2025
Multi-scale multi-object semi-supervised consistency learning for ultrasound image segmentation.
Neural Networks, 2025

2024
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Meta Learning With Graph Attention Networks for Low-Data Drug Discovery.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

2023
Recent progress in transformer-based medical image analysis.
Comput. Biol. Medicine, September, 2023

3D graph neural network with few-shot learning for predicting drug-drug interactions in scaffold-based cold start scenario.
Neural Networks, August, 2023

Lightweight equivariant interaction graph neural network for accurate and efficient interatomic potential and force predictions.
CoRR, 2023

MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis.
CoRR, 2023

2021
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method.
IEEE J. Biomed. Health Informatics, 2021