Weihao Yu

Weihao Yu 喻伟豪

Ph.D. student at CUHK

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About Me

I am a 2nd year Ph.D. student at The Chinese University of Hong Kong, supervised by Prof. Yixuan Yuan. I received my M.Eng from Shanghai Jiao Tong University under Prof. Jie Yang and Prof. Yun Gu. I obtained my B.Eng. in Automation at Shanghai Jiao Tong University.

Previously, I was dedicated to advancing 3D/4D healthcare, including human body regions such as chest, abdomen, and oral cavity, as well as data modalities like CT, X-ray, and point clouds.

My current research focuses on achieving Artificial General Intelligence (AGI) by developing integrated systems that leverage Multimodal Large Language Models for advanced visual understanding and generation.

Recent News

  • [06 2025]: Three papers, X2-Gaussian, GaussianReg, and InfoBridge, are accepted to ICCV 2025.
  • [06 2025]: One paper, STEAM, is accepted to MICCAI 2025.
  • [03 2025]: One paper, GeoT, is accepted to IPMI 2025.
  • [02 2025]: One paper, MonoSplat, is accepted to CVPR 2025.
  • [01 2025]: One paper, Polyp-Gen, is accepted to ICRA 2025.
  • [06 2024]: One paper, Gtp-4o, is accepted to ECCV 2024.
  • [06 2024]: One paper, EndoSparse, is accepted to MICCAI 2024.
  • [06 2023]: One paper, AirwayFormer, is accepted to MICCAI 2023.
  • [04 2023]: Excited to start my internship at BAAI!
  • [10 2022]: Our paper, LTSP, receives the Bench-to-Bedside Best Paper Award at IPCAI 2022!
  • [08 2022]: One paper, TNN, is accepted to IEEE TMI.
  • [05 2022]: Our paper, Break, is nominated for the Best Paper Award at ISBI 2022!
  • [01 2022]: One paper, Break, is accepted to ISBI 2022.
  • [01 2022]: Excited to start my internship at Tencent YouTu Lab!
  • [12 2021]: One paper, LTSP, is accepted to IPCAI 2022.

Selected Publications

* denotes equal contribution. Full list on Google Scholar.
Teaser for X2-Gaussian paper
X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction
Weihao Yu, Yuanhao Cai, Ruyi Zha, Zhiwen Fan, Chenxin Li, Yixuan Yuan
International Conference on Computer Vision (ICCV), 2025
Paper Project Page Code
Teaser for GaussianReg paper
GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives
Weihao Yu, Xiaoqing Guo, Xinyu Liu, Yifan Liu, Hao Zheng, Yawen Huang, Yixuan Yuan
International Conference on Computer Vision (ICCV), 2025
Paper Project Page Code
Teaser for GeoT paper
GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud Segmentation
Weihao Yu, Xiaoqing Guo, Chenxin Li, Yifan Liu, Yixuan Yuan
Information Processing in Medical Imaging (IPMI), 2025
Paper Code
Teaser for AirwayFormer paper
AirwayFormer: Structure-Aware Boundary-Adaptive Transformers for Airway Anatomical Labeling
Weihao Yu*, Hao Zheng*, Yun Gu, Fangfang Xie, Jiayuan Sun, Jie Yang
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023 (early accept)
Paper Code
Teaser for TNN paper
TNN: Tree neural network for airway anatomical labeling
Weihao Yu*, Hao Zheng*, Yun Gu, Fangfang Xie, Jie Yang, Jiayuan Sun, Guang-Zhong Yang
IEEE Transactions on Medical Imaging (TMI), 2022
Paper Code
Teaser for Break paper
Break: Bronchi reconstruction by geodesic transformation and skeleton embedding
Weihao Yu, Hao Zheng, Minghui Zhang, Hanxiao Zhang, Jiayuan Sun, Jie Yang
IEEE International Symposium on Biomedical Imaging (ISBI), 2022 (best-paper-award finalists)
Paper Code

Experience

Professional Services