Md. Abdur Rahman
Md. Abdur Rahman
Machine Learning ยท Computer Vision ยท Medical Imaging ยท Pattern Recognition ยท 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

Associate Director ยท Research Integrity and Ethics
March 2025 โ€“ Present
Research Assistant ยท United International University
Institute for Advanced Research (IAR)
May 2025 โ€“ April 2026
Undergrad Assistant ยท United International University
Dept. Computer Science and Engineering
Jun 2024 โ€“ Oct 2024
Researcher
Aug 2023 โ€“ Feb 2025
Grader ยท United International University
Dept. Computer Science and Engineering
Sept 2023 โ€“ Jan 2024

News

Jun 2026: Our study on MDS risks assessment with fine-grained attention module and multimodal geometric correspondence module is now published in Computers and Electrical Engineering [link]
May 2026: Our study on ML- and Graph-based marker analysis for multiclass Dementia is now published in Discover Computing [link]
Mar 2026: Our study on multimodal weight estimation of commercial and industrial waste (MWP framework with Waste-Weight-10K dataset) is now available in [arXiv]
Jan 2026: Our study on quantitative measurement of Parkinson disease progression is now available in International Journal of Intelligent Systems [link]
Jan 2026: A joint first-author study on source-free domain adaptation using multiview transformations and latent-space consistency is now available in [arXiv]
Jan 2026: Our study on hyperbolic convolutions for hierarchical geometric representation (HANS-Net) is now published in IEEE Transactions on Radiation and Plasma Medical Sciences [link]
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
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

Academic Peer Reviewer

Results in Engineering ๐Ÿ“„
Intelligent Systems with Applications ๐Ÿ“„
Expert Systems with Applications ๐Ÿ“„
Biomedical Signal Processing and Control ๐Ÿ“„
IEEE Access ๐Ÿ“„