王蒙蒙

王蒙蒙，特聘副研究员，浙江大学本硕博。浙江省科协青年人才托举工程入选者。主持国自然青年基金项目和浙江省自然青年基金项目。主要从事机器人智能感知，计算机视觉，多模态感知，机械臂抓取等研究。在机器人、人工智能等领域国际权威期刊（如IEEE TPAMI, TIP, JMLR, TMM，PR, TNNLS，TMech）和国际会议（如NeurIPS，CVPR, ICCV, ICLR, AAAI, ICRA，IROS, 3DV）等发表高水平期刊/会议论文50余篇，Google Scholar引用5000余次，ESI高被引论文2篇。获浙江省科技进步一等奖，Google Women TechMaker。担任ICCV2025，ECCV2026, WACV2026等国际会议领域主席(Area Chair)，担任自动化学会智能自动化专委。

• 指导硕士/博士研究生（Co-supervised with 沈国江）：

• 25级硕士2名

• 24级硕士4名，授权发明专利1项，公开发明专利1项

• 23级硕士1名，ICCV 2025 1篇（[pdf] [code]）, 公开发明专利2项

• 指导5名本科生开展科研

• 获国家级创新训练项目 2 项

• 获省级创新训练项目 1 项

发表论文50余篇，其中以一作/通讯作者身份发表高水平期刊/会议论文20篇（包括20篇CCF-A/CAA-A类论文，5篇SCI 一区论文），授权发明专利9项。谷歌学术引用: 5000+, h指数：29，i10指数：47

主要代表论文：

1. Mengmeng Wang, Jiazheng Xing, Jing Su, Jun Chen, Yong Liu*. Learning SpatioTemporal and Motion Features in a Unified 2D Network for Action Recognition [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022, 45(3): 3347-3362. (ESI前1%高被引论文，影响因子23.6，ZJUTtop100，CCF-A，SCI 一区Top期刊)

2. Mengmeng Wang, Yong Liu, Zeyi Huang. Large Margin Object Tracking with Circulant Feature Maps, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, 22-25 July, 2017. (CCF-A) 引用800+

3. Mengmeng Wang, Zeyi Huang, Xiangjie Kong, Guojiang Shen, Guang Dai, Jingdong Wang, and Yong Liu. Action Detail Matters: Refining Video Recognition with Local Action Queries[C]//Proceedings of the Computer Vision and Pattern Recognition Conference(CVPR). 2025: 19132-19142.(CCF-A)

4. Mengmeng Wang, Haonan Wang, Yulong Li, Xiangjie Kong, Jiaxin Du, Guojiang Shen, Feng Xia. TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking[C]//Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2025. (CCF-A)

5. Mengmeng Wang, Mei, J., Liu, L., Tian, G., Liu, Y., Pan, Z. (2022). Delving Deeper Into Mask Utilization in Video Object Segmentation. IEEE Transactions on Image Processing (TIP), 31, 6255-6266. (影响因子10.6，CCF-A，SCI 一区Top期刊)

6. Mengmeng Wang, Jiazheng Xing, et al. ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition[J]. IEEE transactions on neural networks and learning systems (TNNLS), 2023, (影响因子10.4，SCI 一区Top期刊)  引用300+

7. Mengmeng Wang, Jiazheng Xing, et al. A Multimodal, Multi-task Adapting Framework for Video Action Recognition//Proceedings of the AAAI Conference on Artificial Intelligence. 2024, 38(6): 5517-5525. (CCF-A，Oral<2.3%> )

8. Mengmeng Wang, Yong Liu, Daobilige Su, Yufan Liao, Lei Shi and Jinhong Xu. Accurate and Real-time 3D Tracking for the Following Robots by Fusing Vision and Ultra-sonar Information. IEEE/ASME Transactions on Mechatronics, 2018, 23(3): 997 - 1006. （SCI 一区, ZJUTop100, CAA-A）

9. Mengmeng Wang, Teli Ma, et al. Correlation Pyramid Network for 3D Single Object Tracking[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) workshop. 2023: 3215-3224. (CCF-A)

10. Mengmeng Wang, Daobilige Su, Lei Shi, Yong Liu*, Jaime Valls Miro. Real-Time 3D Human Tracking for Mobile Robots with Multisensors, 2017 IEEE International Conference on Robotics & Automation (ICRA), Singapore, May 29-June 3, 2017.(机器人顶会, CAA-A)

11. Mengmeng Wang, Yong Liu, Rong Xiong. Robust object tracking with a hierarchical ensemble framework, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Korean, Oct.9 - Oct. 14, 2016, 2016: 438-445. (机器人顶会, CAA-A)

12. Yuzhe Yao, Jun Chen, Zeyi Huang, Haonan Lin, Mengmeng Wang*, Guang Dai, Jingdong Wang. Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling[C]//International Conference on Learning Representations (ICLR), 2025. (CAA-A) 通讯作者

13. Haonan Lin, Yan Chen, Jiahao Wang, Wenbin An, Mengmeng Wang*, Feng Tian, Yong Liu, Guang Dai, Jingdong Wang, Qianying Wang. Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing[C]// The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024, 37: 115712-115756.  (CCF-A) 通讯作者

14.Ziru Wang, Mengmeng Wang*, Jade Dai, Teli Ma, Guo-Jun Qi, Yong Liu, Guang Dai, Jingdong Wang. DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-Making[C]// The Forty-second International Conference on Machine Learning (ICML)，2025. (CCF-A) 通讯作者

15. Sizhe Dang, Huan Liu, Mengmeng Wang*, Xin Lai, Guang Dai, Jingdong Wang. VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling[C]// The 34th International Joint Conference on Artificial Intelligence (IJCAI) , 2025.(CCF-A) 通讯作者

16. Fan Li, Zanyi Wang, Zeyi Huang, Guang Dai, Jingdong Wang, Mengmeng Wang*. TriCLIP-3D: A Unified Parameter-Efficient Framework for Tri-Modal 3D Visual Grounding based on CLIP[C]//Proceedings of ACM International Conference on Multimedia, 2025.(CCF-A) 通讯作者

17. Fang Nan, Feng Tian, Ni Zhang, Nian Liu, Haonan Miao, Guang Dai, Mengmeng Wang*. Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting[C]//ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2025: 1-5. (CCF-B) 通讯作者

18. Boyuan Jiang, Mengmeng Wang*, Weihao Gan, Wei Wu, Junjie Yan. STM: SpatioTemporal and motion encoding for action recognition, Proceedings of the IEEE International Conference on Computer Vision (ICCV). 2019: 2000-2009.   (CCF-A) 通讯作者, 引用500+  

19. Deng C, Mengmeng Wang*, Liu L, et al. Extended feature pyramid network for small object detection[J]. IEEE Transactions on Multimedia (TMM), 2021.   (ESI前1%高被引论文，影响因子7.3，SCI 一区) 通讯作者, 引用:300+

20. Xing J, Mengmeng Wang*, Mu B, et al. Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition [C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2023, 37(3): 3001-3009.   (CCF-A) 通讯作者

21. Teli Ma, Mengmeng Wang, et al. Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV). 2023: 9953-9963.（CCF-A）

22. Xing J, Mengmeng Wang, Ruan Y, et al. Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV). 2023: 1740-1750. （CCF-A）

23. Li, Z., Mengmeng Wang, Pi, H., Xu, K., Mei, J., & Liu, Y. (2022, November). E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context. In Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXV (pp. 267-284). Cham: Springer Nature Switzerland.

24. Liu L, Song X, Mengmeng Wang, et al. AGDF-Net: Learning Domain Generalizable Depth Features with Adaptive Guidance Fusion[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023. (CCF-A期刊，中科院1 区，ZJUTtop100，IF=23.6)

25. Hao Zhang, Mengmeng Wang, Yong Liu, Yi Yuan. FDN: Feature Decoupling Network for Head Pose Estimation, Proceedings of the 34th AAAI Conference on Artificial Intelligence, New York, USA, 7-12 Feb. 2020. (CCF-A)

主持：

• 国自然青年基金项目

• 浙江省自然青年基金项目

本科生课程：

• 《计算机图形学》（核心课程）

• 《人工智能创新》（暑期国际化课程）

• 《计算机网络综合实践》

研究生课程：

• 《人工智能及其应用》

• 担任ICCV2025等计算机视觉/人工智能顶级国际会议领域主席（Area Chair）

• 担任WACV2026等计算机视觉/人工智能顶级国际会议领域主席（Area Chair）

• 担任IEEE BIBM 2024程序委员会委员（PC Member）

• 担任中国自动化学会智能自动化专业委员会专委

• 担任浙大控制学院青年教师校友俱乐部秘书长