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ZhanKunLiAuto/README.md

詹锟 (Kun Zhan) 👋

🚀 自动驾驶算法专家 | AI Researcher

Google Scholar Email Contact

🔭 关于我 | About Me

你好,我是詹锟(Kun Zhan)。目前在理想汽车担任认知智能负责人,带领团队专注于认知模型、世界模型和强化学习等方向的研发与落地。

我的研究"野心"很大:自动驾驶、计算机视觉、3D视觉、大语言模型、具身智能… 基本上只要能让车子"更聪明"的技术,我都想研究个遍!特别痴迷于把最前沿的AI技术实实在在地装进机器人/车里,让科幻电影里的场景变成现实,实现无人化的未来。

对我而言,技术创新不仅是理论突破,更应该是能够切实改变人们出行方式的实践。希望能通过不断探索,为自动驾驶技术的发展贡献自己的力量。

🌟 研究领域 | Research Interests

  • 自动驾驶 (Autonomous Driving)
  • 计算机视觉 (Computer Vision)
  • 3D视觉 (3D Vision)
  • 大模型应用 (Large Language Models)
  • 世界模型 (World Models)

💼 工作经历 | Work Experience

理想汽车 (Li Auto) | 2021.4 - 至今

百度 (Baidu) | 2016.4 - 2021.3

🎓 教育背景 | Education

  • 北京航空航天大学 | 2013.9 - 2016.4
    硕士研究生,导航制导与控制专业
    研究方向:目标识别和目标跟踪

  • 北京科技大学 | 2009.9 - 2013.6
    本科,自动化专业

📚 学术成果 | Academic Achievements

代表性论文 | Selected Publications

  1. Drivevlm: The convergence of autonomous driving and large vision-language models (2024)
    X Tian, J Gu, B Li, Y Liu, Y Wang, Z Zhao, K Zhan, P Jia, X Lang, H Zhao
    arXiv preprint arXiv:2402.12289 | 引用: 107

  2. Street gaussians: Modeling dynamic urban scenes with gaussian splatting (2024)
    Y Yan, H Lin, C Zhou, W Wang, H Sun, K Zhan, X Lang, X Zhou, S Peng
    European Conference on Computer Vision, 156-173 | 引用: 102

  3. Planagent: A multi-modal large language agent for closed-loop vehicle motion planning (2024)
    Y Zheng, Z Xing, Q Zhang, B Jin, P Li, Y Zheng, Z Xia, K Zhan, X Lang, D Zhao
    arXiv preprint arXiv:2406.01587 | 引用: 12

  4. Tod3cap: Towards 3d dense captioning in outdoor scenes (2024)
    B Jin, Y Zheng, P Li, W Li, Y Zheng, S Hu, X Liu, J Zhu, Z Yan, H Sun, K Zhan, X Lang, P Jia
    European Conference on Computer Vision, 367-384 | 引用: 10

  5. Unleashing generalization of end-to-end autonomous driving with controllable long video generation (2024)
    E Ma, L Zhou, T Tang, Z Zhang, D Han, J Jiang, K Zhan, P Jia, X Lang, K Yu
    arXiv preprint arXiv:2406.01349 | 引用: 9

专利 | Patents

  • 申请中美专利八项

📊 学术影响力 | Academic Impact

Citation Metrics h-index i10-index

📫 联系方式 | Contact

Pinned Loading

  1. LiAutoAD/.github LiAutoAD/.github Public

    This is LiAuto Autonomous Driving Group code repo.

  2. Awesome-Synthetic-Data-for-Perception-Task Awesome-Synthetic-Data-for-Perception-Task Public

    Forked from weijiawu/Awesome-Synthetic-Data-for-Perception-Task

  3. LAVIS-AD LAVIS-AD Public

    Forked from salesforce/LAVIS

    LAVIS - A One-stop Library for Language-Vision Intelligence

    Jupyter Notebook

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