Shanlin Sun (孙 山林)

@article{sun2025ouroboros,
  title = {Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering},
  author = {Sun*, Shanlin and Wang*, Yifan and Zhang*, Hanwen and Xiong, Yifeng and Ren, Qin and Fang, Ruogu and Xie, Xiaohui and You, Chenyu},
  booktitle = {International Conference on Computer Vision},
  month = oct,
  year = {2025},
  note = {Finetune single-step diffusion models for cycle-consistent fast neural image decomposition and composition.},
}

@article{sun2024coma,
  title = {CoMA: Compositional Human Motion Generation with Multi-modal Agents},
  author = {Sun*, Shanlin and Araujo*, Gabriel and Xu*, Jiaqi and Zhou*, Shenghan and Zhang, Hanwen and Huang, Ziheng and You, Chenyu and Xie, Xiaohui},
  journal = {arXiv preprint},
  month = dec,
  year = {2024},
  note = {How MLLM reasoning faciliates human motion generation, editing and self-correction?},
}

@inproceedings{sun2024lidarf,
  title = {LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes},
  author = {Sun, Shanlin and Zhuang, Bingbing and Jiang, Ziyu and Liu, Buyu and Xie, Xiaohui and Chandraker, Manmohan},
  booktitle = {Computer Vision and Pattern Recognition},
  month = jun,
  year = {2024},
  note = {How to encode Lidar geometry guidance into NeRF training? How to deal with noisy/sparse Lidar supervision? How to augment data from Lidar data?},
}

@article{sun2022medical,
  title = {Medical Image Registration via Neural Fields},
  author = {Sun, Shanlin and Han, Kun and You, Chenyu and Tang, Hao and Kong, Deying and Naushad, Junayed and Yan, Xiangyi and Ma, Haoyu and Khosravi, Pooya and Duncan, James S and Xie, Xiaohui},
  journal = {Medical Image Analysis},
  month = jul,
  year = {2024},
  note = {Introducing neural fields into 3D medical image registration. It is lightweight and fast, can be displacement-based or velocity-based.},
}

@inproceedings{sun2022topology,
  title = {Topology-preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow},
  author = {Sun, Shanlin and Han, Kun and Kong, Deying and Tang, Hao and Yan, Xiangyi and Xie, Xiaohui},
  booktitle = {Computer Vision and Patern Recognition},
  month = jun,
  year = {2022},
  note = {Introcuding topology preserving to template-based deep implicit shape representation via Neural ODE.},
}