Application of Machine Learning Based Hospital Up-gradation Policy for Bangladesh. - Salman Sadiq Shuvo; Md Rubel Ahmed; Sadia Binta Kabir; Shaila Akter Shetu (NSysS, 2020)

Model Synthesis for Communication Traces of System Designs. - Hao Zheng 001; Md Rubel Ahmed; Parijat Mukherjee; Mahesh C. Ketkar; Jin Yang 006 (ICCD, 2021)

Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. - Salman Sadiq Shuvo; Md Rubel Ahmed; Hasan Symum; Yasin Yilmaz (IJCNN, 2021)

Mining Message Flows from System-on-Chip Execution Traces. - Md Rubel Ahmed; Hao Zheng 001; Parijat Mukherjee; Mahesh C. Ketkar; Jin Yang 006 (ISQED, 2021)

A Comparative Study of Specification Mining Methods for SoC Communication Traces. - Md Rubel Ahmed; Hao Zheng 001; Parijat Mukherjee; Mahesh C. Ketkar; Jin Yang 006 (ISVLSI, 2021)

Model Synthesis for Communication Traces of System-on-Chip Designs. - Hao Zheng 001; Md Rubel Ahmed; Parijat Mukherjee; Mahesh C. Ketkar; Jin Yang 006 (CoRR, 2021)

Tools and Algorithms for SoC Communication Traces. - Md Rubel Ahmed; Hao Zheng 001 (CoRR, 2021)

Deep Bidirectional Transformers for SoC Flow Specification Mining. - Md Rubel Ahmed; Hao Zheng 001 (CoRR, 2022)

Mining SoC Message Flows with Attention Model. - Md Rubel Ahmed; Bardia Nadimi; Hao Zheng 001 (CoRR, 2022)

Mining Patterns From Concurrent Execution Traces. - Md Rubel Ahmed; Hao Zheng 001; Parijat Mukherjee; Mahesh C. Ketkar; Jin Yang 006 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs. - Md Rubel Ahmed; Toshiaki Koike-Akino; Kieran Parsons; Ye Wang 001 (MWSCAS, 2023)

Joint Software-Hardware Design for Green AI. - Md Rubel Ahmed; Toshiaki Koike-Akino; Kieran Parsons; Ye Wang 001 (MWSCAS, 2023)

System-on-Chip Message Flow Mining with Masked-Language Models. - Md Rubel Ahmed; Bardia Nadimi; Hao Zheng 001 (MWSCAS, 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, 2023)

Neuro-Symbolic Program Synthesis for Multi-Hop Natural Language Navigation. - William English; Dominic Simon; Md Rubel Ahmed; Sumit Kumar Jha 001; Rickard Ewetz (ICAA, 2024)

Equivalence Checking for Flow-Based Computing using Iterative SAT Solving. - Sven Thijssen; Muhammad Rashedul Haq Rashed; Md Rubel Ahmed; Suraj Singireddy; Sumit Kumar Jha 001; Rickard Ewetz (ICCAD, 2024)

CLE: Context-Aware Local Explanations for High Dimensional Tabular Data. - Fazle Rahat; M. Shifat Hossain; Md Rubel Ahmed; Rickard Ewetz (ICMLA, 2024)

AutoModel: Automatic Synthesis of Models From Communication Traces of SoC Designs. - Md Rubel Ahmed; Bardia Nadimi; Hao Zheng 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Explaining ViTs Using Information Flow. - Chase Walker; Md Rubel Ahmed; Sumit Kumar Jha 001; Rickard Ewetz (AISTATS, 2025)

Data Augmentation for Image Classification Using Generative AI. - Fazle Rahat; M. Shifat Hossain; Md Rubel Ahmed; Sumit Kumar Jha 001; Rickard Ewetz (WACV, 2025)

EdgeProfiler: A Fast Profiling Framework for Lightweight LLMs on Edge Using Analytical Model. - Alyssa Pinnock; Shakya Jayakody; Kawsher A. Roxy; Md Rubel Ahmed (CoRR, 2025)