Mengkang Lu

23 papers A* 1Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decoupling Target Semantics via Text-Anchored Visual Contrast for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Image Process.
Qingjie Zeng, Huan Luo, Xinke Ma, Zilin Lu, Yang Hu, Mengkang Lu, Yanning Zhang, Yong Xia
2026 J jnl
Improving multiple instance contrastive learning via sparse transformer for whole slide image classification.
Biomed. Signal Process. Control.
Zhaoyang Liu, Mengkang Lu, Yong Xia, Wei Liu, Minglei Shu
2026 J jnl
PAINT: Pathology-Aware Integrated Next-Scale Transformation for Virtual Immunohistochemistry.
CoRR
Rongze Ma, Mengkang Lu, Zhenyu Xiang, Yongsheng Pan, Yicheng Wu, Qingjie Zeng, Yong Xia
2025 J jnl
ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images.
Medical Image Anal.
Ching-Wei Wang, Nabila Puspita Firdi, Tzu-Chiao Chu, Mohammad Faiz Iqbal Faiz, Mohammad Zafar Iqbal, Yifan Li, Bo Yang, Mayur Mallya, Ali Bashashati, Fei Li, Haipeng Wang, Mengkang Lu, Yong Xia, Tai-Kuang Chao
2025 J jnl
Bridging the Semantic Gap in Medical Visual Question Answering With Prompt Learning.
IEEE Trans. Medical Imaging
Zilin Lu, Qingjie Zeng, Mengkang Lu, Geng Chen, Yong Xia
2025 J jnl
Consistency-Guided Differential Decoding for Enhancing Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Jingfeng Zhang, Yong Xia
2025 J jnl
Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network.
CoRR
Xinke Ma, Yongsheng Pan, Qingjie Zeng, Mengkang Lu, Bolysbek Murat Yerzhanuly, Bazargul Matkerim, Yong Xia
2025 J jnl
PathBot: A Foundation Model for Pathological Image Analysis.
IEEE J. Biomed. Health Informatics
Mengkang Lu, Tianyi Wang, Qingjie Zeng, Zilin Lu, Zhe Li, Yong Xia
2025 J jnl
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yicheng Wu, Yong Xia
2025 — conf
UniDis: Universal Distillation for Efficient and Personalized Pathology Diagnosis.
MLMI@MICCAI
Rongze Ma, Mengkang Lu, Yong Xia
2024 A* conf
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.
CVPR
Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia
2024 — conf
Reciprocal Collaboration for Semi-supervised Medical Image Classification.
MICCAI (11)
Qingjie Zeng, Zilin Lu, Yutong Xie, Mengkang Lu, Xinke Ma, Yong Xia
2024 — conf
Spot the Difference: Difference Visual Question Answering with Residual Alignment.
MICCAI (5)
Zilin Lu, Yutong Xie, Qingjie Zeng, Mengkang Lu, Qi Wu, Yong Xia
2023 J jnl
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation.
CoRR
Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yong Xia
2023 J jnl
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.
CoRR
Ziyang Chen, Yiwen Ye, Mengkang Lu, Yongsheng Pan, Yong Xia
2023 — conf
Multi-modal Pathological Pre-training via Masked Autoencoders for Breast Cancer Diagnosis.
MICCAI (6)
Mengkang Lu, Tianyi Wang, Yong Xia
2023 J jnl
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation.
CoRR
Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yicheng Wu, Yong Xia
2023 J jnl
Survival Prediction via Hierarchical Multimodal Co-Attention Transformer: A Computational Histology-Radiology Solution.
IEEE Trans. Medical Imaging
Zhe Li, Yuming Jiang, Mengkang Lu, Ruijiang Li, Yong Xia
2022 — conf
$\mathrm {M^{2}F}$: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis.
MMMI@MICCAI
Zilin Lu, Mengkang Lu, Yong Xia
2022 J jnl
A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion.
CoRR
Xiangxi Meng, Yuning Gu, Yongsheng Pan, Nizhuan Wang, Peng Xue, Mengkang Lu, Xuming He, Yiqiang Zhan, Dinggang Shen
2021 — conf
SMILE: Sparse-Attention based Multiple Instance Contrastive Learning for Glioma Sub-Type Classification Using Pathological Images.
COMPAY@MICCAI
Mengkang Lu, Yongsheng Pan, Dong Nie, Feihong Liu, Feng Shi, Yong Xia, Dinggang Shen
2020 J jnl
Adaptive soft subspace clustering combining within-cluster and between-cluster information.
J. Intell. Fuzzy Syst.
Liying Jin, Shengdun Zhao, Congcong Zhang, Wei Gao, Yao Dou, Mengkang Lu
2018 — conf
Soft Subspace Clustering with a Multi-objective Evolutionary Approach.
ICVISP
Shengdun Zhao, Liying Jin, Yuehui Wang, Wensheng Wang, Wei Du, Wei Gao, Yao Dou, Mengkang Lu