Wei-Sheng Li

Inconsistency-Aware Active Learning for Semi-Supervised 3D Point Cloud Semantic Segmentation

ClinAlign: Clinical Workflow Aligned Memory Retrieval for Radiology Report Generation

ClinAlign—a memory-based retrieval framework aligned with clinical workflow, drawing inspiration from clinical diagnostic workflows is proposed, which constructs a disease-aware visual memory bank and introduces Classification-Guided Prompt Augmentation (CGPA), where disease state predictions are converted into structu...

Improving Adversarial Transferability with Local Perturbation Augmentation

This paper reveals that the iterative optimization process tends to over-specialize adversarial perturbations to the local gradient characteristics of the surrogate model, thereby hindering their transferability to other models, and proposes a novel attack method called Local Perturbation Augmentation Attack.