| 2026 | AAAI | CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval. | Jie Lin, Lei Jiang, Zongyi Chen, Liansheng Wang |
| 2026 | AAAI | FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI. | Hao Li, Zhenfeng Zhuang, Jingyu Lin, Yu Liu, Yifei Chen, Qiong Peng, Lequan Yu, Liansheng Wang |
| 2026 | AAAI | Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification. | Zhenfeng Zhuang, Fangyu Zhou, Liansheng Wang |
| 2025 | AAAI | Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning. | Zhenfeng Zhuang, Min Cen, Yanfeng Li, Fangyu Zhou, Lequan Yu, Baptiste Magnier, Liansheng Wang |
| 2025 | ICCV | C | Min Cen, Zhenfeng Zhuang, Yuzhe Zhang, Min Zeng, Baptiste Magnier, Lequan Yu, Hong Zhang, Liansheng Wang |
| 2025 | MICCAI | Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection. | Yihuang Hu, Qi Chen, Linbo Liao, Weiping Lin, Huisi Wu, Liansheng Wang |
| 2025 | MICCAI | DSFC: Deformation-Aware Learning Strategy via Self-sustaining Feedback Cycle for Medical Vision Foundation Model Domain Adaptation. | Jie Lin, Hengyi Jiang, Hong Liu, Liansheng Wang |
| 2025 | MICCAI | Tumor Microenvironment-Guided Fine-Tuning of Pathology Foundation Models for Esophageal Squamous Cell Carcinoma Immunotherapy Response Prediction. | Yixuan Lin, Weiping Lin, Chenxu Guo, Xinxin Yang, Hongxue Meng, Liansheng Wang |
| 2025 | MICCAI | Enhancing Soft Tissue Sarcoma Classification by Mitigating Patient-Specific Bias in Whole Slide Images. | Weiping Lin, Runchen Zhu, Wentai Hou, Jiacheng Wang, Yixuan Lin, Rui Chen, Na Ta, Liansheng Wang |
| 2025 | MICCAI | MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder Cancer. | Shen Liu, Yihuang Hu, Weiping Lin, Ying Huang, Jun Hou, Baptiste Magnier, Liansheng Wang |
| 2025 | MICCAI | Multi-stage Multi-resolution Fusion for Accurate and Efficient Whole Slide Image Segmentation in Colorectal Cancer. | Shen Liu, Weiping Lin, Wentai Hou, Yuanzheng Lou, Baptiste Magnier, Yanqing Ding, Liansheng Wang |
| 2025 | MICCAI | RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation. | Hong Liu, Dong Wei, Zhe Xu, Xian Wu, Yefeng Zheng, Liansheng Wang |
| 2025 | MICCAI | A Uniform Multi-mode Fused Framework for Velocity Field Estimation in Ultrasound Imaging. | Hailong Li, Liansheng Wang, Yinran Chen |
| 2025 | MICCAI | Accurate Boundary Alignment and Realism Enhancement for Colonoscopic Polyp Image-Mask Pair Generation. | Riyu Qiu, Kun Xia, Feng Gao, Shuting Yang, Du Cai, Jiacheng Wang, Yinran Chen, Liansheng Wang |
| 2025 | MICCAI | A Staining Variability-Aware Semi-supervised Framework for H&E-to-IHC Virtual Staining. | Baoshun Wang, Weiping Lin, Shen Liu, Yihuang Hu, Liansheng Wang |
| 2025 | MICCAI | Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-distillation. | Zheng Wang, Hong Liu, Zheng Wang, Danyi Li, Min Cen, Baptiste Magnier, Li Liang, Liansheng Wang |
| 2025 | MICCAI | Bridging Knowledge Discrepancy in Retinal Image Analysis Through Federated Multi-task Learning. | Jing Yang, Yuxi Ma, Jin-Gang Yu, Feng Gao, Shuting Yang, Du Cai, Jiacheng Wang, Liansheng Wang |
| 2025 | MICCAI | Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation. | Jiaxin Zhuang, Linshan Wu, Xuefeng Ni, Xi Wang, Liansheng Wang, Hao Chen |
| 2024 | AAAI | Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation. | Qian Dai, Dong Wei, Hong Liu, Jinghan Sun, Liansheng Wang, Yefeng Zheng |
| 2024 | AAAI | Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference. | Weiping Lin, Zhenfeng Zhuang, Lequan Yu, Liansheng Wang |
| 2024 | CVPR | Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction. | Hao Li, Ying Chen, Yifei Chen, Rongshan Yu, Wenxian Yang, Liansheng Wang, Bowen Ding, Yuchen Han |
| 2024 | ICASSP | Shifted-Rectangle-Window Based Transformer for non-Displaced Femoral Neck Fracture Diagnosis. | Qichang Chen, Zhonghang Zhu, Lianxin Wang, Liansheng Wang |
| 2024 | MICCAI | ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction. | Min Cen, Zheng Wang, Zhenfeng Zhuang, Hong Zhang, Dan Su, Zhen Bao, Weiwei Wei, Baptiste Magnier, Lequan Yu, Liansheng Wang |
| 2024 | MICCAI | HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction. | Zhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen |
| 2024 | MICCAI | Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model. | Yihuang Hu, Qiong Peng, Zhicheng Du, Guojun Zhang, Huisi Wu, Jingxin Liu, Hao Chen, Liansheng Wang |
| 2024 | MICCAI | Data-Efficient Radiology Report Generation via Similar Report Features Enhancement. | Yanfeng Li, Jinghan Sun, Liansheng Wang |
| 2024 | MICCAI | Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets. | Hong Liu, Dong Wei, Donghuan Lu, Jinghan Sun, Hao Zheng, Yefeng Zheng, Liansheng Wang |
| 2024 | MICCAI | Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring. | Qiong Peng, Weiping Lin, Yihuang Hu, Ailisi Bao, Chenyu Lian, Weiwei Wei, Meng Yue, Jingxin Liu, Lequan Yu, Liansheng Wang |
| 2023 | AAAI | M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities. | Hong Liu, Dong Wei, Donghuan Lu, Jinghan Sun, Liansheng Wang, Yefeng Zheng |
| 2023 | ICLR | Advancing Radiograph Representation Learning with Masked Record Modeling. | Hong-Yu Zhou, Chenyu Lian, Liansheng Wang, Yizhou Yu |
| 2023 | MICCAI | Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction. | Wentai Hou, Yan He, Bingjian Yao, Lequan Yu, Rongshan Yu, Feng Gao, Liansheng Wang |
| 2023 | MICCAI | Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos. | Junhao Lin, Qian Dai, Lei Zhu, Huazhu Fu, Qiong Wang, Weibin Li, Wenhao Rao, Xiaoyang Huang, Liansheng Wang |
| 2023 | MICCAI | You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-Ray. | Jinghan Sun, Dong Wei, Zhe Xu, Donghuan Lu, Hong Liu, Liansheng Wang, Yefeng Zheng |
| 2023 | MICCAI | Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation. | Yuchen Tian, Jiacheng Wang, Yueming Jin, Liansheng Wang |
| 2023 | MICCAI | Medical Boundary Diffusion Model for Skin Lesion Segmentation. | Jiacheng Wang, Jing Yang, Qichao Zhou, Liansheng Wang |
| 2023 | MICCAI | A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal Images. | Yinghao Zhang, Donghuan Lu, Munan Ning, Liansheng Wang, Dong Wei, Yefeng Zheng |
| 2023 | MICCAI | Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-Ray Pair. | Zhonghang Zhu, Qichang Chen, Lequan Yu, Lianxin Wang, Defu Zhang, Baptiste Magnier, Liansheng Wang |
| 2022 | AAAI | H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis. | Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu, Jing Qin, Liansheng Wang |
| 2022 | AAAI | Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning. | Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng |
| 2022 | AAAI | Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation. | Jiacheng Wang, Xiaomeng Li, Yiming Han, Jing Qin, Liansheng Wang, Qichao Zhou |
| 2022 | ECCV | Personalizing Federated Medical Image Segmentation via Local Calibration. | Jiacheng Wang, Yueming Jin, Liansheng Wang |
| 2022 | MICCAI | Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification. | Wentai Hou, Helong Huang, Qiong Peng, Rongshan Yu, Lequan Yu, Liansheng Wang |
| 2022 | MICCAI | A New Dataset and a Baseline Model for Breast Lesion Detection in Ultrasound Videos. | Zhi Lin, Junhao Lin, Lei Zhu, Huazhu Fu, Jing Qin, Liansheng Wang |
| 2022 | MICCAI | Lesion Guided Explainable Few Weak-Shot Medical Report Generation. | Jinghan Sun, Dong Wei, Liansheng Wang, Yefeng Zheng |
| 2022 | MICCAI | Clustering-Based Multi-instance Learning Network for Whole Slide Image Classification. | Wei Wu, Zhonghang Zhu, Baptiste Magnier, Liansheng Wang |
| 2022 | MICCAI | SETMIL: Spatial Encoding Transformer-Based Multiple Instance Learning for Pathological Image Analysis. | Yu Zhao, Zhenyu Lin, Kai Sun, Yidan Zhang, Junzhou Huang, Liansheng Wang, Jianhua Yao |
| 2022 | MICCAI | Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification. | Zhonghang Zhu, Liansheng Wang, Baptiste Magnier, Lei Zhu, Defu Zhang, Lequan Yu |
| 2021 | AAAI | Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. | Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng |
| 2021 | MICCAI | Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. | Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng |
| 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 | Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. | Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng |
| 2021 | MICCAI | Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video. | Jiacheng Wang, Yueming Jin, Liansheng Wang, Shuntian Cai, Pheng-Ann Heng, Jing Qin |
| 2021 | MICCAI | Cross-Domain Landmarks Detection in Mitral Regurgitation. | Jiacheng Wang, Haojie Wang, Ruochen Mu, Liansheng Wang |
| 2021 | MICCAI | Boundary-Aware Transformers for Skin Lesion Segmentation. | Jiacheng Wang, Lan Wei, Liansheng Wang, Qichao Zhou, Lei Zhu, Jing Qin |
| 2020 | CVPR | LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. | Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng |
| 2020 | MICCAI | Superpixel-Guided Label Softening for Medical Image Segmentation. | Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng |
| 2020 | MICCAI | A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound. | Lei Zhu, Rongzhen Chen, Huazhu Fu, Cong Xie, Liansheng Wang, Liang Wan, Pheng-Ann Heng |
| 2019 | MICCAI | Spinal Curve Guide Network (SCG-Net) for Accurate Automated Spinal Curvature Estimation. | Shuxin Wang, Shaohui Huang, Liansheng Wang |
| 2019 | MICCAI | A Multi-task Learning Method for Direct Estimation of Spinal Curvature. | Jiacheng Wang, Liansheng Wang, Changhua Liu |
| 2018 | WACV | ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image. | Huangjing Lin, Hao Chen, Qi Dou, Liansheng Wang, Jing Qin, Pheng-Ann Heng |
| 2016 | MICCAI | Structure Fusion for Automatic Segmentation of Left Atrial Aneurysm Based on Deep Residual Networks. | Liansheng Wang, Shusheng Li, Yiping Chen, Jiankun Lin, Changhua Liu |
| 2015 | MICCAI | Application of L0-Norm Regularization to Epicardial Potential Reconstruction. | Liansheng Wang, Xinyue Li, Yiping Chen, Jing Qin |
| 2014 | MICCAI | Noninvasive Electrocardiographic Imaging of Cardiac Arrhythmias: Enhance the Diagnosis of Bundle Branch Block. | Liansheng Wang, Yiping Chen, Huangjing Lin, Dong Ni |
| 2010 | ICIP | Structure-preserving multiscale vessel enhancing diffusion filter. | Yiping Chen, Liansheng Wang, Lin Shi, Defeng Wang, Pheng-Ann Heng, Tien-Tsin Wong, Xiang Li |
| 2006 | ICONIP | General Adaptive Transfer Functions Design for Volume Rendering by Using Neural Networks. | Liansheng Wang, Xucan Chen, Sikun Li, Xun Cai |