Zhentao Liu

I’m currently a third-year Ph.D. student in the IMPACT Lab at ShanghaiTech University, under the supervision of Prof. Zhiming Cui and Prof. Dinggang Shen. Previously, I earned my bachelor’s degree from Ningbo University, China, in 2022, under the supervision of Prof. Qiuping Jiang. My current research interests include 3D/4D vision & reconstruction, neural representation, and medical image reconstruction.

Email: liuzht2022@shanghaitech.edu.cn / zhentaoliu0319@163.com

Google Scholar / Github

Education

ShanghaiTech University, Shanghai, China

Ph.D. in Computer Science

Sept. 2022 - Present

IMPACT Lab | Supervised by Prof. Zhiming Cui and Prof. Dinggang Shen

Ningbo University, Ningbo, China

B.E. in Communication Engineering, Rank: 1/100

Sept. 2018 - June 2022

VIPP Lab | Supervised by Prof. Qiuping Jiang

News

[Feb. 2025] One paper is accepted to IPMI 2025 (Oral).

[Oct. 2024] One paper is accepted to IEEE TMI 2024.

[June 2024] One paper is accepted to MICCAI 2024.

[June 2023] One paper is accepted to MICCAI 2023.

[May 2022] One paper is accepted to IEEE TIP 2022.

[Mar 2022] One paper is accepted to IEEE TIP 2022.

Selected Publications

* indicates equal contribution, ⁺ indicates corresponding author.

4DRGS: 4D Radiative Gaussian Splatting for Efficient 3D Vessel Reconstruction from Sparse-View Dynamic DSA Images

Zhentao Liu*, Ruyi Zha*, Huangxuan Zhao, Hongdong Li, Zhiming Cui

IPMI 2025 (Oral)

[Paper] [Code] [Project Page]

3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generation

Haoshen Wang, Zhentao Liu, Xiaodong Wang, Kaicong Sun, Dinggang Shen, Zhiming Cui

Arxiv 2024

[Paper] [Code] [Project Page] [Models]

Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction

Zhentao Liu, Yu Fang, Changjian Li, Han Wu, Yuan Liu, Dinggang Shen, Zhiming Cui

IEEE TMI 2024

[Paper] [Code] [Project Page]

TeethDreamer: 3D Teeth Reconstruction from Five Intra-oral Photographs

Chenfan Xu*, Zhentao Liu*, Yuan Liu, Yulong Dou, Jiamin Wu, Jiepeng Wang, Minjiao Wang, Dinggang Shen, Zhiming Cui

MICCAI 2024

[Paper] [Code] [Project Page]

3D Vessel Reconstruction from Sparse-View Dynamic DSA Images via Vessel Probability Guided Attenuation Learning

Zhentao Liu, Huangxuan Zhao, Wenhui Qin, Zhenghong Zhou, Xinggang Wang, Wenping Wang, Xiaochun Lai, Chuansheng Zheng, Dinggang Shen, Zhiming Cui

Arxiv 2024

[Paper] [Code]

Toward Top-Down Just Noticeable Difference Estimation of Natural Images

Qiuping Jiang*, Zhentao Liu*, Shiqi Wang, Feng Shao, Weisi Lin

IEEE TIP 2022

[Paper] [Code]

Single Image Super-Resolution Quality Assessment: A Real-World Dataset, Subjective Studies, and an Objective Metric

Qiuping Jiang, Zhentao Liu⁺, Ke Gu, Feng Shao, Xinfeng Zhang, Hantao Liu, Weisi Lin

IEEE TIP 2022 (Top50 Popular Articles)

[Paper] [Code]

Awards

[Oct. 2023] First Prize of Ningbo Natural Science Outstanding Paper Award (1/130).

[June 2022] Nomination of Best Student in Ningbo University.

[Dec. 2021] First Scholarship of Ningbo University.

[Dec. 2020] Scholarship of Zhejiang Province.

[Dec. 2019] Scholarship of Zhejiang Province.

Reviewer Services

IEEE Journal of Biomedical and Health Informatics (IEEE JBHI)

International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

International Workshop on Multimedia Signal Processing (MMSP)

MetaFood Workshop CVPR

International Conference on Machine Learning in Medical Imaging (MLMI)

Teaching Assistant

BME2113 Algorithms Design And Analysis (Python) - 2023 Fall

Website template from Ruyi Zha, Jon Barron

Make Medical 3D Vision Better!