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Hello! I am Md Fahim Ul Islam, currently working as a Graduate Research Associate in Computer Science at Arizona State University (ASU) under the supervision of Prof. Krishnendu Chakrabarty. I completed my Bachelor’s degree in Computer Science and Engineering at Brac University.

My research interests are primarily focused on:

Artificial Intelligence and Machine Learning for hardware and physical design optimization
Generative AI models for manufacturing and semiconductor processes
Embedded systems and IoT applications

Md Fahim Ul Islam

Graduate Research Associate

Arizona State University (ASU)

Collaborations

LAB AFFILIATIONS

Research Interest

HUMAN-COMPUTER INTERACTION

Survey research
Identify and report innovative and novel research outcomes on applications of IoT, AI, computer vision, remote sensing, and autonomous systems in smart farming and precision livestock.

ARTIFICIAL INtelligence

Generative AI for Education
Human-centered AI for Interaction Processes
AI in Social Problems
Computational Biology

LLM Security, Optimization
Inference-time scaling
Search optimization
Pre-training compute

AI in Security

Neural networks/CNN/RNN
Intrusion Detection, Software Engineering
Distributed Federated Learning, Privacy Persevering
Security in IoT, IoMT

Latest News

[Journal of Selected Topics in Applied Earth Observations and Remote Sensing] Accepted Journal paper "Wildfire Detection Powered by Involutional Neural Network and Multi-Task Learning with DarkChannel Prior Technique", August 21, 2024, Impact Factor : 4.7

[IEEE Access] Accepted Journal paper "A Comprehensive Approach Towards Wheat Leaf Disease Identification Leveraging Transformer Models and Federated Learning", July 30, 2024, Impact Factor :3.4

[IEEE Access] Got total 8 invitations from IEEE Access: The Multidisciplinary Open Access Journal for paper reviews July 5, 2024

[Ecological Informatics] Accepted Journal paper "An interpretable fusion model integrating lightweight CNN and transformer architectures for rice leaf disease identification", July 7, 2024 , Impact Factor : 5.8

[ICCA 2024] 2 papers were accepted for the International Conference on Computing Advancements (ICCA) conference., July 2, 2024

[Engineering Applications of Artificial Intelligence (EAAI)] Got an invitation from Engineering Applications of Artificial Intelligence (EAAI) for paper review, May 10, 2024

[ICEEICT 2024] 4 papers were accepted for the Electrical Engineering and Information & Communication Technology (ICEEICT) conference., April 2, 2024

[iCACCESS 2024] 3 papers were accepted for the International Conference on Advance in Computing, Communication, Electrical and Smart Systems (iCACCESS)., February 2, 2024

[Annals of Emerging Technologies in Computing (AETiC) ] Accepted Journal paper "Wildfire Prediction in the United States Using Time Series Forecasting Models", January 1, 2024