Soft Subspace Clustering with a Multi-objective Evolutionary Approach. - Shengdun Zhao; Liying Jin; Yuehui Wang; Wensheng Wang; Wei Du; Wei Gao; Yao Dou; Mengkang Lu (ICVISP, 2018)

Adaptive soft subspace clustering combining within-cluster and between-cluster information. - Liying Jin; Shengdun Zhao; Congcong Zhang; Wei Gao; Yao Dou; Mengkang Lu (J. Intell. Fuzzy Syst., 2020)

SMILE: Sparse-Attention based Multiple Instance Contrastive Learning for Glioma Sub-Type Classification Using Pathological Images. - Mengkang Lu; Yongsheng Pan; Dong Nie; Feihong Liu; Feng Shi 001; Yong Xia 001; Dinggang Shen (COMPAY@MICCAI, 2021)

$ mathrm {M^{2}F}$: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis. - Zilin Lu; Mengkang Lu; Yong Xia 001 (MMMI@MICCAI, 2022)

A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion. - Xiangxi Meng; Yuning Gu; Yongsheng Pan; Nizhuan Wang 001; Peng Xue; Mengkang Lu; Xuming He 001; Yiqiang Zhan; Dinggang Shen (CoRR, 2022)

Multi-modal Pathological Pre-training via Masked Autoencoders for Breast Cancer Diagnosis. - Mengkang Lu; Tianyi Wang; Yong Xia 001 (MICCAI (6), 2023)

Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation. - Qingjie Zeng; Yutong Xie 001; Zilin Lu; Mengkang Lu; Yong Xia 001 (CoRR, 2023)

Survival Prediction via Hierarchical Multimodal Co-Attention Transformer: A Computational Histology-Radiology Solution. - Zhe Li 006; Yuming Jiang 005; Mengkang Lu; Ruijiang Li; Yong Xia 001 (IEEE Trans. Medical Imaging, 2023)

Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. - Ziyang Chen 003; Yongsheng Pan; Yiwen Ye; Mengkang Lu; Yong Xia 001 (CVPR, 2024)

Spot the Difference: Difference Visual Question Answering with Residual Alignment. - Zilin Lu; Yutong Xie 001; Qingjie Zeng; Mengkang Lu; Qi Wu 001; Yong Xia 001 (MICCAI (5), 2024)

Reciprocal Collaboration for Semi-supervised Medical Image Classification. - Qingjie Zeng; Zilin Lu; Yutong Xie 001; Mengkang Lu; Xinke Ma; Yong Xia 001 (MICCAI (11), 2024)

ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images. - 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; et al. (Medical Image Anal., 2025)

Consistency-Guided Differential Decoding for Enhancing Semi-Supervised Medical Image Segmentation. - Qingjie Zeng; Yutong Xie 001; Zilin Lu; Mengkang Lu; Jingfeng Zhang; Yong Xia 001 (IEEE Trans. Medical Imaging, 2025)

Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network. - Xinke Ma; Yongsheng Pan; Qingjie Zeng; Mengkang Lu; Bolysbek Murat Yerzhanuly; Bazargul Matkerim; Yong Xia 001 (CoRR, 2025)

Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation. - Qingjie Zeng; Yutong Xie 001; Zilin Lu; Mengkang Lu; Yicheng Wu 001; Yong Xia 001 (IEEE Trans. Medical Imaging, 2025)