Sakib Mostafa

According to our database, Sakib Mostafa authored at least 14 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Knowledge Graph Modulated Deep Learning for Limited-Sample Clinical Data Analysis.

Yuwei Xue, Sakib Mostafa, James Zou, Joseph Liao, Maximilian Diehn, Ash A. Alizadeh, Lei Xing, Md Tauhidul Islam

CoRR, May, 2026

Toward a universal foundation model for graph-structured data.

Sakib Mostafa, Lei Xing, Md Tauhidul Islam

CoRR, April, 2026

Vision-based Deep Learning Analysis of Unordered Biomedical Tabular Datasets via Optimal Spatial Cartography.

Sakib Mostafa, Tarik Massoud, Maximilian Diehn, Lei Xing, Md Tauhidul Islam

CoRR, March, 2026

2025

Transformation of Biological Networks into Images via Semantic Cartography for Visual Interpretation and Scalable Deep Analysis.

Sakib Mostafa, Lei Xing, Md Tauhidul Islam

CoRR, December, 2025

Feature transformation for improved software bug detection and commit classification.

Sakib Mostafa, Shamse Tasnim Cynthia, Banani Roy, Debajyoti Mondal

J. Syst. Softw., 2025

2024

Short Paper: Dementia Patient Health, Prescriptions ML Dataset: LightGBM Classification of XAI-based LIME and SHAP for Dementia Detection.

Fariha Jahan, Sirajum Munira Shifat, Fatema Zohra Anannya, Sakib Mostafa, Md. Manzurul Hasan

Proceedings of the 11th International Conference on Networking, Systems, and Security, 2024

2023

Explainable deep learning in plant phenotyping.

Sakib Mostafa, Debajyoti Mondal, Karim Panjvani, Leon Kochian, Ian Stavness

Frontiers Artif. Intell., February, 2023

2022

Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification.

Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness

Frontiers Artif. Intell., 2022

2021

Diagnosis of Autism Spectrum Disorder Based on Functional Brain Networks with Deep Learning.

Wutao Yin, Sakib Mostafa, Fang-Xiang Wu

J. Comput. Biol., 2021

On the Evolution of Neuron Communities in a Deep Learning Architecture.

Sakib Mostafa, Debajyoti Mondal

CoRR, 2021

Visualizing Feature Maps for Model Selection in Convolutional Neural Networks.

Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Diagnosis of ASD from rs-fMRI Images Based on Brain Dynamic Networks.

Hongyu Guo, Wutao Yin, Sakib Mostafa, Fang-Xiang Wu

Proceedings of the Bioinformatics Research and Applications - 16th International Symposium, 2020

2019

Diagnosis of Autism Spectrum Disorder Based on Eigenvalues of Brain Networks.

Sakib Mostafa, Lingkai Tang, Fang-Xiang Wu

IEEE Access, 2019

Autoencoder Based Methods for Diagnosis of Autism Spectrum Disorder.

Sakib Mostafa, Wutao Yin, Fang-Xiang Wu

Proceedings of the Computational Advances in Bio and Medical Sciences, 2019