ProMIL: A weakly supervised multiple instance learning for whole slide image classification based on class proxy. - Xiaoyu Li 008; Bei Yang; Tiandong Chen; Zheng Gao 005; Mengjie Huang (Expert Syst. Appl., 2024)

Multiple instance learning-based two-stage metric learning network for whole slide image classification. - Xiaoyu Li 008; Bei Yang; Tiandong Chen; Zheng Gao 005; Huijie Li (Vis. Comput., 2024)

MP-MIL: Multi-View Multiple Instance Learning with Positional Embedding to Predict PIK3CA Mutation. - Guanting Li; Liangrui Pan; Xiaoyu Li 008; Jiadi Luo; Qingchun Liang; Shaoliang Peng (BIBM, 2025)

BTDA-MIL: Leveraging Bag-Transformation Augmentation to Boost Multi-Instance Learning for WSI Classification. - Jixiang Xu; Xiaoyu Li 008; Lele Wang; Jiadi Luo; Tiandong Chen; Qingchun Liang; Bei Yang (BIBM, 2025)

Lightweight Environmental Sound Classification via Local Temporal Graph Enhancement. - Haihua Zhu 003; Xiaoyu Li 008 (ICCIP, 2025)

SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis. - Liangrui Pan; Xiaoyu Li 008; Yutao Dou; Qiya Song; Jiadi Luo; Qingchun Liang; Shaoliang Peng (IJCAI, 2025)

Application of deep learning-based multimodal fusion technology in cancer diagnosis: A survey. - Yan Li; Liangrui Pan; Yijun Peng; Xiaoyu Li 008; Xiang Wang; Limeng Qu; Qiya Song; Qingchun Liang; Shaoliang Peng (Eng. Appl. Artif. Intell., 2025)

STAMP: Multi-pattern Attention-aware Multiple Instance Learning for STAS Diagnosis in Multi-center Histopathology Images. - Liangrui Pan; Xiaoyu Li 008; Guang Zhu; Guanting Li; Ruixin Wang; Jiadi Luo; Yaning Yang; Qingchun Liang; Shaoliang Peng (CoRR, 2025)