Mengmeng Wang
Mengmeng Wang | ηŽ‹θ’™θ’™

Zhejiang University of Technology

scholar
Zhihu
github

About Me

I have attended the College of Computer Science & Technology, Zhejiang University of Technology as an Associate Professor in 2024. I graduated from Zhejiang University with a PhD, supervised by Professor Yong Liu, 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. πŸ’«

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

  • [2025] I will serve as an Area Chair for ICCV 2025 πŸŽ‰
  • [2025] 1 paper is accepted by ICLR 2025 πŸŽ‰
  • [2025] 1 paper is accepted by AAAI 2025 πŸŽ‰
  • [2024] 3 paper is accepted by NeurIPS 2024 (One oral) πŸŽ‰πŸŽ‰
  • [2024] 1 paper is accepted by CVPR 2024 πŸŽ‰
  • [2024] I will serve as a PC of IEEE BIBM 2024.
  • [2024] 1 paper is accepted by ACM MM 2024 πŸŽ‰
  • [2024] 1 paper is accepted by ICLR 2024 πŸŽ‰
  • [2024] 2 papers are accepted by AAAI 2024 (One Oral) πŸŽ‰πŸŽ‰πŸŽ‰
  • [Dec, 2023] 1 paper is accepted by TPAMI 2023 πŸŽ‰πŸŽ‰
  • [July, 2023] 2 papers are accepted by ICCV 2023 πŸŽ‰
  • [Nov, 2023] 1 paper is accepted by TNNLS 2023 πŸŽ‰
  • [Jan, 2023] 1 paper is accepted by AAAI 2023 πŸŽ‰
  • [Sep, 2022] 1 paper is accepted by TIP 2022 πŸŽ‰
  • [Jul, 2022] **First Prize of Science and Technology Progress of Zhejiang Province (ζ΅™ζ±Ÿηœη§‘ζŠ€θΏ›ζ­₯δΈ€η­‰ε₯–) **πŸŽ‰
  • [Jul, 2022] 1 paper is accepted by ECCV 2022 πŸŽ‰
  • [Apr, 2022] 1 paper is accepted by TPAMI 2022 πŸŽ‰πŸŽ‰πŸŽ‰

Education & Experiences

  • Zhejiang University of Technology Associate Professor,from 2024
  • Zhejiang University Bachelor, Master, PhD
  • SenseTime Smart City Group [2018-2020] Researcher

Publications

β†’ Full list

Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling

Yuzhe YAO, Jun Chen, Zeyi Huang, Haonan Lin, Mengmeng Wang*, Guang Dai, Jingdong Wang

International Conference on Learning Representations (ICLR), 2025

[PDF (opens new window)]

Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing

Haonan Lin, Yan Chen, Jiahao Wang, Wenbin An, Mengmeng Wang*, Feng Tian, Yong Liu, Guang Dai, Jingdong Wang, QianYing Wang

Neural Information Processing Systems (NeurIPS), 2024

[Code (opens new window)] [PDF (opens new window)]

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)

[Code (opens new window)] [PDF (opens new window)]

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

[Code (opens new window)] [PDF (opens new window)]

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

[PDF (opens new window)]

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

[PDF (opens new window)]

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

[PDF (opens new window)]

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

[PDF (opens new window)]

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

[Code (opens new window)] [PDF (opens new window)]

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

[PDF (opens new window)]

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

[PDF (opens new window)]

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

[PDF (opens new window)] [BLOG (opens new window)]

Large Margin Object Tracking with Circulant Feature Map

Mengmeng Wang, Yong Liuβˆ—, 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 (δΈ­ε›½η”΅ε­ε­¦δΌš), 2020 πŸŽ‰
  • Excellent Master Thesis, Zhejiang Province, 2020
  • Outstanding Graduate, Zhejiang Province & Zhejiang University, 2018
  • Google Women Techmaker, Global, 2017 πŸŽ‰
  • National Scholarship