2004年9月-2010年6月 中国科学院研究生院，信息科学与工程学院，获工学博士学位
2000年9月-2004年06月 山东大学，计算机科学与技术学院，获工学学士学位
2010年7月-2012年6月 清华大学自动化系，博士后
2012年6月-2016年12月 清华大学自动化系， 讲师
2016年12月-2020.12 清华大学自动化系，准聘副教授
2021年1月至今 清华大学自动化系，长聘副教授
2024—，SPIE/COS Photonics Asia conference on Optoelectronic Imaging and Multimedia Technology XI，会议主席
2025—，IEEE Trans. Image Processing，编委
2020—，IEEE Trans. Computational Imaging，编委
2016-2024，the Journal of Optics Society of America A, 编委
1.计算摄像学
2.计算机视觉与模式识别
3.统计学习
2023年，高速高分辨计算摄像关键技术及应用，中国图象图形学学会技术发明一等奖，排名第1
2019年，光谱视频计算摄像技术及装置，中国电子学会技术发明一等奖，排名第2
2016年，新一代立体视觉关键技术及产业化，国家科技进步二等奖，排名第3
2015年，立体视觉感知、建模关键技术及应用，中国电子学会科学技术一等奖，排名第2
Y Miao#, Y Cheng#, Y Xia, Y Hei, W Wang, Q Dai*, J Suo*, C Chen*, Supervised multi-frame dual-channel denoising enables long-term single-molecule FRET under extremely low photon budget, Nature Communications 16 (74) , 2025. (#Joint First Author)
B Zhang, J Suo*, Q Dai, Event-Enhanced Snapshot Compressive Videography at 10K FPS, IEEE Transactions on Pattern Analysis and Machine Intelligence 47: 266-1278, 2025.
Z Zhang#, S Zheng#, M Qiu, G Situ, DJ Brady, Q Dai, J Suo*, X Yuan*, A decade review of video compressive sensing: A roadmap to practical applications, Engineering 46:172-185, 2025.
T Xiao, W Zhang, Y Cheng, J Suo*, HOPE: High-order polynomial expansion of black-box neural networks, IEEE Transactions on Pattern Analysis and Machine Intelligence 46(12): 7924-7939, 2024.
Z Zhang, R Yang, J Suo*, Y Cheng, Q Dai, Lightweight high-speed photography built on coded exposure and implicit neural representation of videos, International Journal of Computer Vision 133 (3): 991 – 1011, 2024.
R Yang#, T Xiao#, Y Cheng#, A Li#, J Qu, R Liang, S Bao, X Wang, J Wang, J Suo*, Q. Luo*, Q. Dai*, Sharing massive biomedical data at magnitudes lower bandwidth using implicit neural function, Proceedings of the National Academy of Sciences 121 (28), e2320870121, 2024. (#Joint First Author)
W Zhang#, J Suo#,*, K Dong, L Li, X Yuan, C Pei, Q Dai*, Handheld snapshot multi-spectral camera at tens-of-megapixel resolution, Nature Communications 14 (1), 5043, 2023. (#Joint First Author)J. Fan#, J. Suo#, J. Wu#, H. Xie#, Y. Shen, F. Chen, G. Wang, L. Cao, G. Jin, Q. He, T. Li, G. Luan, L. Kong *, Z. Zheng *, and Q. Dai*. Video-Rate Imaging of Biological Dynamics at Centimetre Scale and Micrometre Resolution, Nature Photonics 13, 809-816, 2019. (#Joint First Author)
B Zhang, X Yuan, C Deng, Z Zhang, J Suo*, Q Dai, End-to-end snapshot compressed super-resolution imaging with deep optics, Optica 9 (4), 451-454, 2022.
X Yuan, Y Liu, J Suo, F Durand, Q Dai, Plug-and-play algorithms for video snapshot compressive imaging, IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), 7093-7111, 2021.
C. Deng, Y. Zhang, Y. Mao, J. Fan, J. Suo*, Z. Zhang, and Q. Dai, Sinusoidal Sampling Enhanced Compressive Camera for High Speed Imaging, to appear in IEEE Tran. Pattern Analysis and Machine Intelligence, 2020.
Y. Liu, X. Yuan, J. Suo*, D. Brady, and Q. Dai. Rank minimization for snapshot compressive imaging, IEEE Tran. Pattern Analysis and Machine Intelligence, 41(12), 2990-3006, 2018.
