshe Wang; Siwei Ma; Wen Gao; Rate-distortion Optimization for Cross Modal Compression, Data Compression Conference (DCC), 2023
(5) Zhimeng Huang; Junlong Gao; Jiaqi Zhang; Shanshe Wang; Siwei Ma; Chuanmin Jia; Image Coding for Machine with Visual-Language Mimic Feature Learning, Data Compression Conference (DCC), 2025
(6) Siwei Ma; Junlong Gao; Ruofan Wang; Jianhui Chang; Qi Mao; Zhimeng Huang; Chuanmin Jia; Overview of Intelligent Video Coding: from Model-based to Learning-based Approaches, Visual Intelligence, 2023, 1: 15-34