Md Palash Uddin

Postdoc, Information Technology, Deakin University

Joined

July 2025

Names

Md Palash Uddin (Preferred)

Md. Palash Uddin

Emails

****@deakin.edu.au (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Postdoc

Information Technology , Deakin University (deakin.edu.au)

2022 – 2028

PhD student

Information Technology , Deakin University (deakin.edu.au)

2019 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

Yong Xiang

Present

PhD Advisor

John Yearwood

Present

PhD Advisor

Xuequan Lu

Present

Coauthor

Longxiang Gao

Present

Coauthor

Yushu Zhang

Present

PhD Advisee

Mahmudul Hasan

Present

PhD Advisee

MD MAMUNUR RASHID

Present

PhD Advisee

Md Rashedul Islam

Present

Coauthor

Youyang Qu

Present

Coauthor

Yao Zhao

Present

Coauthor

Leo Yu Zhang

Present

Expertise

Federated Learning

Present

Data Privacy

Security and Integrity

Present

Publications

Mitigating classification discrepancies in cesarean section using robust data balancing and domain-informed explanations
Md. Rashedul Islam, Mahmudul Hasan, Priyanka Roy, Md. Palash Uddin, Petr Hajek, Mohammad Zoynul Abedin
- Biomedical Signal Processing and Control
- Readers: Everyone
AdaFed-HybridGAN: Adaptive Federated Aggregation with GAN-Driven Hybrid Model–Data Synthesis for Efficient Cyber Attack Detection in Edge Computing
Zeseya Sharmin, Yong Xiang, Md Palash Uddin, Feifei Chen
- Crossref
- Readers: Everyone
UltraLightCPS: An Ultra-Lightweight Colon Polyp Segmentation model using an adaptive compressed multi-scale semantic fusion mechanism
Abduz Zami, Shadman Sobhan, Mohiuddin Ahmed, Md Palash Uddin
- Biomedical Signal Processing and Control
- Readers: Everyone
A systematic literature review on federated cyber-attack detection for edge intelligence: Challenges, approaches, and future directions
Zeseya Sharmin, Md Palash Uddin, Yong Xiang, Feifei Chen
- Computer Science Review
- Readers: Everyone
Divergence-Regularized Federated GANs for Effective Cyber-Attack Detection on Non-IID and Unlabeled Edge Activity Data
Zeseya Sharmin, Md. Palash Uddin, Yong Xiang, Feifei Chen, Jine Tang, Yushu Zhang
- IEEE Transactions on Industrial Informatics
- Readers: Everyone
DAARA: Divergence-Aware Attention for Robust Aggregation in Federated Learning Against Poisoning Attacks
Md Palash Uddin, Mahmudul Hasan, Yong Xiang
- Crossref
- Readers: Everyone
Fast Convergent Federated Learning via Decaying SGD Updates
Md Palash Uddin, Yong Xiang, Mahmudul Hasan, Yao Zhao, Youyang Qu, Longxiang Gao
- IEEE Trans. Big Data 2026
- Readers: Everyone
Advancing solar radiation prediction with explainable AI and ensemble learning techniques
Iftekharul Islam, Shamanta Sharmin Sristy, Raunaq Jahan, Md. Motiur Rahman Tareq, Mahmudul Hasan, Md. Palash Uddin
- Telematics and Informatics Reports
- Readers: Everyone
Mitigating classification discrepancies in cesarean section using robust data balancing and domain-informed explanations
Md. Rashedul Islam, Mahmudul Hasan, Priyanka Roy, Md Palash Uddin, Petr Hájek, Mohammad Zoynul Abedin
- Biomed. Signal Process. Control. 2026
- Readers: Everyone
MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification
Shadman Sobhan, Kazi Abrar Mahmud, Abduz Zami, Mohiuddin Ahmed, Md Palash Uddin
- Biomed. Signal Process. Control. 2026
- Readers: Everyone

View all 76 publications

Co-Authors

Abdulhaleem H. Labban
Abduz Zami
Abu Bakar Siddique Mahi
Adiba Mahjabin Nitu
Ahsan Habib
Aitazaz Ahsan Farooque
Al Mahmud Siam
Anwaar Ulhaq
Anwar Hossain Efat
Atul Sajjanhar
Ayasha Siddiqa
Borui Cai
Boshir Ahmed
Chandan K. Karmakar
Chandan Karmakar
Chenquan Gan
Dezhong Peng
Faysal Hossain Emon
Feifei Chen
Geeta Yadav
Govind Krishnamoorthy
Hasi Saha
Hussein Alabdally
Iftekharul Islam
Jine Tang

View all 98 co-authors