
郑青青 硕导
中国科学院深圳先进技术研究院
电子邮件:qq.zheng[@]siat.ac.cn
通信地址:深圳市南山区西丽深圳大学城学苑大道1068号(B-304)
邮政编码:518048
研究领域
机器学习、脑机接口、计算机视觉
招生信息
招生专业
招生方向
教育背景
工作经历
2021 - 至今: 中国科学院深圳先进技术研究院,副研究员
2018 - 2021: 腾讯科技(深圳)有限公司,高级研究员
专利与奖励
专利成果
论文与著作
* represents equal contribution and # denotes corresponding authors.
2022
Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-Modality Data
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022
Rethinking Breast Lesion Segmentation in Ultrasound: A New Video Dataset and A Baseline Network
Jialu Li, Qingqing Zheng*, Mingsuan Li, Ping Liu, Qiong Wang, Litao Sun, Lei Zhu
Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022DLFormer: Discrete Latent Transformer for Video Inpainting
Jingjing Ren, Qingqing Zheng#, Yuanyuan Zhao, Xuemiao Xu#, Chen Li
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[PDF] [Code]
before 2022
Dynamic Joint Domain Adaptation Network for Motor Imagery Classification
Xiaolin Hong, Qingqing Zheng, Luyan Liu, Peiyin Chen, Kai Ma, Zhongke Gao, Yefeng Zheng
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2021
[PDF]Deep Representation-based Domain Adaptation for Nonstationary EEG Classification
He Zhao, Qingqing Zheng#, Kai Ma, Huiqi Li, Yefeng Zheng
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020
[PDF] [Code]Multitask Feature Learning Meets Robust Tensor Decomposition for EEG Classification
Qingqing Zheng, Yi Wang, Pheng Ann Heng
IEEE Transactions on Cybernetics, 2019
[PDF]Online Subspace Learning from Gradient Orientations for Robust Image Alignment
Qingqing Zheng, Yi Wang, Pheng Ann Heng
IEEE Transactions on Image Processing (TIP), 2019
[PDF]Sparse Support Matrix Machine
Qingqing Zheng, Fengyuan Zhu, Jing Qin, Badong Chen, Pheng-Ann Heng
Pattern Recognition, 2018
[PDF] [Code]Multiclass Support Matrix Machine for Single Trial EEG Classification
Qingqing Zheng, Fengyuan Zhu, Jing Qin, Pheng-Ann Heng
Neurocomputing, 2018
[PDF] [Code]Robust Support Matrix Machine for Single Trial EEG Classification
Qingqing Zheng, Fengyuan Zhu, Pheng-Ann Heng
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2018
[PDF] [Code]Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration
Yi Wang, Qingqing Zheng*, Pheng Ann Heng
IEEE Transactions on Medical Imaging (TMI), 2017
[PDF]Online Robust Image Alignment via Subspace Learning From Gradient Orientations
Qingqing Zheng, Yi Wang, Pheng-Ann Heng
The IEEE International Conference on Computer Vision (ICCV), 2017
[PDF]
科研活动
(1)国自然青年基金,负责人,2023-01--2025.12
(2) 2021年度院优秀青年创新基金B档, 负责人, 研究所自选, 2022-03--2023-12
(3) 广东省基础与应用基础研究基金联合基金-青年基金, 负责人, 2021-10--2024-09