| 2025 | ACL | Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models. | Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu |
| 2025 | CVPR | OccMamba: Semantic Occupancy Prediction with State Space Models. | Heng Li, Yuenan Hou, Xiaohan Xing, Yuexin Ma, Xiao Sun, Yanyong Zhang |
| 2025 | ICCV | WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image. | Yuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang, Xiangjian He, Song Wu, Xiaohan Xing, Sen Yang, Xiyue Wang, Linlin Shen |
| 2025 | ICCV | 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, Fan Bai, Qiang Nie, Max Q.-H. Meng |
| 2024 | MICCAI | Accelerated Multi-contrast MRI Reconstruction via Frequency and Spatial Mutual Learning. | Qi Chen, Xiaohan Xing, Zhen Chen, Zhiwei Xiong |
| 2023 | ICRA | Locate before Segment: Topology-guided Retinal Layer Segmentation in Optical Coherence Tomography Images. | Ye Lu, Yutian Shen, Xiaohan Xing, Max Q.-H. Meng |
| 2023 | MICCAI | Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. | Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan |
| 2022 | ICRA | Multiple Consistency Supervision based Semi-supervised OCT Segmentation using Very Limited Annotations. | Ye Lu, Yantao Shen, Xiaohan Xing, Max Q.-H. Meng |
| 2022 | MICCAI | Discrepancy-Based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images. | Fan Bai, Xiaohan Xing, Yantao Shen, Han Ma, Max Q.-H. Meng |
| 2022 | MICCAI | Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. | Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan |
| 2021 | ICRA | Multibranch Learning for Angiodysplasia Segmentation with Attention-Guided Networks and Domain Adaptation. | Xiao Jia, Xiaochun Mai, Xiaohan Xing, Yantao Shen, Jiankun Wang, Max Q.-H. Meng |
| 2021 | MICCAI | Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information. | Hang Li, Fan Yang, Xiaohan Xing, Yu Zhao, Jun Zhang, Yueping Liu, Mengxue Han, Junzhou Huang, Liansheng Wang, Jianhua Yao |
| 2021 | MICCAI | DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image. | Hang Li, Fan Yang, Yu Zhao, Xiaohan Xing, Jun Zhang, Mingxuan Gao, Junzhou Huang, Liansheng Wang, Jianhua Yao |
| 2021 | MICCAI | Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. | Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng |
| 2020 | IROS | Diagnose like a Clinician: Third-order Attention Guided Lesion Amplification Network for WCE Image Classification. | Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng |