PPaperPicks

Lin Ma

Meituan Inc., Beijing, China

28 papers at tracked venues · 24 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Zequn Jie
×10
Chengjian Feng
×8
Yujie Zhong
×6
Feng Yan
×5
Limeng Qiao
×4
Zhijian Huang
×4
Xiaodan Liang
×4
Shaoxiang Chen
×4
Xiaoxu Xu
×3
Qiudan Zhang
×3
Xu Wang
×3
Yang Jiao
×3

Papers

  1. DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation
    AAAI 2026 ·
    Xuexun Liu
    ,
    Xiaoxu Xu
    ,
    Qiudan Zhang
    , Lin Ma,
    Xu Wang
  2. X-SAM: From Segment Anything to Any Segmentation
    AAAI 2026 ·
    Hao Wang
    ,
    Limeng Qiao
    ,
    Zequn Jie
    ,
    Zhijian Huang
    ,
    Chengjian Feng
    ,
    Qingfang Zheng
    , Lin Ma,
    Xiangyuan Lan
    ,
    Xiaodan Liang
  3. Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation
    AAAI 2025 ·
    Jiaqi Chen
    ,
    Bingqian Lin
    ,
    Xinmin Liu
    , Lin Ma,
    Xiaodan Liang
    ,
    Kwan-Yee K. Wong
  4. CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
    ICLR 2025 ·
    Feng Yan
    ,
    Weixin Luo
    ,
    Yujie Zhong
    ,
    Yiyang Gan
    , Lin Ma
  5. DisTime: Distribution-Based Time Representation for Video Large Language Models
    ICCV 2025 ·
    Yingsen Zeng
    ,
    Zepeng Huang
    ,
    Yujie Zhong
    ,
    Chengjian Feng
    ,
    Jie Hu
    , Lin Ma,
    Yang Liu
  6. FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction
    NeurIPS 2025 ·
    Siyu Jiao
    ,
    Gengwei Zhang
    ,
    Yinlong Qian
    ,
    Jiancheng Huang
    ,
    Yao Zhao
    ,
    Humphrey Shi
    , Lin Ma,
    Yunchao Wei
    ,
    Zequn Jie
  7. GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection
    NeurIPS 2025 ·
    Jiaming Li
    ,
    Zhijia Liang
    ,
    Weikai Chen
    , Lin Ma,
    Guanbin Li
  8. MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning
    WACV 2025 ·
    Chenyu Wang
    ,
    Weixin Luo
    ,
    Sixun Dong
    ,
    Xiaohua Xuan
    ,
    Zhengxin Li
    , Lin Ma,
    Shenghua Gao
  9. RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving
    ICCV 2025 ·
    Zhijian Huang
    ,
    Chengjian Feng
    ,
    Feng Yan
    ,
    Baihui Xiao
    ,
    Zequn Jie
    ,
    Yujie Zhong
    ,
    Xiaodan Liang
    , Lin Ma
  10. RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation
    ICCV 2025 ·
    Feng Yan
    ,
    Fanfan Liu
    ,
    Yiyang Huang
    ,
    Zechao Guan
    ,
    Liming Zheng
    ,
    Yufeng Zhong
    ,
    Chengjian Feng
    , Lin Ma
  11. RoboTron-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction
    ICCV 2025 ·
    Yufeng Zhong
    ,
    Chengjian Feng
    ,
    Feng Yan
    ,
    Fanfan Liu
    ,
    Liming Zheng
    , Lin Ma
  12. RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case
    ICCV 2025 ·
    Baihui Xiao
    ,
    Chengjian Feng
    ,
    Zhijian Huang
    ,
    Feng Yan
    ,
    Yujie Zhong
    , Lin Ma
  13. Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
    NeurIPS 2025 ·
    Xiaoxiao Ma
    ,
    Feng Zhao
    ,
    Pengyang Ling
    ,
    Haibo Qiu
    ,
    Zhixiang Wei
    ,
    Hu Yu
    ,
    Jie Huang
    ,
    Zhixiong Zeng
    , Lin Ma
  14. Towards Efficient Foundation Model for Zero-shot Amodal Segmentation
    CVPR 2025 ·
    Zhaochen Liu
    ,
    Limeng Qiao
    ,
    Xiangxiang Chu
    , Lin Ma,
    Tingting Jiang
  15. UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
    CVPR 2025 ·
    Yang Jiao
    ,
    Haibo Qiu
    ,
    Zequn Jie
    ,
    Shaoxiang Chen
    ,
    Jingjing Chen
    , Lin Ma,
    Yu-Gang Jiang
  16. VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
    NeurIPS 2025 ·
    Ziteng Wang
    ,
    Siqi Yang
    ,
    Limeng Qiao
    , Lin Ma
  17. VITRIX-UniViTAR: Unified Vision Transformer with Native Resolution
    NeurIPS 2025 ·
    Limeng Qiao
    ,
    Yiyang Gan
    ,
    Bairui Wang
    ,
    Jie Qin
    ,
    Shuang Xu
    ,
    Siqi Yang
    , Lin Ma
  18. 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance
    ECCV 2024 ·
    Xiaoxu Xu
    ,
    Yitian Yuan
    ,
    Jinlong Li
    ,
    Qiudan Zhang
    ,
    Zequn Jie
    , Lin Ma,
    Hao Tang
    ,
    Nicu Sebe
    ,
    Xu Wang
  19. AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning
    CVPR 2024 ·
    Duojun Huang
    ,
    Xinyu Xiong
    ,
    Jie Ma
    ,
    Jichang Li
    ,
    Zequn Jie
    , Lin Ma,
    Guanbin Li
  20. Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
    ICLR 2024 ·
    Yuan Gao
    ,
    Weizhong Zhang
    ,
    Wenhan Luo
    , Lin Ma,
    Jin-Gang Yu
    ,
    Gui-Song Xia
    ,
    Jiayi Ma
  21. ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field
    AAAI 2024 ·
    Zhangkai Ni
    ,
    Peiqi Yang
    ,
    Wenhan Yang
    ,
    Hanli Wang
    , Lin Ma,
    Sam Kwong
  22. InstaGen: Enhancing Object Detection by Training on Synthetic Dataset
    CVPR 2024 ·
    Chengjian Feng
    ,
    Yujie Zhong
    ,
    Zequn Jie
    ,
    Weidi Xie
    , Lin Ma
  23. Instance-Aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning
    AAAI 2024 ·
    Yang Jiao
    ,
    Zequn Jie
    ,
    Shaoxiang Chen
    ,
    Lechao Cheng
    ,
    Jingjing Chen
    , Lin Ma,
    Yu-Gang Jiang
  24. LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
    NeurIPS 2024 ·
    Xuexun Liu
    ,
    Xiaoxu Xu
    ,
    Jinlong Li
    ,
    Qiudan Zhang
    ,
    Xu Wang
    ,
    Nicu Sebe
    , Lin Ma
  25. Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
    NeurIPS 2024 ·
    Yang Jiao
    ,
    Shaoxiang Chen
    ,
    Zequn Jie
    ,
    Jingjing Chen
    , Lin Ma,
    Yu-Gang Jiang
  26. Making Large Language Models Better Planners with Reasoning-Decision Alignment
    ECCV 2024 ·
    Zhijian Huang
    ,
    Tao Tang
    ,
    Shaoxiang Chen
    ,
    Sihao Lin
    ,
    Zequn Jie
    , Lin Ma,
    Guangrun Wang
    ,
    Xiaodan Liang
  27. Misalignment-Robust Frequency Distribution Loss for Image Transformation
    CVPR 2024 ·
    Zhangkai Ni
    ,
    Juncheng Wu
    ,
    Zian Wang
    ,
    Wenhan Yang
    ,
    Hanli Wang
    , Lin Ma
  28. UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection
    ECCV 2024 ·
    Yingsen Zeng
    ,
    Yujie Zhong
    ,
    Chengjian Feng
    , Lin Ma