Publications Archive

14 listed research publications.

A dedicated archive for first-party publication content, so search engines can associate your name with research topics, venues, and recurring subject areas directly on your own domain.

01Scientific Reports, Q1 JournalUnder review

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

Md. Ashiq Ul Islam Sajid, et al.

02IEEE Xplore, FranceNov 2024

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

Md. Ashiq Ul Islam Sajid, et al.

03ICAII, Washington, DC, USAOct 2025

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

Md. Ashiq Ul Islam Sajid, et al.

04ICMLA, Boca Raton, FL, USANov 2025

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

Md. Ashiq Ul Islam Sajid, et al.

05Springer, AustraliaOct 2024

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

Md. Ashiq Ul Islam Sajid, et al.

06IEEE, BahrainMar 2025

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

Md. Ashiq Ul Islam Sajid, et al.

07Springer, TaiwanNov 2024

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

Md. Ashiq Ul Islam Sajid, et al.

08Springer, TaiwanNov 2024

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

Md. Ashiq Ul Islam Sajid, et al.

09ICITS, USAJan 2025

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

Md. Ashiq Ul Islam Sajid, et al.

10ISDFS, USAJan 2025

Customer Personality Analysis using Machine Learning with Explainable AI

Md. Ashiq Ul Islam Sajid, et al.

11ICMI, USAMar 2025

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

Md. Ashiq Ul Islam Sajid, et al.

12ICOCT, ChinaMar 2025

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

Md. Ashiq Ul Islam Sajid, et al.

13AHTBE, CanadaJun 2025

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.

14ACM, BangladeshNov 2024

Optimized Malaria Identification through Transfer Learning Approach

Md. Ashiq Ul Islam Sajid, et al.