Zhen Liu (刘震)
SICE, UESTC |
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[Biography
Zhen Liu received the B.S. and M.S. degrees in the College of Computer Science, Sichuan University (SCU) in 2018 and 2021, supervised by Prof. Jiancheng Lv. He is currently pursuing the Ph.D. degree with the School of Information and Communication Engineering, University of Electronic Science and Technology of China (UESTC), supervised by Prof. Shuaicheng Liu and Prof. Bing Zeng. He was a Researcher with Megvii Research, Megvii Inc, from 2021 to 2024. His research interests include Computer Vision and Computer Graphics.
Experiences
- 2021.07 - 2024.08: Full Time Researcher, Megvii Research, Megvii Inc.
- 2019.11 - 2021.06: Research Intern, Megvii Research, Megvii Inc.
- 2018.09 - 2021.06: M.S., College of Computer Science, Sichuan University (SCU)
- 2014.09 - 2018.06: B.S., College of Computer Science, Sichuan University (SCU)
News
[12/2024] One paper was accepted by AAAI 2025
[11/2024] One paper was accepted by TPAMI
[06/2024] We won 2nd place in the NTIRE 2024 BracketIRE Challenge (Track 1)
[07/2023] Two papers were accepted by ICCV 2023
[03/2022] One paper was accepted by ECCV 2022
[06/2021] We won 1st place in the NTIRE 2021 Multi-Frame HDR Challenge, One paper was accepted by CVPRW 2021
Publications
FlowPolicy: Enabling Fast and Robust 3D Flow-based Policy via Consistency Flow Matching for Robot Manipulation
Qinglun Zhang*, Zhen Liu*(equal contribution), Haoqiang Fan, Guanghui Liu, Bing Zeng, Shuaicheng Liu
Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025. [PDF] [Code]Minimum Latency Deep Online Video Stabilization and its Extensions
Shuaicheng Liu, Zhuofan Zhang, Zhen Liu, Ping Tan, Bing Zeng
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025. [PDF]-
Improving Bracket Image Restoration and Enhancement with Flow-guided Alignment and Enhanced Feature Aggregation
Wenjie Lin, Zhen Liu, Chengzhi Jiang, Mingyan Han, Ting Jiang, Shuaicheng Liu
arXiv Preprint, 2024. [PDF] -
Low-Light Image Enhancement with Illumination-Aware Gamma Correction and Complete Image Modelling Network
Yinglong Wang*, Zhen Liu*(equal contribution), Jianzhuang Liu, Songcen Xu, Shuaicheng Liu
IEEE International Conference on Computer Vision (ICCV), 2023. [PDF] Minimum Latency Deep Online Video Stabilization
Zhuofan Zhang*, Zhen Liu*(equal contribution), Ping Tan, Bing Zeng, Shuaicheng Liu
International Conference on Computer Vision (ICCV), 2023. [PDF] [Code]Ghost-free High Dynamic Range Imaging with Context-aware Transformer
Zhen Liu, Yinglong Wang, Bing Zeng, Shuaicheng Liu
European Conference on Computer Vision (ECCV), 2022. [PDF] [Code] [Video]NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results
Eduardo Perez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte (and 88 others, including Zhen Liu)
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022. [PDF]ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging
Zhen Liu, Wenjie Lin, Xinpeng Li, Ting Jiang, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [PDF] [Code] [Video]NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results
Eduardo Perez-Pellitero, Sibi Catley-Chandar, Ales Leonardis, Radu Timofte (and 42 others, including Zhen Liu)
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [PDF]
Academic Services
- Journal Reviewer:
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 - present
IEEE Transactions on Image Processing (TIP), 2022 - present
International Journal of Computer Vision (IJCV), 2023 - present
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024 - present
IEEE Transactions on Computational Imaging (TCI), 2023 - present
IEEE Transactions on Instrumentation & Measurement (TIM), 2023 - present
SIGGRAPH Asia, 2023
Conference on Neural Information Processing Systems (NeurIPS), 2023, 2024
International Conference on Learning Representations (ICLR), 2024
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023, 2024
IEEE International Conference on Computer Vision (ICCV), 2023
Association for the Advancement of Artificial Intelligence (AAAI), 2025
European Conference on Computer Vision (ECCV), 2024
IEEE Conference on Intelligent Robots and Systems (IROS), 2022, 2024
Conference Reviewer: