Liyuan Pan (潘利源)

@article{Yu_2026_IJCV,
  author = {Yu, Kailong and Han, Mina and Pan, Liyuan and Liu, Liu and Liu, Miaomiao and Liang, Wei},
  journal = {International Journal of Computer Vision},
  title = {DCRR++: Unsupervised Reflection Removal and Novel View Synthesis via Dual-Pixel Guided 3D Gaussian Splatting},
  year = {2026},
  volume = {134},
  number = {6},
  pages = {284},
  dimensions = {true}
}

@inproceedings{Xu_2026_CVPR,
  author = {Xu, Qinfu and Pan, Liyuan and Wei, Yiwei and Yuan, Shaozu and Chen, Jiaqi and Liu, Tianyu},
  title = {EmoThinker: Advancing Visual-Acoustic Emotion Analysis via Structural Token Selection and Chain-of-Thought Reasoning},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2026},
  pages = {1672-1682},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Zhang_2026_CVPR,
  author = {Zhang, Ruikun and Yang, Yan and Pan, Liyuan},
  title = {From Spots to Pixels: Dense Spatial Gene Expression Prediction from Histology Images},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2026},
  pages = {19791-19800},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Chen_2026_CVPR,
  author = {Chen, Jiaqi and Xu, Qinfu and Pan, Liyuan},
  title = {DarkShake-DVS: Event-based Human Action Recognition under Low-light and Shaking Camera Conditions},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2026},
  pages = {20149-20159},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Ning_2026_CVPR,
  author = {Ning, Aoxiang and Yu, Kailong and Xue, Minglong and Pan, Liyuan and He, Jinhong and Yan, Wenchao and Zhou, Mingliang and Wu, Yirui},
  title = {Language-Guided One-Step Diffusion Model for Nighttime Flare Removal},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2026},
  pages = {38442-38452},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Duan_2026_CVPR_GeoFree,
  author = {Duan, Xin and Liu, Xiabi and Pan, Liyuan},
  title = {GeoFree-CoSeg: Unsupervised Point Cloud-Image Cross-Modal Co-Segmentation Without Geometric Alignment},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2026},
  pages = {10778-10788},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Liu_2026_CVPRF_Fog,
  author = {Liu, Enqi and Pan, Liyuan and Gao, Zhi and Li, Lingzhi and Li, Qing},
  title = {Seeing Through Fog: Towards Fog-Invariant Action Recognition},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops and Findings},
  month = jun,
  year = {2026},
  pages = {},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Yang_2026_ICME,
  author = {Yang, Hao and Yang, Yan and Zhang, Ruikun and Pan, Liyuan},
  title = {A Preliminary Study on GPT-Image Generation Model for Image Restoration},
  booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
  year = {2026},
  pages = {},
  publisher = {IEEE},
  dimensions = {true}
}

@article{Duan_2026_PR,
  author = {Duan, Xin and Yang, Yan and Pan, Liyuan and Liu, Xiabi and Gong, Mingyang},
  journal = {Pattern Recognition},
  title = {SZCo: Self-supervised Zero-shot Co-segmentation with Region-text Alignment Learning},
  year = {2026},
  volume = {177},
  number = {},
  pages = {113308},
  dimensions = {true}
}

@inproceedings{Han_2026_AAAI,
  author = {Han, Mengqiao and Pan, Liyuan and Liu, Xiabi and Zhang, Hongming},
  title = {Oligodendrocyte-Driven Spiking Neural Model},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2026},
  pages = {21576-21584},
  publisher = {AAAI},
  dimensions = {true}
}

@inproceedings{Yang_2025_CVPR_EZSR,
  author = {Yang, Yan and Pan, Liyuan and Li, Dongxu and Liu, Liu},
  title = {EZSR: Event-based Zero-Shot Recognition},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2025},
  pages = {4628-4638},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Han_2025_CVPR_DynFocus,
  author = {Han, Yudong and Guo, Qingpei and Pan, Liyuan and Liu, Liu and Guan, Yu and Yang, Ming},
  title = {DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2025},
  pages = {8512-8522},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Han_2025_CVPR_GliaNet,
  author = {Han, Mengqiao and Pan, Liyuan and Liu, Xiabi},
  title = {GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2025},
  pages = {25240-25249},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Li_2025_CVPR,
  author = {Li, Yunlong and Liu, Xiabi and Pan, Liyuan and Ren, Yuchen},
  title = {Task-Specific Gradient Adaptation for Few-Shot One-Class Classification},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2025},
  pages = {30556-30565},
  publisher = {CVPR},
  dimensions = {true}
}

@inproceedings{Yang_2025_ACL_Findings,
  author = {Yang, Yan and Li, Dongxu and Wu, Haoning and Chen, Bei and Liu, Liu and Pan, Liyuan and Li, Junnan},
  title = {ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks},
  booktitle = {Findings of the Association for Computational Linguistics: ACL 2025},
  year = {2025},
  pages = {10883-10892},
  publisher = {ACL},
  dimensions = {true}
}

@article{Hai_2025_PR,
  author = {Hai, Zhaoyang and Pan, Liyuan and Liu, Xiabi and Han, Mengqiao},
  journal = {Pattern Recognition},
  title = {L2T-DFM: Learning to Teach with Dynamic Fused Metric},
  year = {2025},
  volume = {159},
  number = {},
  pages = {111124},
  dimensions = {true}
}

@article{Duan_2025_PR,
  author = {Duan, Xin and Yang, Yan and Pan, Liyuan and Liu, Xiabi},
  journal = {Pattern Recognition},
  title = {LCCo: Lending CLIP to Co-segmentation},
  year = {2025},
  volume = {161},
  number = {},
  pages = {111252},
  doi = {10.1016/j.patcog.2024.111252},
  dimensions = {true}
}

@article{Zhang_2025_VI,
  author = {Zhang, Ruikun and Yang, Zhiyuan and Pan, Liyuan},
  journal = {Visual Intelligence},
  title = {DehazeMamba: Large Multi-modal Model Guided Single Image Dehazing via Mamba},
  year = {2025},
  volume = {3},
  number = {1},
  pages = {},
  dimensions = {true}
}

@article{liyuan_2024_PAMI,
  author = {Pan, Liyuan and Hartley, Richard and Liu, Liu and Xu, Zhiwei and Chowdhury, Shah and Yang, Yan and Zhang, Hongguang and Li, Hongdong and Liu, Miaomiao},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  title = {Weakly-supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors},
  year = {2024},
  volume = {},
  number = {},
  pages = {1-17},
  keywords = {Estimation;Sensors;Cameras;Image restoration;Training;Apertures;Image sensors},
  doi = {10.1109/TPAMI.2024.3458974},
}

@inproceedings{Yang_2024_ECCV,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu},
  title = {Event Camera Data Dense Pre-training},
  booktitle = {The European Conference on Computer Vision (ECCV)},
  month = oct,
  year = {2024},
  pages = {XX},
  publisher = {ECCV},
  dimensions = {true}
}

@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}
}

@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}
}

@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}
}

@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},
}

@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}
}

@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}
}

@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}
}