@inproceedings{yeafi2026hyperspectral,title={Hyperspectral Structured-Illumination Reflectance Imaging for Early-Stage Rot Detection in Blueberries},author={Yeafi, Ashfak and Lu, Yuzhen and Rett-Cadman, Stephanie and Vander Weide, Joshua and Miles, Timothy D.},booktitle={2026 SPIE SPIE Defense + Security},year={2026},organization={SPIE},}
2025
A deep learning framework for 3D brain tumor segmentation and survival prediction
Ashfak Yeafi, Monira Islam , and Md Salah Uddin Yusuf
@article{yeafi2025deep,title={A deep learning framework for 3D brain tumor segmentation and survival prediction},author={Yeafi, Ashfak and Islam, Monira and Yusuf, Md Salah Uddin},journal={Healthcare Analytics},pages={100418},year={2025},publisher={Elsevier},}
SwinTextUNet: Integrating CLIP-Based Text Guidance into Swin Transformer U-Nets for Medical Image Segmentation
Ashfak Yeafi, Parthaw Goswami , Md Khairul Islam , and 1 more author
In 2025 28th International Conference on Computer and Information Technology (ICCIT) , 2025
@inproceedings{yeafi2025swintextunet,title={SwinTextUNet: Integrating CLIP-Based Text Guidance into Swin Transformer U-Nets for Medical Image Segmentation},author={Yeafi, Ashfak and Goswami, Parthaw and Islam, Md Khairul and Shamme, Ashifa Islam},booktitle={2025 28th International Conference on Computer and Information Technology (ICCIT)},pages={4260--4265},year={2025},organization={IEEE},}
PrivEraserVerify: Efficient, Private, and Verifiable Federated Unlearning
Parthaw Goswami , Md Khairul Islam , and Ashfak Yeafi
In 2025 28th International Conference on Computer and Information Technology (ICCIT) , 2025
@inproceedings{goswami2025priveraserverify,title={PrivEraserVerify: Efficient, Private, and Verifiable Federated Unlearning},author={Goswami, Parthaw and Islam, Md Khairul and Yeafi, Ashfak},booktitle={2025 28th International Conference on Computer and Information Technology (ICCIT)},pages={5650--5655},year={2025},organization={IEEE},}
Machine Learning-Aided Microstrip Patch Antenna for Breast Tumor Detection Using Scattering Parameters
Ashifa Islam Shamme , Ashfak Yeafi, and Md Shamim Ahamed
In 2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) , 2025
@inproceedings{shamme2025machine,title={Machine Learning-Aided Microstrip Patch Antenna for Breast Tumor Detection Using Scattering Parameters},author={Shamme, Ashifa Islam and Yeafi, Ashfak and Ahamed, Md Shamim},booktitle={2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)},pages={985--990},year={2025},organization={IEEE},}
2024
Advancing automatic plant classification system in Saudi Arabia: introducing a novel dataset and ensemble deep learning approach
Emna Amri , Yonis Gulzar , Ashfak Yeafi, and 3 more authors
@article{amri2024advancing,title={Advancing automatic plant classification system in Saudi Arabia: introducing a novel dataset and ensemble deep learning approach},author={Amri, Emna and Gulzar, Yonis and Yeafi, Ashfak and Jendoubi, Siwar and Dhawi, Faten and Mir, Mohammad Shuaib},journal={Modeling Earth Systems and Environment},pages={1--17},year={2024},publisher={Springer},}
ADTNet: Attention-Guided U-Net with Dynamic CNN and Transformers for Skin Cancer Detection
Ashfak Yeafi, and Liton Sarker
In 2024 13th International Conference on Electrical and Computer Engineering (ICECE) , 2024
@inproceedings{11024876,author={Yeafi, Ashfak and Sarker, Liton},booktitle={2024 13th International Conference on Electrical and Computer Engineering (ICECE)},title={ADTNet: Attention-Guided U-Net with Dynamic CNN and Transformers for Skin Cancer Detection},year={2024},volume={},number={},pages={679-684},keywords={Image segmentation;Technological innovation;Accuracy;Convolution;Computational modeling;Computer architecture;Transformers;Feature extraction;Skin;Skin cancer;Skin Cancer Segmentation;Dynamic Convolution;Attention Mechanism;Transformer},doi={10.1109/ICECE64886.2024.11024876},}
EF-SwinNet: A Hybrid EfficientNet-Swin Transformer Model for Skin Cancer Classification
Liton Sarker , and Ashfak Yeafi
In 2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET) , 2024
@inproceedings{sarker2024ef,title={EF-SwinNet: A Hybrid EfficientNet-Swin Transformer Model for Skin Cancer Classification},author={Sarker, Liton and Yeafi, Ashfak},booktitle={2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)},pages={1--4},year={2024},organization={IEEE},}
2023
GSNet: a multi-class 3D attention-based hybrid glioma segmentation network
Md Tasnim Jawad , Ashfak Yeafi, and Kalyan Kumar Halder
@inproceedings{yeafi2023semi,title={A Semi-supervised Approach For Brain Tumor Classification Using Wasserstein Generative Adversarial Network with Gradient Penalty},author={Yeafi, Ashfak and Islam, Monira and Mondal, Sohag Kumar and Nashad, KM Ishraq Hussain and Yusuf, Md Salah Uddin},booktitle={2023 6th International Conference on Electrical Information and Communication Technology (EICT)},pages={1--6},year={2023},organization={IEEE},}
2022
Implementation of Encoder-Decoder based Long Short-Term Memory Network for Short-Term Electrical Load Forecasting
Amit Deb Roy , and Ashfak Yeafi
In 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI) , 2022
@inproceedings{10103285,author={Roy, Amit Deb and Yeafi, Ashfak},booktitle={2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI)},title={Implementation of Encoder-Decoder based Long Short-Term Memory Network for Short-Term Electrical Load Forecasting},year={2022},volume={},number={},pages={1-6},keywords={Radio frequency;Measurement;Recurrent neural networks;Load forecasting;Predictive models;Power systems;Forecasting;Short-Term Load Forecasting;Long-Short-Term Memory Network;Bangladesh Power System;Evaluation Metrics},doi={10.1109/STI56238.2022.10103285},}
