Weihao Yu

Weihao Yu 喻伟豪

Ph.D. candidate at CUHK

Email CV Google Scholar GitHub

About Me

I am a Ph.D. candidate 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.

New: I expect to graduate in 2027 and aspire to enter industry. If there are any suitable internship opportunities, please contact me via email.

Recent News

  • [09 2025]: One paper, GoT, is accepted to NeurIPS 2025.
  • [07 2025]: One paper, ToothMaker, is accepted to IEEE TMI.
  • [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 TNN paper
ToothMaker: Realistic Panoramic Dental Radiograph Generation via Disentangled Control
Weihao Yu, X Guo, W Li, X Liu, H Chen, Y Yuan
IEEE Transactions on Medical Imaging (TMI), 2025
Paper Code
Teaser for X2-Gaussian paper
X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction
Weihao Yu, Y Cai, R Zha, Z Fan, C Li, Y 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, X Guo, X Liu, Y Liu, H Zheng, Y Huang, Y 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, X Guo, C Li, Y Liu, Y 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, H Zheng, Y Gu, F Xie, J Sun, J 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, H Zheng, Y Gu, F Xie, J Yang, J Sun, G 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, H Zheng, M Zhang, H Zhang, J Sun, J Yang
IEEE International Symposium on Biomedical Imaging (ISBI), 2022 (best-paper-award nomination)
Paper Code

Experience

Professional Services