Yifan LiuPh.D. Student
Department of Electronic Engineering, |
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I am currently a third year (2023.01-) Ph.D. student in the Department of Electronic Engineering, Chinese University of Hong Kong (CUHK), supervised by Prof. Yixuan Yuan. Before that, I received B. Eng. degree in Electronic Information Engineering from the Huazhong University of Science and Technology(HUST) in 2021.
I'm currently working on the medical image analysis, with a focus on 3D reconstruction and 3D point cloud analysis.
[06/2024] Three more papers accepted by MICCAI2024.
[05/2024] One paper accepted by MICCAI2024 (early accept, 14%).
[07/2023] One paper accepted by ICCV23.
[06/2023] Pass the Ph.D. Qualify Examination.
[05/2023] One paper accepted by MICCAI2023 (early accept, 14%).
[03/2023] One paper accpeted by IEEE TMI 2023. (IF. 11.037).
[07/2022] One paper accepted by IEEE JBHI 2022. (IF.5.772).
[06/2022] One paper accepted by MICCAI 2022 (early accept, 14%).
[06/2021] I graduate from the School of EIE in HUST and receive B.Sc. degree.
Preprint:
EndoGaussian: Gaussian Splatting for Deformable Surgical Scene Reconstruction |
Journal:
GRAB-Net: Graph-based Boundary-aware Network for Medical Point Cloud Segmentation |
Dynamic Depth-Aware Network for Endoscopy Super-Resolution |
Conference:
When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels |
LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction |
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting |
Endora: Video Generation Models as Endoscopy Simulators |
FedPD: Federated Open Set Recognition with Parameter Disentanglement. |
Transferability-guided Multi-source Model Adaptation for Medical Image Segmentation. |
Edge-oriented Point-cloud Transformer for 3D Intracranial Aneurysm Segmentation |
Crowd Counting via Hierarchical Scale Recalibration Network |
Haihang Scholarship, 2020
Self-Reliance Scholarship, 2019-2020
Scholarship of Academic Excellence, 2017-2020
Outstanding Graduates of Huazhong University of Science and Technology, 2021
ENGG1130: Multivariable Calculus for Engineers, 2023 Spring, CUHK.
ENGG2760: Probability for Engineers, 2023 Fall, CUHK.
ELEG4512: Digital Image Processing, 2024 Spring, CUHK.
Conference Reviewer: ECCV'23, ACM MM'23, ECAI'23, 3DV'23, MICCAI'23.
Journal Reviewer: TMI, TCSVT