Liyuan Pan (潘利源)

中心教学楼1305A

北京理工大学中关村校区

liyuan.pan AT bit.edu.cn

潘利源，博士，北京理工大学计算机学院特别研究员，博士生导师，国家级青年人才。 2021年于澳大利亚国立大学获得哲学博士学位，导师为Dr. Richard Hartley, Miaomiao Liu, Yuchao Dai 和 Hongdong Li。 2021年至2022于澳大利亚国立大学从事博士后研究，导师为Dr. Eric Stone。 2022年6月加入北京理工大学计算机学院。 2022年入选北京市青年人才托举工程。 2023年负责国家自然科学青年基金。在计算机视觉与机器学习顶级国际会议/期刊ICCV, CVPR, TPAMI, NeurIPS等发表多篇论文，获Google地标检索挑战赛全球第3名，ICCV 2021最佳审稿人。主要从事视觉和语言、场景理解、生物医学图像处理和新型传感器方向的研究。

招生计划：每年招收博士生2～3人，硕士研究生2人。

欢迎有志于视觉与语言、机器学习、人工智能研究的同学们加入！

news

Oct 18, 2023	I am looking for prospective Ph.D. and master students for the year 2024.

recent publications

CVPR

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network

Hao Yang, Liyuan Pan, Yan Yang, and 2 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

Bib PDF

@inproceedings{YangHao_2024_CVPR2,
  author = {Yang, Hao and Pan, Liyuan and Yang, Yan and Hartley, Richard and Liu, Miaomiao},
  title = {LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2024},
  pages = {XX-XX},
  publisher = {CVPR},
  dimensions = {true}
}

CVPR

Language-driven All-in-one Adverse Weather Removal

Hao Yang, Liyuan Pan, Yan Yang, and 1 more author

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

Bib PDF

@inproceedings{YangHao_2024_CVPR1,
  author = {Yang, Hao and Pan, Liyuan and Yang, Yan and Liang, Wei},
  title = {Language-driven All-in-one Adverse Weather Removal},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2024},
  pages = {XX-XX},
  publisher = {CVPR},
  dimensions = {true}
}

AAAI

MA-Net: Rethinking Neural Unit in the light of Astrocytes

Mengqiao Han, Liyuan Pan, and Xiabi Liu

In The Annual AAAI Conference on Artificial Intelligence (AAAI), Feb 2024

Bib PDF

@inproceedings{Han_2024_AAAI,
  author = {Han, Mengqiao and Pan, Liyuan and Liu, Xiabi},
  title = {MA-Net: Rethinking Neural Unit in the light of Astrocytes},
  booktitle = {The Annual AAAI Conference on Artificial Intelligence (AAAI)},
  month = feb,
  year = {2024},
  pages = {XX-XX},
  publisher = {AAAI},
  dimensions = {true}
}

NeurIPS

L2T-DLN: Learning to Teach with Dynamic Loss Network

Zhaoyang Hai, Liyuan Pan, Xiabi Liu, and 2 more authors

In Advances in Neural Information Processing Systems, Dec 2023

Bib

@inproceedings{Hai_2023_Neurips,
  author = {Hai, Zhaoyang and Pan, Liyuan and Liu, Xiabi and Liu, Zhengzheng and Yunita, Mirna},
  booktitle = {Advances in Neural Information Processing Systems},
  pages = {},
  publisher = {Curran Associates, Inc.},
  title = {L2T-DLN: Learning to Teach with Dynamic Loss Network},
  url = {},
  volume = {32},
  month = dec,
  year = {2023},
  dimensions = {true},
}

ICCV

Event Camera Data Pre-training

Yan Yang, Liyuan Pan, and Liu Liu

In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023

Abs Bib HTML PDF

@inproceedings{Yang_2023_ICCV,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu},
  title = {Event Camera Data Pre-training},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  month = oct,
  year = {2023},
  pages = {10699-10709},
  publisher = {ICCV},
  dimensions = {true}
}

CVPR

AstroNet: When Astrocyte Meets Artificial Neural Network

Mengqiao Han, Liyuan Pan, and Xiabi Liu

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

Abs Bib PDF

@inproceedings{Han_2023_CVPR,
  author = {Han, Mengqiao and Pan, Liyuan and Liu, Xiabi},
  title = {AstroNet: When Astrocyte Meets Artificial Neural Network},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2023},
  pages = {20258-20268},
  publisher = {CVPR},
  dimensions = {true}
}

CVPR

K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring

Yan Yang, Liyuan Pan, Liu Liu, and 1 more author

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

Abs Bib PDF

@inproceedings{Yang_2023_CVPR,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu and Liu, Miaomiao},
  title = {K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2023},
  pages = {13263-13272},
  publisher = {CVPR},
  dimensions = {true}
}