Md Rubel Ahmed

According to our database, Md Rubel Ahmed authored at least 17 papers between 2020 and 2024.

Collaborative distances:

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

2024

AutoModel: Automatic Synthesis of Models From Communication Traces of SoC Designs.

Md Rubel Ahmed, Bardia Nadimi, Hao Zheng

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2024

Data Augmentation for Image Classification using Generative AI.

Fazle Rahat, M. Shifat Hossain, Md Rubel Ahmed, Sumit Kumar Jha, Rickard Ewetz

CoRR, 2024

Neuro-Symbolic Program Synthesis for Multi-Hop Natural Language Navigation.

William English, Dominic Simon, Md Rubel Ahmed, Sumit Kumar Jha, Rickard Ewetz

Proceedings of the International Conference on Assured Autonomy, 2024

2023

Multi-Objective Reinforcement Learning Based Healthcare Expansion Planning Considering Pandemic Events.

Salman Sadiq Shuvo, Hasan Symum, Md Rubel Ahmed, Yasin Yilmaz, José Zayas-Castro

IEEE J. Biomed. Health Informatics, June, 2023

System-on-Chip Message Flow Mining with Masked-Language Models.

Md Rubel Ahmed, Bardia Nadimi, Hao Zheng

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Joint Software-Hardware Design for Green AI.

Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs.

Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

2022

Mining Patterns From Concurrent Execution Traces.

Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Mining SoC Message Flows with Attention Model.

Md Rubel Ahmed, Bardia Nadimi, Hao Zheng

CoRR, 2022

Deep Bidirectional Transformers for SoC Flow Specification Mining.

Md Rubel Ahmed, Hao Zheng

CoRR, 2022

2021

Tools and Algorithms for SoC Communication Traces.

Md Rubel Ahmed, Hao Zheng

CoRR, 2021

Model Synthesis for Communication Traces of System-on-Chip Designs.

Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang

CoRR, 2021

A Comparative Study of Specification Mining Methods for SoC Communication Traces.

Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2021

Mining Message Flows from System-on-Chip Execution Traces.

Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning.

Salman Sadiq Shuvo, Md Rubel Ahmed, Hasan Symum, Yasin Yilmaz

Proceedings of the International Joint Conference on Neural Networks, 2021

Model Synthesis for Communication Traces of System Designs.

Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

2020

Application of Machine Learning Based Hospital Up-gradation Policy for Bangladesh.

Salman Sadiq Shuvo, Md Rubel Ahmed, Sadia Binta Kabir, Shaila Akter Shetu

Proceedings of the 7th NSysS 2020: 7th International Conference on Networking, 2020