SegVol: Universal and interactive volumetric medical image segmentation
Y Du, F Bai, T Huang, B Zhao
Advances in Neural Information Processing Systems 37, 2025
Citations: 135
Embodied AI, spatial intelligence, and multimodal perception.
Yuxin DU
I am an MPhil student at HKUST-GZ and an admitted PhD student at Shanghai Jiao Tong University.
I study how vision, language, and action can be integrated to support embodied systems that understand 3D environments and interact more effectively in the physical world.
About
I am an MPhil student at The Hong Kong University of Science and Technology (Guangzhou), where I am supervised by Yingcong Chen and co-supervised by Dengbo He. I am also an admitted PhD student at Shanghai Jiao Tong University, where I will be supervised by Bo Zhao. My research centers on Embodied AI, with broader interests in Spatial Intelligence, Computer Vision, and Multimodal Learning. I have worked on topics ranging from medical image analysis to vision-language-action modeling, and I am particularly interested in how perception, language, and action can be aligned for embodied systems that reason about 3D environments and support robust interaction in real-world settings.
Research Interests
- Embodied AI
- Spatial Intelligence
- Computer Vision
- Multimodal Learning
Selected Publications
Representative papers selected from local source materials.
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
F Bai, Y Du, T Huang, MQH Meng, B Zhao
arXiv preprint, 2024
Citations: 185
Evo-0: Vision-Language-Action Model with Implicit Spatial Understanding
T Lin, G Li, Y Zhong, Y Zou, Y Du, J Liu, E Gu, B Zhao
arXiv preprint, 2025
Citations: 32
Evo-1: Lightweight Vision-Language-Action Model with Preserved Semantic Alignment
Tao Lin, Yilei Zhong, Yuxin Du, Jingjing Zhang, Jiting Liu, Yinxinyu Chen, Encheng Gu, Ziyan Liu, Hongyi Cai, Yanwen Zou, Lixing Zou, Zhaoye Zhou, Gen Li, Bo Zhao
arXiv preprint, 2025
Citations: 8
Awards & Highlights
Outstanding RBM Project 2026 (2nd rank out of 82 groups).
CV
A current curriculum vitae is available as a PDF.
Contact
Email: yuxindu444@gmail.com
Google Scholar: Scholar profile
I welcome academic discussions and opportunities for research collaboration.