Publications

13 peer-reviewed, first author on 6. Also on Google Scholar.

Under review (first author)

JISAUnder review

Selective Recovery of Confidential System-Prompt Facts through Required Tool Parameters

Md. Ashiq Ul Islam Sajid (first author)

Journal of Information Security and Applications, Elsevier (Q1)

Code & paper

Veh. Commun.Under review

Track-Keyed Sequential Evidence for Misbehaviour Detection and Impact Prioritisation in V2V Networks

Md. Ashiq Ul Islam Sajid (first author)

Vehicular Communications, Elsevier (Q1)

Code & paper

First-author

IEEE FET'26

BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment

Md. Ashiq Ul Islam Sajid, Mohammad Sakib Mahmood, Md. Tareq Hasan, Md Abdur Rahim, Rafat Ara, Md. Arafat Hossain

2026 IEEE International Conference on Frontiers of Engineering and Emerging Technologies (FET) · Apr 2026

DOI

ICADCML'25

Enhanced Calorie Estimation of Solid Foods Using Federated Learning and YOLO Models: A Distributed Approach for Collaborative Caloric Data Analysis

Sajid, M.A.U.I., Mubin, A.A., Islam, M.A., Sarkar, R., Choya, S.B.Z., Tamim Hasan, M.

Advances in Distributed Computing and Machine Learning (ICADCML 2025), LNNS vol. 1407, Springer · Sep 2025

DOI

ICADCML'25

Augmented 3D U-Net Architecture for Accurate Multimodal MRI Brain Tumor Segmentation

Sajid, M.A.U.I., Dohan, D.M., Mubin, A.A., Islam, M.A., Pial, A.J.

Advances in Distributed Computing and Machine Learning (ICADCML 2025), LNNS vol. 1406, Springer · Aug 2025

DOI

ICEEE'24

Enhancing User Experience by Tackling the Cold Start Challenge in Product Recommendation System

Sajid, M.A.U.I., Romeo, R., Tasin, S., Farid, S.

Innovations in Electrical and Electronics Engineering (ICEEE 2024), LNEE vol. 1294, Springer · Jan 2025

DOI

AII'25In press

Vertical AI for Kidney Stone Detection: Knowledge-Distilled CNNs with Student–Teacher Model for Ultrasound Imaging

Md. Ashiq Ul Islam Sajid et al. (1st of 4 authors)

5th International Conference on Applied Intelligence and Informatics (AII) · Presented Oct 2025

Paper

AHTBE'25

MedViT-HoVer++ (ViT): A Unified Transformer-Guided Framework for Multitask Nucleus Segmentation, Classification, and Count Regression in Histopathology Images

Md. Ashiq Ul Islam Sajid et al. (1st of 5 authors)

2nd International Conference on Advancement in Healthcare Technology and Biomedical Engineering (AHTBE) · Presented Jun 2025

Code

Co-authored

Sci. Rep.In press

Federated Fine-Tuning Frameworks for Privacy-Preserving Distributed Large Language Intelligence

Md. Ashiq Ul Islam Sajid (6th of 9 authors)

Scientific Reports, Nature Portfolio (Q1) · Accepted with minor revisions, Jun 2026

Paper

IEEE COMPAS'25

A Dual-Mode LLM Framework for Medical and General Language Translation for Breaking Barriers in Healthcare Communication

Intishar Rahman Anindo, Md. Ashiq Ul Islam Sajid, Mohammad Sakib Mahmood, Naheyan Prottush, Md Kishor Morol

2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS) · Oct 2025

DOI

ACM ICCA'24

Optimized Malaria Identification through Transfer Learning Approach

Al Jubayer Pial, Md. Ashiq Ul Islam Sajid, Abdullah Mubin, Muhammad Zawad Mahmud, M. Firoz Mridha, Abdullah Jubair

ICCA '24: Proceedings of the 3rd International Conference on Computing Advancements, ACM · Jun 2025 · pp. 719–724

DOI

IEEE ISDFS'25

Customer Personality Analysis Using Machine Learning with Explainable AI

Din Mohammad Dohan, Naheyan Prottush, Md. Ashiq Ul Islam Sajid, Sudipta Mondal, Sumaya Binte Zilani Choya, Md. Golam Rabiul Alam

2025 13th International Symposium on Digital Forensics and Security (ISDFS) · Apr 2025

DOI

IEEE IPAS'25

Optimizing Multimodal Transformers for Medical Image Captioning: Enhancing Automated Descriptions via AI Systems

Mithila Arman, Md. Khurshid Jahan, Ahmed Faizul Haque Dhrubo, Md. Mahfuzur Rhaman, Sumaya Binte Zilani Choya, Din Mohammad Dohan, Md. Ashiq Ul Islam Sajid, et al.

2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS) · Jan 2025

DOI

IEEE ICMI'25

A Hybrid Attention-Guided Fusion Network with Grad-CAM for MPox Skin Lesion Classification

Mithila Arman, Naheyan Prottush, Maher Ali Rusho, Arup Datta, Anirban Saha Anik, Din Mohammad Dohan, Md. Ashiq Ul Islam Sajid, et al.

2025 IEEE 4th International Conference on Computing and Machine Intelligence (ICMI) · Apr 2025

DOI

ICMLA'25In press

XAI-PredictFare: Comparative Flight Fare Prediction using Machine Learning Models with Dual Explainability through LIME and SHAP

Md. Ashiq Ul Islam Sajid (3rd of 5 authors)

International Conference on Machine Learning and Applications (ICMLA) · Presented Nov 2025

Paper

Preprints

SSRNPreprint

Advancing Sentiment Analysis: Fine-Tuning LLMs and Traditional Machine Learning Models for Noisy Bangla Texts

Md. Ashiq Ul Islam Sajid (6th of 8 authors)

SSRN Preprint · Aug 2025

DOI