Active Semi-supervised Grasp Pose Detection with Geometric Consistency. - Fan Bai 008; Delong Zhu; Hu Cheng; Peng Xu 006; Max Q.-H. Meng (ROBIO, 2021)

Hierarchical Policy for Non-prehensile Multi-object Rearrangement with Deep Reinforcement Learning and Monte Carlo Tree Search. - Fan Bai 008; Fei Meng; Jianbang Liu 002; Jiankun Wang 001; Max Q.-H. Meng (CoRR, 2021)

RASEC: Rescaling Acquisition Strategy with Energy Constraints under SE-OU Fusion Kernel for Active Trachea Palpation and Incision Recommendation in Laryngeal Region. - Wenchao Yue; Fan Bai 008; Jianbang Liu 002; Feng Ju; Max Q.-H. Meng; Chwee Ming Lim; Hongliang Ren 001 (CoRR, 2021)

Discrepancy-Based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images. - Fan Bai 008; Xiaohan Xing; Yantao Shen 002; Han Ma; Max Q.-H. Meng (MICCAI (8), 2022)

Task-Relevant Feature Replenishment for Cross-Centre Polyp Segmentation. - Yantao Shen 002; Ye Lu; Xiao Jia 005; Fan Bai 008; Max Q.-H. Meng (MICCAI (4), 2022)

SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation. - Fan Bai 008; Ke Yan 006; Xiaoyu Bai; Xinyu Mao; Xiaoli Yin; Jingren Zhou 001; Yu Shi; Le Lu 001; Max Q.-H. Meng (MICCAI (2), 2023)

Matching in the Wild: Learning Anatomical Embeddings for Multi-Modality Images. - Xiaoyu Bai; Fan Bai 008; Xiaofei Huo; Jia Ge; Tony C. W. Mok; Zi Li; Minfeng Xu; Jingren Zhou 001; Le Lu 001; Dakai Jin; Xianghua Ye; Jingjing Lu; et al. (CoRR, 2023)

Discrepancy-based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images. - Fan Bai 008; Xiaohan Xing; Yutian Shen; Han Ma; Max Q.-H. Meng (CoRR, 2023)

SAMv2: A Unified Framework for Learning Appearance, Semantic and Cross-Modality Anatomical Embeddings. - Xiaoyu Bai; Fan Bai 008; Xiaofei Huo; Jia Ge; Jingjing Lu; Xianghua Ye; Ke Yan 006; Yong Xia 001 (CoRR, 2023)

A Zero-Shot Domain Adaptation Framework for Computed Tomography Via Reinforcement Learning and Volume Rendering. - Ang Li; Yongjian Zhao; Fan Bai 008; Jiayi Han; Max Q.-H. Meng; Li Liu 017 (ISBI, 2024)

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? - Pedro R. A. S. Bassi; Wenxuan Li; Yucheng Tang; Fabian Isensee; Zifu Wang; Jieneng Chen; Yu-Cheng Chou; Yannick Kirchhoff; Maximilian Rokuss; Ziyan Huang; Jin Ye 002; Junjun He; et al. (NeurIPS, 2024)

SegVol: Universal and Interactive Volumetric Medical Image Segmentation. - Yuxin Du 001; Fan Bai 008; Tiejun Huang 001; Bo Zhao 015 (NeurIPS, 2024)

M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models. - Fan Bai 008; Yuxin Du 001; Tiejun Huang 001; Max Qinghu Meng; Bo Zhao 015 (CoRR, 2024)

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? - Pedro R. A. S. Bassi; Wenxuan Li; Yucheng Tang; Fabian Isensee; Zifu Wang; Jieneng Chen; Yu-Cheng Chou; Yannick Kirchhoff; Maximilian Rokuss; Ziyan Huang; Jin Ye 002; Junjun He; et al. (CoRR, 2024)

UAE: Universal Anatomical Embedding on multi-modality medical images. - Xiaoyu Bai; Fan Bai 008; Xiaofei Huo; Jia Ge; Jingjing Lu; Xianghua Ye; Minglei Shu; Ke Yan 006; Yong Xia 001 (Medical Image Anal., 2025)

RASEC: Rescaling Acquisition Strategy With Energy Constraints Under Fusion Kernel for Active Incision Recommendation in Tracheotomy. - Wenchao Yue; Fan Bai 008; Jianbang Liu 002; Feng Ju; Max Q.-H. Meng; Chwee Ming Lim; Hongliang Ren 001 (IEEE Trans Autom. Sci. Eng., 2025)

One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution. - Xinyu Mao; Xiaohan Xing; Fei Meng; Jianbang Liu 002; Fan Bai 008; Qiang Nie; Max Q.-H. Meng (CoRR, 2025)

DistAL: A Domain-Shift Active Learning Framework With Transferable Feature Learning for Lesion Detection. - Fan Bai 008; Ran Wei; Xiaoyu Bai; Dakai Jin; Xianghua Ye; Le Lu 001; Ke Yan 006; Max Q.-H. Meng (IEEE Trans. Medical Imaging, 2025)