Md. Abdur Rahman
Md. Abdur Rahman
Machine Learning · Computer Vision · Medical Imaging · Pattern Recognition · Signal Processing

Research Interests

My research interests span advanced machine learning, pattern recognition, and signal processing. I particularly focus on developing computer vision models for the effective extraction and interpretation of complex, high-dimensional data. I am also motivated by challenges in limited-data and low-resource environments and aim to design efficient and generalizable algorithms for real-world applications.

Experience

Research Assistant · United International University
May 2025 – Present
Associate Director · Research Integrity and Ethics
March 2025 – Present
Undergrad TA · United International University
Dept. Computer Science and Engineering
Jun 2024 – Oct 2024
Grader · United International University
Dept. Computer Science and Engineering
May 2023 – Sept 2023

News

Jan 2026: Our review of review of LLMs as autonomous agents and tool is now published in Artificial Intelligence Review (Q1, IF: 13.9) [link]
Jan 2026: Our review of fact-checking and factuality evaluation in LLMs is published in Artificial Intelligence Review (Q1, IF: 13.9) [link]
Dec 2025: A first-author study on a radiomics-enhanced fused residual multiparametric 3D network (ReFRM3D) is now available in [arXiv]
Oct 2025: Our study for cardiovascular abnormalities diagnosis from ECG signals using a compact attentional GNN and semi-supervised autoencoders is published in Signal, Image and VideoProcessing [LINK]
Oct 2025: A joint first-author study entitled "Diffusion-Based Knowledge Distillation for Effective Multi-Organ Segmentation with Reduced Computational Time" is published in Computers in Biology and Medicine (Q1, IF: 6.3) [LINK]
Oct 2025: [A first-author study] | presented WeCKD, the first-ever distillation chain that learns, refines, and passes knowledge forward from limited data | arXiv
Oct 2025: Our study on the prediction of post-resection colorectal liver metastases recurrence is accepted for publication in Advanced Intelligent Systems (Q1, IF: 6.1) [link]
Oct 2025: A first-authored study on a self-supervised contrastive representation network in acoustic data is now available in arXiv
Sept 2025: Our study on musculoskeletal risk assessment for athletes using multimodal visual and skeletal features is now available in arXiv
Aug 2025: A review on LLMs as autonomous agents is now available in arXiv
Jul 2025: HANS-Net is now available in arXiv
Jun 2025: A second-author Q1 paper accepted in Journal of Cancer Research and Clinical Oncology | FSS-ULivR
Feb 2025: Another first author (undergraduate thesis) papar accepted in IEEE Access (Q1, IF: 3.6) | uFOIL
Oct 2024: Graduation done! AR out
Sep 2024: My first first-author paper accepted in CAAI Transactions on Intelligence Technology (Q1, IF: 8.4) [link]
Jun 2024: Became an Undergrad Teaching Assistant (UGA) at UIU for 3 (OOP) lab courses.
Nov 2023: My first ever paper is accepted in 26th International Conference on Computer and Information Technology (ICCIT)! [link]
Nov 2023: Started working under Prof. Dr. Sami Azam Sir, Discipline Chair, Information Technology, Faculty of Science and Technology, Charles Darwin University, Australia | Mentored by Raiaan bhai and Fahad bhai.
May 2023: Appointed as a Grader at United International University (UIU). Will be grading 3 Computer Networks courses.

Publications

Services

Reviewer: IEEE Access
(2024–Present)
Reviewer: Biomedical Signal Processing and Control
(2025–Present)