Yifan Liu

According to our database, Yifan Liu authored at least 22 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Foundation Model-Guided Gaussian Splatting for 4D Reconstruction of Deformable Tissues.

Yifan Liu, Chenxin Li, Hengyu Liu, Chen Yang, Yixuan Yuan

IEEE Trans. Medical Imaging, June, 2025

X-GRM: Large Gaussian Reconstruction Model for Sparse-view X-rays to Computed Tomography.

Yifan Liu, Wuyang Li, Weihao Yu, Chenxin Li, Alexandre Alahi, Max Meng, Yixuan Yuan

CoRR, May, 2025

GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud Segmentation.

Weihao Yu, Xiaoqing Guo, Chenxin Li, Yifan Liu, Yixuan Yuan

CoRR, March, 2025

InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting.

Chenxin Li, Hengyu Liu, Zhiwen Fan, Wuyang Li, Yifan Liu, Panwang Pan, Yixuan Yuan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting.

Yifeng Yang, Hengyu Liu, Chenxin Li, Yining Sun, Wuyang Li, Yifan Liu, Yiyang Lin, Yixuan Yuan, Nanyang Ye

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models.

Yifan Liu, Keyu Fan, Weihao Yu, Chenxin Li, Hao Lu, Yixuan Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting.

Chenxin Li, Hengyu Liu, Zhiwen Fan, Wuyang Li, Yifan Liu, Panwang Pan, Yixuan Yuan

CoRR, 2024

Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

CoRR, 2024

EndoGaussian: Gaussian Splatting for Deformable Surgical Scene Reconstruction.

Yifan Liu, Chenxin Li, Chen Yang, Yixuan Yuan

CoRR, 2024

<i>P²SAM: </i> Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images.

Yuzhi Huang, Chenxin Li, Zixu Lin, Hengyu Liu, Haote Xu, Yifan Liu, Yue Huang, Xinghao Ding, Xiaotong Tu, Yixuan Yuan

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels.

Yifan Liu, Wuyang Li, Cheng Wang, Hui Chen, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction.

Hengyu Liu, Yifan Liu, Chenxin Li, Wuyang Li, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting.

Chenxin Li, Brandon Y. Feng, Yifan Liu, Hengyu Liu, Cheng Wang, Weihao Yu, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation.

Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan

Proceedings of the Computer Vision - ECCV 2024, 2024

PV-SSM: Exploring Pure Visual State Space Model for High-dimensional Medical Data Analysis.

Cheng Wang, Xinyu Liu, Chenxin Li, Yifan Liu, Yixuan Yuan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

GRAB-Net: Graph-Based Boundary-Aware Network for Medical Point Cloud Segmentation.

Yifan Liu, Wuyang Li, Jie Liu, Hui Chen, Yixuan Yuan

IEEE Trans. Medical Imaging, September, 2023

Transferability-Guided Multi-source Model Adaptation for Medical Image Segmentation.

Chen Yang, Yifan Liu, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

FedPD: Federated Open Set Recognition with Parameter Disentanglement.

Chen Yang, Meilu Zhu, Yifan Liu, Yixuan Yuan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Dynamic Depth-Aware Network for Endoscopy Super-Resolution.

Wenting Chen, Yifan Liu, Jiancong Hu, Yixuan Yuan

IEEE J. Biomed. Health Informatics, 2022

Edge-Oriented Point-Cloud Transformer for 3D Intracranial Aneurysm Segmentation.

Yifan Liu, Jie Liu, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022