PPaperPicks

Liansheng Wang

Xiamen University, Department of Computer Science, School of Informatics, China

27 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2096-454X ↗

Venues

MICCAI ×19AAAI ×5CVPR ×1ICCV ×1NeurIPS ×1

Frequent coauthors

Weiping Lin
×8
Zhenfeng Zhuang
×6
Lequan Yu
×6
Yihuang Hu
×6
Baptiste Magnier
×6
Hong Liu
×6
Qiong Peng
×4
Min Cen
×4
Dong Wei
×4
Yefeng Zheng
×4
Shen Liu
×3
Jiacheng Wang
×3

Papers

  1. FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI
    AAAI 2026 ·
    Hao Li
    ,
    Zhenfeng Zhuang
    ,
    Jingyu Lin
    ,
    Yu Liu
    ,
    Yifei Chen
    ,
    Qiong Peng
    ,
    Lequan Yu
    , Liansheng Wang
  2. Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
    AAAI 2026 ·
    Zhenfeng Zhuang
    ,
    Fangyu Zhou
    , Liansheng Wang
  3. A Staining Variability-Aware Semi-supervised Framework for H&E-to-IHC Virtual Staining
    MICCAI 2025 ·
    Baoshun Wang
    ,
    Weiping Lin
    ,
    Shen Liu
    ,
    Yihuang Hu
    , Liansheng Wang
  4. A Uniform Multi-mode Fused Framework for Velocity Field Estimation in Ultrasound Imaging
    MICCAI 2025 ·
    Hailong Li
    , Liansheng Wang,
    Yinran Chen
  5. Accurate Boundary Alignment and Realism Enhancement for Colonoscopic Polyp Image-Mask Pair Generation
    MICCAI 2025 ·
    Riyu Qiu
    ,
    Kun Xia
    ,
    Feng Gao
    ,
    Shuting Yang
    ,
    Du Cai
    ,
    Jiacheng Wang
    ,
    Yinran Chen
    , Liansheng Wang
  6. Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation
    MICCAI 2025 ·
    Jiaxin Zhuang
    ,
    Linshan Wu
    ,
    Xuefeng Ni
    ,
    Xi Wang
    , Liansheng Wang,
    Hao Chen
  7. Bridging Knowledge Discrepancy in Retinal Image Analysis Through Federated Multi-task Learning
    MICCAI 2025 ·
    Jing Yang
    ,
    Yuxi Ma
    ,
    Jin-Gang Yu
    ,
    Feng Gao
    ,
    Shuting Yang
    ,
    Du Cai
    ,
    Jiacheng Wang
    , Liansheng Wang
  8. C2 MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
    ICCV 2025 ·
    Min Cen
    ,
    Zhenfeng Zhuang
    ,
    Yuzhe Zhang
    ,
    Min Zeng
    ,
    Baptiste Magnier
    ,
    Lequan Yu
    ,
    Hong Zhang
    , Liansheng Wang
  9. Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection
    MICCAI 2025 ·
    Yihuang Hu
    ,
    Qi Chen
    ,
    Linbo Liao
    ,
    Weiping Lin
    ,
    Huisi Wu
    , Liansheng Wang
  10. D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
    NeurIPS 2025 ·
    Shurong Yang
    ,
    Dong Wei
    ,
    Yihuang Hu
    ,
    Qiong Peng
    ,
    Hong Liu
    ,
    Yawen Huang
    ,
    Xian Wu
    ,
    Yefeng Zheng
    , Liansheng Wang
  11. DSFC: Deformation-Aware Learning Strategy via Self-sustaining Feedback Cycle for Medical Vision Foundation Model Domain Adaptation
    MICCAI 2025 ·
    Jie Lin
    ,
    Hengyi Jiang
    ,
    Hong Liu
    , Liansheng Wang
  12. Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning
    AAAI 2025 ·
    Zhenfeng Zhuang
    ,
    Min Cen
    ,
    Yanfeng Li
    ,
    Fangyu Zhou
    ,
    Lequan Yu
    ,
    Baptiste Magnier
    , Liansheng Wang
  13. Enhancing Soft Tissue Sarcoma Classification by Mitigating Patient-Specific Bias in Whole Slide Images
    MICCAI 2025 ·
    Weiping Lin
    ,
    Runchen Zhu
    ,
    Wentai Hou
    ,
    Jiacheng Wang
    ,
    Yixuan Lin
    ,
    Rui Chen
    ,
    Na Ta
    , Liansheng Wang
  14. Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-distillation
    MICCAI 2025 ·
    Zheng Wang
    ,
    Hong Liu
    ,
    Danyi Li
    ,
    Min Cen
    ,
    Baptiste Magnier
    ,
    Li Liang
    , Liansheng Wang
  15. MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder Cancer
    MICCAI 2025 ·
    Shen Liu
    ,
    Yihuang Hu
    ,
    Weiping Lin
    ,
    Ying Huang
    ,
    Jun Hou
    ,
    Baptiste Magnier
    , Liansheng Wang
  16. Multi-stage Multi-resolution Fusion for Accurate and Efficient Whole Slide Image Segmentation in Colorectal Cancer
    MICCAI 2025 ·
    Shen Liu
    ,
    Weiping Lin
    ,
    Wentai Hou
    ,
    Yuanzheng Lou
    ,
    Baptiste Magnier
    ,
    Yanqing Ding
    , Liansheng Wang
  17. RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation
    MICCAI 2025 ·
    Hong Liu
    ,
    Dong Wei
    ,
    Zhe Xu
    ,
    Xian Wu
    ,
    Yefeng Zheng
    , Liansheng Wang
  18. Tumor Microenvironment-Guided Fine-Tuning of Pathology Foundation Models for Esophageal Squamous Cell Carcinoma Immunotherapy Response Prediction
    MICCAI 2025 ·
    Yixuan Lin
    ,
    Weiping Lin
    ,
    Chenxu Guo
    ,
    Xinxin Yang
    ,
    Hongxue Meng
    , Liansheng Wang
  19. Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring
    MICCAI 2024 ·
    Qiong Peng
    ,
    Weiping Lin
    ,
    Yihuang Hu
    ,
    Ailisi Bao
    ,
    Chenyu Lian
    ,
    Weiwei Wei
    ,
    Meng Yue
    ,
    Jingxin Liu
    ,
    Lequan Yu
    , Liansheng Wang
  20. Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model
    MICCAI 2024 ·
    Yihuang Hu
    ,
    Qiong Peng
    ,
    Zhicheng Du
    ,
    Guojun Zhang
    ,
    Huisi Wu
    ,
    Jingxin Liu
    ,
    Hao Chen
    , Liansheng Wang
  21. Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference
    AAAI 2024 ·
    Weiping Lin
    ,
    Zhenfeng Zhuang
    ,
    Lequan Yu
    , Liansheng Wang
  22. Data-Efficient Radiology Report Generation via Similar Report Features Enhancement
    MICCAI 2024 ·
    Yanfeng Li
    ,
    Jinghan Sun
    , Liansheng Wang
  23. Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation
    AAAI 2024 ·
    Qian Dai
    ,
    Dong Wei
    ,
    Hong Liu
    ,
    Jinghan Sun
    , Liansheng Wang,
    Yefeng Zheng
  24. Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
    CVPR 2024 ·
    Hao Li
    ,
    Ying Chen
    ,
    Yifei Chen
    ,
    Rongshan Yu
    ,
    Wenxian Yang
    , Liansheng Wang,
    Bowen Ding
    ,
    Yuchen Han
  25. HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction
    MICCAI 2024 ·
    Zhengrui Guo
    ,
    Jiabo Ma
    ,
    Yingxue Xu
    ,
    Yihui Wang
    , Liansheng Wang,
    Hao Chen
  26. Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets
    MICCAI 2024 ·
    Hong Liu
    ,
    Dong Wei
    ,
    Donghuan Lu
    ,
    Jinghan Sun
    ,
    Hao Zheng
    ,
    Yefeng Zheng
    , Liansheng Wang
  27. ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction
    MICCAI 2024 ·
    Min Cen
    ,
    Zheng Wang
    ,
    Zhenfeng Zhuang
    ,
    Hong Zhang
    ,
    Dan Su
    ,
    Zhen Bao
    ,
    Weiwei Wei
    ,
    Baptiste Magnier
    ,
    Lequan Yu
    , Liansheng Wang