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Selected Publications:
*Equal contribution †Corresponding Author
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LiDAR-EVS: Enhance Extrapolated View Synthesis for 3D Gaussian Splatting with Pseudo-LiDAR Supervision
Yiming Huang*,
Xin Kang*,
Sipeng Zhang,
Hongliang Ren ,
Weihua Zhang,
Junjie Lai †
ECCV, 2026
[arXiv]
[Project Page]
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EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting
Changjing Liu,
Yiming Huang,
Long Bai ,
Beilei Cui ,
Hongliang Ren †
MICCAI, 2026
Early Accepted
[arXiv]
[Project Page]
[Code]
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TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Dual-Level Scale-Oriented Contrast
Beilei Cui* ,
Yiming Huang*,
Long Bai ,
Hongliang Ren †
CVPR, 2026
[arXiv]
[Code]
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SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting
Yiming Huang,
Long Bai ,
Beilei Cui ,
Kun Yuan,
Guankun Wang,
Mobarakol Islam,
Nicolas Padoy,
Nassir Navab,
Hongliang Ren †
MICCAI, 2025
MICCAI 2025 Young Scientist Award (5/3677)
[arXiv]
[Project Page]
[Code]
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Endo-4DGX: Robust Endoscopic Scene Reconstruction and Illumination Correction with Gaussian Splatting
Yiming Huang,
Long Bai ,
Beilei Cui ,
Yanheng Li,
Tong Chen,
Jie Wang,
Zhen Lei,
Hongbin Liu ,
Hongliang Ren †
MICCAI, 2025
[arXiv]
[Project Page]
[Code]
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Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting
Yiming Huang*,
Beilei Cui* ,
Long Bai* ,
Ziqi Guo,
Mengya Xu ,
Hongliang Ren †
MICCAI, 2024
[arXiv]
[Code]
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Robust Depth Enhancement via Polarization Prompt Fusion Tuning
Kei Ikemura* ,
Yiming Huang*,
Felix Heide ,
Zhaoxiang Zhang ,
Qifeng Chen ,
Chenyang Lei †
CVPR, 2024
[arXiv]
[Code]
[Project Page]
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Teaching:
ELEG 3701 2023 Fall
ELEG 4701 2024 Spring
ELEG 4701 2024 Fall
ELEG 5757 2025 Spring
......
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Academic Services:
Review for TRO, TMI, MIA, CVPR, ECCV, Neurips, AAAI, MICCAI, ICRA, IROS, ROBIO.
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Intern and Experience:
SenseTime, Computer Vision Engineer, 2022.1 - 2022.8
Enterprize (HKUST Robomaster), Infantry Robot PIC, RADAR Algorithm, 2020.9 - 2023.8
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© Yiming HUANG
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