Nobel Dhar

According to our database, Nobel Dhar authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Characterizing and Understanding Energy Footprint and Efficiency of Small Language Model on Edges.

Md Romyull Islam, Bobin Deng, Nobel Dhar, Tu N. Nguyen, Selena He, Yong Shi, Kun Suo

CoRR, November, 2025

Characterizing and Understanding Energy Footprint and Efficiency of Small Language Model on Edges.

Md. Romyull Islam, Bobin Deng, Nobel Dhar, Tu N. Nguyen, Selena He, Yong Shi, Kun Suo

Proceedings of the 22nd IEEE International Conference on Mobile Ad-Hoc and Smart Systems, 2025

AccelMD: A Self-Adaptive AI-Enabled Framework for Accelerating Molecular Dynamics Simulations.

Kazi Fahim Ahmad Nasif, Bobin Deng, Lingtao Chen, Yixin Xie, Shaolei Teng, Jiang Li, Liang Zhao, Syed Md Shamsul Alam, Nobel Dhar, Kun Suo, Dan Chia-Tien Lo

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

A Sparsity Predicting Approach for Large Language Models via Activation Pattern Clustering.

Nobel Dhar, Bobin Deng, Md. Romyull Islam, Xinyue Zhang, Kazi Fahim Ahmad Nasif, Kun Suo

Proceedings of the Euro-Par 2025: Parallel Processing, 2025

2024

Characterizing and Understanding the Performance of Small Language Models on Edge Devices.

Md. Romyull Islam, Nobel Dhar, Bobin Deng, Tu N. Nguyen, Selena He, Kun Suo

Proceedings of the IEEE International Performance, 2024

Activation Sparsity Opportunities for Compressing General Large Language Models.

Nobel Dhar, Bobin Deng, Md. Romyull Islam, Kazi Fahim Ahmad Nasif, Liang Zhao, Kun Suo

Proceedings of the IEEE International Performance, 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, Selena He, Yong Shi

Proceedings of the 2024 ACM Southeast 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, Selena He, Xiaofeng Wu

Proceedings of the 2024 ACM Southeast Conference, 2024

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

Proceedings of the 2024 ACM Southeast Conference, 2024

An Empirical Analysis and Resource Footprint Study of Deploying Large Language Models on Edge Devices.

Nobel Dhar, Bobin Deng, Dan C. Lo, Xiaofeng Wu, Liang Zhao, Kun Suo

Proceedings of the 2024 ACM Southeast Conference, 2024

2021

Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network.

Nobel Dhar, Gaurob Saha, Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam

CoRR, 2021