Abdulrahman Noman

According to our database, Abdulrahman Noman authored at least 10 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Cascading size-dependent deep propagation (CADP): Addressing over-smoothing in graph few-shot dermatology classification.

Abdulrahman Noman, Beiji Zou, Chengzhang Zhu, Mohammed Alhabib, Ahmed Alasri

Neural Networks, 2026

CAPTR-GTP: Class-aware prompting and token refinement with graph token propagation for few-shot ViTs.

Mohammed Al-Habib, Zuping Zhang, Abdulrahman Noman

Neural Networks, 2026

BIAN: Bidirectional interwoven attention network for retinal OCT image classification.

Ahmed Alasri, Zhixiang Chen, Yalong Xiao, Chengzhang Zhu, Abdulrahman Noman, Raeed Al-sabri, Harrison Xiao Bai

J. Vis. Commun. Image Represent., 2026

SEN-GAT: Synergistic Edge-Node graph attention networks for few-shot skin disease diagnosis.

Abdulrahman Noman, Beiji Zou, Chengzhang Zhu, Mohammed Alhabib, Ahmed Alasri

Digit. Signal Process., 2026

GAMFuse: Graph-based Adaptive Multiscale Feature Fusion for few-shot skin lesion classification.

Abdulrahman Noman, Beiji Zou, Chengzhang Zhu, Mohammed Al-Habib, Ahmed Alasri

Biomed. Signal Process. Control., 2026

Semi-supervised few-shot learning via ensemble-based adaptive clustering-aware pseudo-labeling.

Mohammed Al-Habib, Zuping Zhang, Abdulrahman Noman, Majjed Al-Qatf, Mounir Abdelaziz

Appl. Soft Comput., 2026

2025

GCDPL-Net: graph-based co-attention discriminative prototype learning networks for few-shot classification.

Mohammed Alhabib, Zuping Zhang, Abdulrahman Noman, Raeed Al-sabri, Majjed Al-Qatf

Int. J. Mach. Learn. Cybern., October, 2025

AMSFuse: Adaptive Multi-Scale Feature Fusion Network for Diabetic Retinopathy Classification.

Chengzhang Zhu, Ahmed Alasri, Tao Xu, Yalong Xiao, Abdulrahman Noman, Raeed Al-sabri, Xuanchu Duan, Monir Abdullah

Comput. Mater. Continua, 2025

FEGGNN: Feature-Enhanced Gated Graph Neural Network for robust few-shot skin disease classification.

Abdulrahman Noman, Beiji Zou, Chengzhang Zhu, Mohammed Alhabib, Raeed Al-sabri

Comput. Biol. Medicine, 2025

BATR-FST: Bi-Level Adaptive Token Refinement for Few-Shot Transformers.

Mohammed Alhabib, Zuping Zhang, Abdulrahman Noman

Proceedings of the International Joint Conference on Neural Networks, 2025