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ORCIDMd Rubel Ahmed
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2020 – today
- 2024
[j3]Md Rubel Ahmed
, Bardia Nadimi, Hao Zheng:
AutoModel: Automatic Synthesis of Models From Communication Traces of SoC Designs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(7): 2191-2204 (2024)- [c9]William English, Dominic Simon, Md Rubel Ahmed, Sumit Kumar Jha, Rickard Ewetz:
Neuro-Symbolic Program Synthesis for Multi-Hop Natural Language Navigation. ICAA 2024: 114-117 - [i8]Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang:
AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs. CoRR abs/2403.10686 (2024) - [i7]Fazle Rahat, M. Shifat Hossain, Md Rubel Ahmed, Sumit Kumar Jha, Rickard Ewetz:
Data Augmentation for Image Classification using Generative AI. CoRR abs/2409.00547 (2024) - 2023
- [j2]Salman Sadiq Shuvo, Hasan Symum, Md Rubel Ahmed, Yasin Yilmaz, José Zayas-Castro:
Multi-Objective Reinforcement Learning Based Healthcare Expansion Planning Considering Pandemic Events. IEEE J. Biomed. Health Informatics 27(6): 2760-2770 (2023) - [c8]Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang:
AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs. MWSCAS 2023: 491-495 - [c7]Md Rubel Ahmed, Bardia Nadimi, Hao Zheng:
System-on-Chip Message Flow Mining with Masked-Language Models. MWSCAS 2023: 496-500 - [c6]Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang:
Joint Software-Hardware Design for Green AI. MWSCAS 2023: 1108-1112 - [i6]Md Rubel Ahmed, Bardia Nadimi, Hao Zheng:
AutoModel: Automatic Synthesis of Models from Communication Traces of SoC Designs. CoRR abs/2308.03523 (2023) - 2022
- [j1]Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang:
Mining Patterns From Concurrent Execution Traces. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(8): 2758-2762 (2022) - [i5]Md Rubel Ahmed, Hao Zheng:
Deep Bidirectional Transformers for SoC Flow Specification Mining. CoRR abs/2203.13182 (2022) - [i4]Md Rubel Ahmed, Bardia Nadimi, Hao Zheng:
Mining SoC Message Flows with Attention Model. CoRR abs/2209.07929 (2022) - 2021
- [c5]Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang:
Model Synthesis for Communication Traces of System Designs. ICCD 2021: 492-499 - [c4]Salman Sadiq Shuvo, Md Rubel Ahmed, Hasan Symum, Yasin Yilmaz:
Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. IJCNN 2021: 1-7 - [c3]Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang:
Mining Message Flows from System-on-Chip Execution Traces. ISQED 2021: 374-380 - [c2]Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang:
A Comparative Study of Specification Mining Methods for SoC Communication Traces. ISVLSI 2021: 31-36 - [i3]Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang:
Model Synthesis for Communication Traces of System-on-Chip Designs. CoRR abs/2102.06989 (2021) - [i2]Md Rubel Ahmed, Hao Zheng:
Tools and Algorithms for SoC Communication Traces. CoRR abs/2103.10778 (2021) - 2020
- [c1]Salman Sadiq Shuvo, Md Rubel Ahmed, Sadia Binta Kabir, Shaila Akter Shetu:
Application of Machine Learning Based Hospital Up-gradation Policy for Bangladesh. NSysS 2020: 18-24 - [i1]Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang:
Mining Message Flows from System-on-Chip Execution Traces. CoRR abs/2005.11221 (2020)
Coauthor Index
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