Md. Romyull Islam

11 papers B 1C 2Journal 2Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Sparsity Predicting Approach for Large Language Models via Activation Pattern Clustering.
Euro-Par (1)
Nobel Dhar, Bobin Deng, Md. Romyull Islam, Xinyue Zhang, Kazi Fahim Ahmad Nasif, Kun Suo
2025 J jnl
A Sparsity Predicting Approach for Large Language Models via Activation Pattern Clustering.
CoRR
Nobel Dhar, Bobin Deng, Md. Romyull Islam, Xinyue Zhang, Kazi Fahim Ahmad Nasif, Kun Suo
2025 B conf
Characterizing and Understanding Energy Footprint and Efficiency of Small Language Model on Edges.
MASS
Md. Romyull Islam, Bobin Deng, Nobel Dhar, Tu N. Nguyen, Selena He, Yong Shi, Kun Suo
2024 — conf
A Systematic Investigation of Hardware and Software in Electric Vehicular Platform.
ACM Southeast Regional Conference
Kun Suo, Long Vu, Md. Romyull Islam, Nobel Dhar, Tu N. Nguyen, Selena He, Xiaofeng Wu
2024 C conf
Activation Sparsity Opportunities for Compressing General Large Language Models.
IPCCC
Nobel Dhar, Bobin Deng, Md. Romyull Islam, Kazi Fahim Ahmad Nasif, Liang Zhao, Kun Suo
2024 J jnl
Activation Sparsity Opportunities for Compressing General Large Language Models.
CoRR
Nobel Dhar, Bobin Deng, Md. Romyull Islam, Kazi Fahim Ahmad Nasif, Liang Zhao, Kun Suo
2024 — conf
Building a Resilient and Sustainable Grid: A Study of Challenges and Opportunities in AI for Smart Virtual Power Plants.
ACM Southeast Regional Conference
Md. Romyull Islam, Long Vu, Nobel Dhar, Bobin Deng, Kun Suo
2024 C conf
Characterizing and Understanding the Performance of Small Language Models on Edge Devices.
IPCCC
Md. Romyull Islam, Nobel Dhar, Bobin Deng, Tu N. Nguyen, Selena He, Kun Suo
2024 — conf
Living on the Electric Vehicle and Cloud Era: A Study of Cyber Vulnerabilities, Potential Impacts, and Possible Strategies.
ACM Southeast Regional Conference
Long Vu, Kun Suo, Md. Romyull Islam, Nobel Dhar, Tu N. Nguyen, Selena He, Yong Shi
2019 — conf
MobileNet Model for Classifying Local Birds of Bangladesh from Image Content Using Convolutional Neural Network.
ICCCNT
Md. Romyull Islam, Nishat Tasnim, Shaon Bhatta Shuvo
2018 — conf
A Convolution Neural Network Based Classification Approach for Recognizing Traditional Foods of Bangladesh from Food Images.
ISDA (1)
Nishat Tasnim, Md. Romyull Islam, Shaon Bhatta Shuvo