I am Fan Bai (白帆), a Ph.D. candidate in the Department of Electronic Engineering, The Chinese University of Hong Kong (CUHK), supervised by Prof. Max Q.-H. Meng. Before CUHK, I received my B.Eng. degree from the Faculty of Robot Science and Engineering, Robot Engineering, Northeastern University (NEU) in 2020, advised by Prof. Zheng Fang for undergrad projects and advised by Prof. Yunzhou Zhang in the Visual Perception Laboratory.

My research interests include multimodal models, active/weakly/self-/un-/semi-supervised learning, robot perception and medical image diagnose.

Publications

• Fan Bai, Yuxin Du, Tiejun Huang, Max Q-H Meng, Bo Zhao*. M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models. arXiv preprint arXiv:2404.00578.
• Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao*. SegVol: Universal and Interactive Volumetric Medical Image Segmentation. arXiv preprint arXiv:2311.13385.
• Fan Bai, Ke Yan, Xiaoyu Bai, Xinyu Mao, Xiaoli Yin, Jingren Zhou, Yu Shi, Le Lu, Max Q-H Meng*. SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention 2022 (MICCAI 2023).
• Fan Bai, Xiaohan Xing, Yutian Shen, Han Ma, Max Q.-H. Meng*. Discrepancy-based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images. International Conference on Medical Image Computing and Computer-Assisted Intervention 2022 (MICCAI 2022).
• Yutian Shen, Ye Lu, Xiao Jia, Fan Bai, Max Q.-H. Meng*. Task-relevant Feature Replenishment for Cross-centre Polyp Segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention 2022 (MICCAI 2022).
• Fan Bai, Fei Meng, Jianbang Liu, Jiankun Wang, Max Q.-H. Meng*. Hierarchical Policy with Deep-reinforcement Learning for Nonprehensile Multiobject Rearrangement. Biomimetic Intelligence and Robotics.
• Fan Bai, Delong Zhu, Hu Cheng, Peng Xu, and Max Q.-H. Meng*. Active Semi-supervised Grasp Pose Detection with Geometric Consistency. 2021 IEEE International Conference on Robotics and Biomimetics (ROBIO).
• L. Seenivasan, Fan Bai, Ming Ji, Xiaoyi Gu, Zion Tsz Ho Tse, Hongliang Ren*. Shape Tracking of Flexible Morphing Matters From Depth Images. IEEE Sensors Journal.

Selected Award

• Jul 20 CUHK Vice-Chancellor’s PhD Scholarship
• Jul 20 Postgraduate Scholarship (4-Year) of CUHK
• Jun 20 Outstanding Project for a Bachelor degree of NEU
• Dec 19 Liaoning General Higher Education Outstanding Graduate
• Nov 19 National Scholarship
• Jun 19 National Excellent Project for College Students’ Innovation Training Program
• Nov 19 The Meritorious Winner in International Mathematical Contest in Modeling
• Nov 19 Top Ten Undergraduates in Northeastern University
• Apr 18 The Meritorious Winner in International Mathematical Contest in Modeling
• Nov 18 National Scholarship
• Nov 18 Shenyang Mayor Scholarship
• Nov 17 National Scholarship
• Nov 17 Excellent College Students in Shenyang

Let’s get in touch!

E-mail:fanbai_at_link.cuhk.edu.hk

Last Updated Date: 18th/July/2022