AP at Zhejiang University of Technology
About Me
I have attended the College of Computer Science & Technology, Zhejiang University of Technology as a faculty in 2024. My research area includes Robotic Embodied Intelligence, Compute Vision and Multi-media Technology, specifically including video action recognition, object tracking, object detection, depth estimation, text-to-image editing and so on. π«
My works have been published on top computer vision transactions/conferences (TPAMI, TIP, TMM, CVPR, ICCV, ICLR, AAAI etc) and top robotic conferences (ICRA, IROS).
News
- [Mar, 2024] 1 paper is accepted by ICLR 2024 π
- [Jan, 2024] 2 papers are accepted by AAAI 2024 (One Oral) πππ
- [Dec, 2023] 1 paper is accepted by TPAMI 2023 ππ
- [July, 2023] 2 papers are accepted by ICCV 2023 π
- [Nov, 2023] 1 paper is accepted by TNNLS 2023 π
- [Jan, 2023] 1 paper is accepted by AAAI 2023 π
- [Sep, 2022] 1 paper is accepted by TIP 2022 π
- [Jul, 2022] **First Prize of Science and Technology Progress of Zhejiang Provinceβ (ζ΅ζ±ηη§ζθΏζ₯δΈηε₯) π**β
- [Jul, 2022] 1 paper is accepted by ECCV 2022 π
- [Apr, 2022] 1 paper is accepted by TPAMI 2022 πππ
- [Nov, 2021] 1 papers is accepted by TNNLS 2021 π
- [Aug, 2021] 2 papers are accepted by ICCV 2021 ππ
- [May, 2021] 1 paper is accepted by TMM 2021 ππ
- [Feb, 2021] Excellent master dissertation (opens new window) of Chinese Institute of Electronics (δΈε½η΅εε¦δΌ)
- [Dec, 2020] 4 papers are accepted by AAAI 2021β β ππ
- [Mar, 2020] 1 paper is accepted by CVPR 2020 π
- [Nov, 2019] 2 papers are accepted by AAAI 2020 π
Education & Experiences
- Zhejiang University Bachelor, Master, PhD
- SenseTime Smart City Group [2018-2020] Researcher
Publications
A Multimodal, Multi-Task Adapting Framework for Video Action Recognition
Mengmeng Wang, Jiazheng Xing, Boyuan Jiang, Jun Chen, Jianbiao Mei, Xingxing Zuo, Guang Dai, Jingdong Wang, Yong Liu*
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, (Oral)
ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition
Mengmeng Wang, Jiazheng Xing, Jianbiao Mei, Yong Liu, Yunliang Jiang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Correlation pyramid network for 3d single object tracking
Mengmeng Wang, Teli Ma, Xingxing Zuo, Jiajun Lv, Yong Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Learning SpatioTemporal and Motion Features in a Unified 2D Network for Action Recognition
Mengmeng Wang, Jiazheng Xing, Jing Su, Jun Chen, Yong Liu*
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking
Teli Ma, Mengmeng Wang, Jimin Xiao, Huifeng Wu, Yong Liu
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching
Jiazheng Xing, Mengmeng Wang, Yudi Ruan, Bofan Chen, Yaowei Guo, Boyu Mu, Guang Dai, Jingdong Wang, Yong Liu
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
HR-Depth : High Resolution Self-Supervised Monocular Depth Estimation
Xiaoyang Lyu, Liang Liu, Mengmeng Wang, Xin Kong, Lina Liu, Yong Liu*, Xinxin Chen, Yi Yuan
The Association for the Advance of Artificial Intelligence (AAAI), 2021
FDN: Feature Decoupling Network for Head Pose Estimation
Hao Zhang, Mengmeng Wang, Yong Liu Yi Yuan
The Association for the Advance of Artificial Intelligence (AAAI), 2020
STM: SpatioTemporal and motion encoding for action recognition
Boyuan Jiang, Mengmeng Wang *, Weihao Gan, Wei Wu, Junjie Yan.
Proceedings of the IEEE International Conference on Computer Vision (ICCV). 2019
Accurate and Real-time 3D Tracking for the Following Robots by Fusing Vision and Ultra-sonar Information
Mengmeng Wang, Yong Liu*, Daobilige Su, Yufan Liao, Lei Shi and Jinhong Xu.
IEEE/ASME Transactions on Mechatronics, 2018
Large Margin Object Tracking with Circulant Feature Map
Mengmeng Wang, Yong Liuβ, Zeyi Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
[PDF (opens new window)] [BLOG (opens new window)] [Results (opens new window)]
Awards & Honors
Excellent master dissertation (opens new window) of Chinese Institute of Electronics (δΈε½η΅εε¦δΌ), 2020 π
Freshmen Scholarship, Zhejiang University, 2020
Excellent Master Thesis, Zhejiang Province, 2020
Outstanding Graduate, Zhejiang Province & Zhejiang University, 2018
Google Women Techmaker, Global, 2017 π
National Scholarship, 2017