苏昊，1992年，副研究员，硕士生导师。博士毕业于北京航空航天大学虚拟现实技术与系统国家重点实验室。长期从事生成式人工智能、强化学习、计算机视觉和图形学等研究工作。在CVPR、AAAI、ACM MM、TCSVT、TMM、TOMM等期刊及会议发表论文，曾受邀担任CVPR、AAAI、ACM MM、TMM、TCSVT等期刊及会议审稿人。E-mail: iesuhao@zzu.edu.cn

个人主页

https://suhaosh.github.io./

教育经历

2011-2015 河南大学, 计算机科学与技术，本科

2016-2019 郑州大学，计算机科学与技术，硕士

2019-2024 北京航空航天大学，计算机科学与技术，博士

工作经历

2024.02–至今，直聘副研究员，郑州大学，计算机与人工智能学院

2024.06–至今，指导专家，中国人民解放军军事科学院国防科技创新研究院

主要研究方向

生成式人工智能、强化学习、计算机视觉和图形学

代表性学术成果

[1] Hao Su, Jianwei Niu*, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu. "ArtCoder: an end-to-end method for generating scanning-robust stylized QR codes". IEEE Conference on Computer Vision and Pattern Recognition, 2021. (CVPR, CCF-A)

[2] Nana Wang, Jianwei Niu, Xuefeng Liu, Dongqin Yu, Guogang Zhu, Xinghao Wu, Mingliang Xu, Hao Su*. BeyondVision: An EMG-driven Micro Hand Gesture Recognition Based on Dynamic Segmentation. International Joint Conferences on Artificial Intelligence, 2024. (IJCAI, 通讯作者, CCF-A)

[3] Hao Su, Jianwei Niu*, Xuefeng Liu, Qingfeng Li, Jiahe Cui, Ji Wan. "MangaGAN: unpaired photo-to-manga translation based on the methodology of manga drawing". AAAI Conference on Artificial Intelligence, 2021. (AAAI, CCF-A)

[4] Hao Su, Jianwei Niu, Xuefeng Liu*, Qingfeng Li, Ji Wan, Mingliang Xu. "Q-Art code: generating scanning-robust art style QR codes by deformable convolution". ACM International Conference on Multimedia, 2021. (ACM MM, CCF-A)

[5] Hao Su, Xuefeng Liu, Jianwei Niu*, Ji Wan, Xinghao Wu, Nana Wang. "MARVEL: Raster manga vectorization via primitive-wise deep reinforcement learning". IEEE Transactions on Circuits and Systems for Video Technology, 2023. (TCSVT, CCF-B, 中科院一

[6] Hao Su, Jianwei Niu*, Xuefeng Liu, Mohammed Atiquzzaman. SafeCoder: A machine-learning-based encoding system to embed safety identification information into QR codes. Journal of Network and Computer Applications, 2024. (JNCA), CCF-C, JCR Q1)

[7] Haozhe Guo, Mengjie Chen, Kaijiang Li, Hao Su*, Pei Lv. GLAD: A Global-Attention-based Diffusion Model for Infrared and Visible Image Fusion. International Conference on Intelligent Computing, 2024. (ICIC, , 通讯作者, CCF-C)

[8] Guogang Zhu, Xuefeng Liu, Xinghao Wu, Shaojie Tang, Chao Tang, Jianwei Niu, Hao Su. Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning. International Joint Conferences on Artificial Intelligence, 2024. (IJCAI, CCF-A)

[9] Xinghao Wu, Xuefeng Liu, Jianwei Niu, Haolin Wang, Shaojie Tang, Guogang Zhu, Hao Su. Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-rank Decomposition. ACM International Conference on Multimedia, 2024. (ACM MM, CCF-A)

[10] Mingliang Xu, Hao Su, Yafei Li*, Xi Li, Jing Liao, Jianwei Niu, Pei Lv, Bing Zhou. Stylized aesthetic QR code. IEEE Transactions on Multimedia (TMM), 2018. (CCF-B, CCF-B, 中科院一区)

[11] Mingliang Xu, Qingfeng Li, Jianwei Niu*, Hao Su, Xiting Liu, Weiwei Xu, Pei Lv, Bing Zhou, Yi Yang. ART-UP: A novel method for generating scanning-robust aesthetic QR codes. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2021. (CCF-B, JCR Q1)