A knowledge-driven network for fine-grained relationship detection between miRNA and disease. - Shengpeng Yu; Hong Wang 015; Tianyu Liu 006; Cheng Liang 001; Jiawei Luo 001 (Briefings Bioinform., 2022)

MS-ADR: predicting drug-drug adverse reactions base on multi-source heterogeneous convolutional signed network. - Luhe Zhuang; Hong Wang 015; Wei Li 249; Tianyu Liu 006; Shu Han; Hui Zhang (Soft Comput., 2022)

CasANGCL: pre-training and fine-tuning model based on cascaded attention network and graph contrastive learning for molecular property prediction. - Zixi Zheng; Yanyan Tan; Hong Wang 015; Shengpeng Yu; Tianyu Liu 006; Cheng Liang 001 (Briefings Bioinform., 2023)

A Soft-Attention Guidance Stacked neural Network for neoadjuvant chemotherapy's pathological response diagnosis using breast dynamic contrast-enhanced MRI. - Tianyu Liu 006; Hong Wang 015; Shengpeng Yu; Feiyan Feng; Jun Zhao 017 (Biomed. Signal Process. Control., 2023)

Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals. - Shuangyong Zhang; Hong Wang 015; Zixi Zheng; Tianyu Liu 006; Weixin Li; Zishan Zhang; Yanshen Sun (Int. J. Neural Syst., 2023)

PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation. - Feiyan Feng; Tianyu Liu 006; Hong Wang 015; Jun Zhao 017; Wei Li 249; Yanshen Sun (CoRR, 2024)

BTSSPro: Prompt-Guided Multimodal Co-Learning for Breast Cancer Tumor Segmentation and Survival Prediction. - Wei Li 249; Tianyu Liu 006; Feiyan Feng; Shengpeng Yu; Hong Wang 015; Yanshen Sun (IEEE J. Biomed. Health Informatics, 2024)

Integrating clinicopathologic information and dynamic contrast-enhanced MRI for augmented prediction of neoadjuvant chemotherapy response in breast cancer. - Tianyu Liu 006; Hong Wang 015; Feiyan Feng; Wei Li 249; Fulin Zheng; Kai Wu; Shengpeng Yu; Yanshen Sun (Biomed. Signal Process. Control., 2025)

Multi-knowledge informed deep learning model for multi-point prediction of Alzheimer's disease progression. - Kai Wu; Hong Wang 015; Feiyan Feng; Tianyu Liu 006; Yanshen Sun (Neural Networks, 2025)

Efficient breast cancer segmentation via Brownian Bridge diffusion with semantic fusion strategy. - Feiyan Feng; Tianyu Liu 006; Fulin Zheng; Yanshen Sun; Hong Wang 015 (Pattern Recognit., 2026)

Cromdbn: Dynamic brain network analysis for neuropsychiatric diseases classification via multi-knowledge integration. - Kai Wu; Hong Wang 015; Fulin Zheng; Feiyan Feng; Tianyu Liu 006; Yanshen Sun (Pattern Recognit., 2026)

Structured knowledge-inspired two-stage knowledge alignment framework for Alzheimer's disease diagnosis. - Fulin Zheng; Hong Wang 015; Tianyu Liu 006; Feiyan Feng; Kai Wu; Cheng Liang 001 (Pattern Recognit., 2026)