A Convolution Neural Network Based Classification Approach for Recognizing Traditional Foods of Bangladesh from Food Images. - Nishat Tasnim; Md. Romyull Islam; Shaon Bhatta Shuvo (ISDA (1), 2018)

MobileNet Model for Classifying Local Birds of Bangladesh from Image Content Using Convolutional Neural Network. - Md. Romyull Islam; Nishat Tasnim; Shaon Bhatta Shuvo (ICCCNT, 2019)

Building a Resilient and Sustainable Grid: A Study of Challenges and Opportunities in AI for Smart Virtual Power Plants. - Md. Romyull Islam; Long Vu; Nobel Dhar; Bobin Deng; Kun Suo (ACM Southeast Regional Conference, 2024)

A Systematic Investigation of Hardware and Software in Electric Vehicular Platform. - Kun Suo; Long Vu; Md. Romyull Islam; Nobel Dhar; Tu N. Nguyen 001; Selena He; Xiaofeng Wu 002 (ACM Southeast Regional Conference, 2024)

Living on the Electric Vehicle and Cloud Era: A Study of Cyber Vulnerabilities, Potential Impacts, and Possible Strategies. - Long Vu; Kun Suo; Md. Romyull Islam; Nobel Dhar; Tu N. Nguyen 001; Selena He; Yong Shi 002 (ACM Southeast Regional Conference, 2024)

Activation Sparsity Opportunities for Compressing General Large Language Models. - Nobel Dhar; Bobin Deng; Md. Romyull Islam; Kazi Fahim Ahmad Nasif; Liang Zhao 024; Kun Suo (IPCCC, 2024)

Characterizing and Understanding the Performance of Small Language Models on Edge Devices. - Md. Romyull Islam; Nobel Dhar; Bobin Deng; Tu N. Nguyen 001; Selena He; Kun Suo (IPCCC, 2024)

A Sparsity Predicting Approach for Large Language Models via Activation Pattern Clustering. - Nobel Dhar; Bobin Deng; Md. Romyull Islam; Xinyue Zhang 001; Kazi Fahim Ahmad Nasif; Kun Suo (Euro-Par (1), 2025)