Supervised Multi-Modal Fission Learning. - Lingchao Mao; Qi Wang; Yi Su 004; Fleming Lure; Jing Li 016 (CoRR, 2024)

A Holistic Weakly Supervised Approach for Liver Tumor Segmentation with Clinical Knowledge-Informed Label Smoothing. - Hairong Wang; Lingchao Mao; Zihan Zhang; Jing Li (CoRR, 2024)

Weakly-Supervised Transfer Learning With Application in Precision Medicine. - Lingchao Mao; Lujia Wang 002; Leland S. Hu; Jenny M. Eschbacher; Gustavo De Leon; Kyle W. Singleton; Lee Curtin; Javier Urcuyo; Christopher P. Sereduk; Nhan L. Tran; Andrea Hawkins-Daarud; Kristin R. Swanson; et al. (IEEE Trans Autom. Sci. Eng., 2024)

A Cross-Modal Mutual Knowledge Distillation Framework for Alzheimer's Disease Diagnosis: Addressing Incomplete Modalities. - Mingu Kwak; Lingchao Mao; Zhiyang Zheng; Yi Su 004; Fleming Lure; Jing Li 016 (IEEE Trans Autom. Sci. Eng., 2025)

Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A Review. - Lingchao Mao; Hairong Wang; Leland S. Hu; Nhan L. Tran; Peter D. Canoll; Kristin R. Swanson; Jing Li 016 (IEEE Trans Autom. Sci. Eng., 2025)

MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding. - Shivang Chopra; Gabriela Sanchez-Rodriguez; Lingchao Mao; Andrew J. Feola; Jing Li; Zsolt Kira (CoRR, 2025)

Benchmarking Foundation Speech and Language Models for Alzheimer's Disease and Related Dementia Detection from Spontaneous Speech. - Jingyu Li; Lingchao Mao; Hairong Wang; Zhendong Wang; Xi Mao; Xuelei Sherry Ni (CoRR, 2025)