Heng Guo

Researcher, Alibaba Group

Joined

December 2019

Names

Heng Guo (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2019 – Present

Advisors, Relations & Conflicts

Coauthor

Dakai Jin

2023 – Present

Coauthor

Yan Ke

2022 – Present

Coauthor

Le Lu

2022 – Present

Coauthor

Minfeng Xu

2019 – Present

Expertise

Medical Image Analysis

2018 – Present

Deep Learning

2017 – Present

Publications

MedVR: Annotation-Free Medical Visual Reasoning via Agentic Reinforcement Learning
Zheng Jiang, Heng Guo, Chengyu Fang, Changchen Xiao, Xinyang Hu, Lifeng Sun, Minfeng Xu
- ICLR 2026 Poster
- Readers: Everyone
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
Chengyu Fang, Heng Guo, Zheng Jiang, Chunming He, Xiu Li, Minfeng Xu
- ICLR 2026 Poster
- Readers: Everyone
Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration
Jiaxing Huang, Heng Guo, Le Lu, Fan Yang, Minfeng Xu, Ge Yang, Wei Luo
- CoRR 2025
- Readers: Everyone
A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT
Dazhou Guo, Zhanghexuan Ji, Yanzhou Su, Dandan Zheng, Heng Guo, Puyang Wang, Ke Yan, Yirui Wang, Qinji Yu, Zi Li, Minfeng Xu, Jianfeng Zhang, Haoshen Li, Jia Ge, Tsung-Ying Ho, Bing-shen Huang, Tashan Ai, Kuaile Zhao, Na Shen, Qifeng Wang et al. (14 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans
Heng Guo, Jianfeng Zhang, Jiaxing Huang, Tony C. W. Mok, Dazhou Guo, Ke Yan, Le Lu, Dakai Jin, Minfeng Xu
- AAAI 2025
- Readers: Everyone
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies With Query Embedding
Heng Guo, Jianfeng Zhang, Ke Yan, Le Lu, Minfeng Xu
- IEEE J. Biomed. Health Informatics 2025
- Readers: Everyone
Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures
Jiaxing Huang, Yanfeng Zhou, Yaoru Luo, Guole Liu, Heng Guo, Ge Yang
- CoRR 2024
- Readers: Everyone
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
Wei Fang, Yuxing Tang, Heng Guo, Mingze Yuan, Tony C. W. Mok, Ke Yan, Jiawen Yao, Xin Chen, Zaiyi Liu, Le Lu, Ling Zhang, Minfeng Xu
- CoRR 2024
- Readers: Everyone
Representing Topological Self-similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures
Jiaxing Huang, Yanfeng Zhou, Yaoru Luo, Guole Liu, Heng Guo, Ge Yang
- ECCV (30) 2024
- Readers: Everyone
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans
Heng Guo, Jianfeng Zhang, Jiaxing Huang, Tony C. W. Mok, Dazhou Guo, Ke Yan, Le Lu, Dakai Jin, Minfeng Xu
- CoRR 2024
- Readers: Everyone

View all 21 publications

Co-Authors

View all 66 co-authors