PPaperPicks

Mengmeng Wang

Zhejiang University, Laboratory of Advanced Perception on Robotics and Intelligent Learning, Hangzhou, China

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4035-0630 ↗Homepage ↗

Venues

AAAI ×4IJCAI ×4NeurIPS ×4ACM MM ×2CVPR ×2ICLR ×2ICCV ×1ICML ×1ICRA ×1IROS ×1

Frequent coauthors

Guang Dai
×15
Jingdong Wang
×12
Yong Liu
×8
Haonan Lin
×5
Guojiang Shen
×4
Xiangjie Kong
×4
Jiahao Wang
×4
Zeyi Huang
×3
Jun Chen
×3
Shuo Xin
×3
Liang Liu
×3
Xiaojun Hou
×3

Papers

  1. Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision
    AAAI 2026 ·
    Yimei Zhang
    ,
    Guojiang Shen
    ,
    Kaili Ning
    ,
    Tongwei Ren
    ,
    Xuebo Qiu
    , Mengmeng Wang,
    Xiangjie Kong
  2. Action Detail Matters: Refining Video Recognition with Local Action Queries
    CVPR 2025 · Mengmeng Wang,
    Zeyi Huang
    ,
    Xiangjie Kong
    ,
    Guojiang Shen
    ,
    Guang Dai
    ,
    Jingdong Wang
    ,
    Yong Liu
  3. DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-Making
    ICML 2025 ·
    Ziru Wang
    , Mengmeng Wang,
    Jade Dai
    ,
    Teli Ma
    ,
    Guo-Jun Qi
    ,
    Yong Liu
    ,
    Guang Dai
    ,
    Jingdong Wang
  4. EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
    IJCAI 2025 ·
    Bo Xu
    ,
    Quanhao Zhu
    ,
    Qingchen Zhang
    , Mengmeng Wang,
    Liang Zhao
    ,
    Hongfei Lin
    ,
    Jing Ren
    ,
    Feng Xia
  5. Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization
    IJCAI 2025 ·
    Yuanyuan Chang
    ,
    Yinghua Yao
    ,
    Tao Qin
    , Mengmeng Wang,
    Ivor W. Tsang
    ,
    Guang Dai
  6. LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting
    IJCAI 2025 ·
    Qihong Pan
    ,
    Haofei Tan
    ,
    Guojiang Shen
    ,
    Xiangjie Kong
    , Mengmeng Wang,
    Chenyang Xu
  7. Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling
    ICLR 2025 ·
    Yuzhe Yao
    ,
    Jun Chen
    ,
    Zeyi Huang
    ,
    Haonan Lin
    , Mengmeng Wang,
    Guang Dai
    ,
    Jingdong Wang
  8. MonoLift: Learning 3D Manipulation Policies from Monocular RGB via Distillation
    NeurIPS 2025 ·
    Ziru Wang
    , Mengmeng Wang,
    Guang Dai
    ,
    Yongliu Long
    ,
    Jingdong Wang
  9. SpotActor: Training-Free Layout-Controlled Consistent Image Generation
    AAAI 2025 ·
    Jiahao Wang
    ,
    Caixia Yan
    ,
    Weizhan Zhang
    ,
    Haonan Lin
    , Mengmeng Wang,
    Guang Dai
    ,
    Tieliang Gong
    ,
    Hao Sun
    ,
    Jingdong Wang
  10. TrackAny3D: Transferring Pretrained 3D Models for Category-Unified 3D Point Cloud Tracking
    ICCV 2025 · Mengmeng Wang,
    Haonan Wang
    ,
    Yulong Li
    ,
    Xiangjie Kong
    ,
    Jiaxin Du
    ,
    Guojiang Shen
    ,
    Feng Xia
  11. TriCLIP-3D: A Unified Parameter-Efficient Framework for Tri-Modal 3D Visual Grounding based on CLIP
    ACM MM 2025 ·
    Fan Li
    ,
    Zanyi Wang
    ,
    Zeyi Huang
    ,
    Guang Dai
    ,
    Jingdong Wang
    , Mengmeng Wang
  12. VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling
    IJCAI 2025 ·
    Sizhe Dang
    ,
    Huan Liu
    , Mengmeng Wang,
    Xin Lai
    ,
    Guang Dai
    ,
    Jingdong Wang
  13. A Multimodal, Multi-Task Adapting Framework for Video Action Recognition
    AAAI 2024 · Mengmeng Wang,
    Jiazheng Xing
    ,
    Boyuan Jiang
    ,
    Jun Chen
    ,
    Jianbiao Mei
    ,
    Xingxing Zuo
    ,
    Guang Dai
    ,
    Jingdong Wang
    ,
    Yong Liu
  14. A Robotic-centric Paradigm for 3D Human Tracking Under Complex Environments Using Multi-modal Adaptation
    IROS 2024 ·
    Shuo Xin
    ,
    Zhen Zhang
    ,
    Liang Liu
    ,
    Xiaojun Hou
    ,
    Deye Zhu
    , Mengmeng Wang,
    Yong Liu
  15. Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold
    ICLR 2024 ·
    Jun Chen
    ,
    Haishan Ye
    , Mengmeng Wang,
    Tianxin Huang
    ,
    Guang Dai
    ,
    Ivor W. Tsang
    ,
    Yong Liu
  16. Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
    NeurIPS 2024 ·
    Haonan Lin
    ,
    Wenbin An
    ,
    Jiahao Wang
    ,
    Yan Chen
    ,
    Feng Tian
    , Mengmeng Wang,
    Qianying Wang
    ,
    Guang Dai
    ,
    Jingdong Wang
  17. Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition
    ACM MM 2024 ·
    Chengyou Jia
    ,
    Minnan Luo
    ,
    Xiaojun Chang
    ,
    Zhuohang Dang
    ,
    Mingfei Han
    , Mengmeng Wang,
    Guang Dai
    ,
    Sizhe Dang
    ,
    Jingdong Wang
  18. Multi-modal 3D Human Tracking for Robots in Complex Environment with Siamese Point-Video Transformer
    ICRA 2024 ·
    Shuo Xin
    ,
    Zhen Zhang
    , Mengmeng Wang,
    Xiaojun Hou
    ,
    Yaowei Guo
    ,
    Xiao Kang
    ,
    Liang Liu
    ,
    Yong Liu
  19. OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance
    NeurIPS 2024 ·
    Jiahao Wang
    ,
    Caixia Yan
    ,
    Haonan Lin
    ,
    Weizhan Zhang
    , Mengmeng Wang,
    Tieliang Gong
    ,
    Guang Dai
    ,
    Hao Sun
  20. SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking
    CVPR 2024 ·
    Xiaojun Hou
    ,
    Jiazheng Xing
    ,
    Yijie Qian
    ,
    Yaowei Guo
    ,
    Shuo Xin
    ,
    Junhao Chen
    ,
    Kai Tang
    , Mengmeng Wang,
    Zhengkai Jiang
    ,
    Liang Liu
    ,
    Yong Liu
  21. SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation
    AAAI 2024 ·
    Chengyou Jia
    ,
    Minnan Luo
    ,
    Zhuohang Dang
    ,
    Guang Dai
    ,
    Xiaojun Chang
    , Mengmeng Wang,
    Jingdong Wang
  22. Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
    NeurIPS 2024 ·
    Haonan Lin
    ,
    Yan Chen
    ,
    Jiahao Wang
    ,
    Wenbin An
    , Mengmeng Wang,
    Feng Tian
    ,
    Yong Liu
    ,
    Guang Dai
    ,
    Jingdong Wang
    ,
    Qianying Wang