Md Farhadur Reza -

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Correo electrónicomreza2eiuedu
Sitio webhttps://www.eiu.edu/math/personnel.php?id=mreza2

About

Posiciones externas

Assistant Professor, University of Central Missouri

ago 1 2019 → ago 1 2021

Keywords

Computer Engineering
Computer and Systems Architecture
Computer Sciences

21 Article
10 Paper
1 Doctoral Thesis

Accuracy-Aware, Hardware-Adaptive Co-Optimization of Pruning and Dataflow Mapping for Modern DNNs
Reza, M. F., jul 21 2026.
Producción científica › revisión exhaustiva
A Diffusion-Augmented 3D Convolutional Framework for Multi-Class Dementia Screening
Reza, M. F., jul 21 2026.
Producción científica › revisión exhaustiva
Hardware-Aware Pruning and Dataflow Mapping Co-Optimization Framework for Energy-Efficient DNN Acceleration
Reza, M. F., abr 14 2026.
Producción científica › revisión exhaustiva
Optimization of HVAC Systems with Edge Computing Using AI and Data Analytics for Building Energy Efficiency
Xie, H. & Reza, M. F., ene 2026.
Producción científica › revisión exhaustiva
Progressive GAN-Augmented CNN for Multi-Class Dementia Classification with Severe Class Imbalance
Reza, M. F., abr 14 2026.
Producción científica › revisión exhaustiva
Advancing Dementia Prediction: A Robust CNN Framework for Early Diagnosis
Reza, M. F. & Kelly, A., jul 20 2025.
Producción científica › revisión exhaustiva
Mapping Models and Heuristics for Accelerating Deep Neural Networks and Designing Energy-Efficient Networks-on-Chip
Reza, M. F. & Cloud, D., dic 2025, En: Journal of Supercomputing.
Producción científica › revisión exhaustiva
Neural Network-Based Mapping of Deep Neural Networks onto Network-on-Chip Architectures
Reza, M. F. & Cloud, D., jul 20 2025.
Producción científica › revisión exhaustiva

7 Membership of network
4 Other
3 Membership of committee
2 Participation in conference
Más
- 1 Invited talk

Invited Talk at the "International Workshop on HPC for AI" at National Yang Ming Chiao Tung University, Hsinchu, Taiwan, April 2024.
Reza, M. F. (Speaker)
abr 24 2024
Actividad
General Co-Chair of IEEE/ACM International Workshop on Network-on-Chip Architectures (NoCArc) 2024
Reza, M. F. (Participant)
mar 1 2024 → nov 8 2024
Actividad
Technical Program Co-Chair, IEEE/ACM International Workshop on Network-on-Chip Architectures (NoCArc) 2023
Reza, M. F. (Participant)
mar 1 2023 → nov 1 2023
Actividad
IEEE/ACM International Workshop on Network on Chip Architectures (NoCArc), held with 54th MICRO 2021 (External organization)
Reza, M. F. (Member)
ene 1 2021
Actividad
33rd IEEE International System-on-Chip Conference (SOCC), 2020 (External organization)
Reza, M. F. (Member)
ene 1 2020
Actividad
IEEE Young Professionals (External organization)
Reza, M. F. (Member)
ene 1 2018 → …
Actividad
Institute of Electrical and Electronics Engineers (IEEE) (External organization)
Reza, M. F. (Member)
ene 1 2018 → …
Actividad
Association for Computing Machinery (ACM) (External organization)
Reza, M. F. (Member)
ene 1 2016 → …
Actividad

Competitive Programming
Reza, M. F.
8/19/25 → 12/19/25
Curso
Computer Architecture
Reza, M. F.
1/7/25 → 5/16/25
Curso
Computer Science I
Reza, M. F.
1/1/24 → …
Curso
Computer Science II
Reza, M. F.
8/19/25 → 12/19/25
Curso
Data Structures
Reza, M. F.
8/15/23 → 12/15/23
Curso
Design and Analysis of Algorithms
Reza, M. F.
1/1/24 → …
Curso
Machine Learning
Reza, M. F.
1/1/24 → …
Curso
Networking and Distributed Computing
Reza, M. F.
1/13/26 → …
Curso

Achievement and Contribution Award (ACA) in Balanced category
Reza, M. F. (Recipient), oct 2025
Premio
Redden Fund Grant
Reza, M. F. (Recipient), jun 2025
Premio
Student Impact Grant for Faculty Mentor Award
Reza, M. F. (Recipient), nov 2025
Premio
Achievement and Contribution Award (ACA) in Balanced category
Reza, M. F. (Recipient), feb 1 2024
Premio
CLAS Travel Award
Reza, M. F. (Recipient), oct 17 2024
Premio
EIU Fall 2024 Council on Faculty Research (CFR) Grant
Reza, M. F. (Recipient), oct 1 2024
Premio
EIU Summer 2024 Council on Faculty Research (CFR) Grant
Reza, M. F. (Recipient), mar 15 2024
Premio
CLAS Travel Award
Reza, M. F. (Recipient), oct 1 2023
Premio

"The Thinking Game" screening discusses AI
Reza, M. F. & Duffin, K. I.
10/10/24
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación
EIU Celebrates 2022-23 ACA Recipients
Timm, D. M., Reza, M. F., Sterling, G. C., Meiners, S. J., Yoder, A. M., Canivez, G., Ramrattan, H., Effert-Fanta, E. L., Worthington, M., Bruns, T., Laughlin-Schultz, B., Gatrell, J., He, H., Kerins, A., Riley, J. D., Beck, M. W., Anthony, A. B. & More, C.
10/30/23
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación
Reports Summarize Machine Learning Study Results from Eastern Illinois University (Machine Learning Enabled Solutions for Design and Optimization Challenges In Networks-on-chip Based Multi/many-core Architectures)
Reza, M. F.
9/18/23
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación
Parking permits going virtual
Reza, M. F.
6/7/23
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación
U.S. Patents Awarded to Inventors in Washington (Dec. 28)
Reza, M. F.
12/28/22
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación
Deep Reinforcement Learning to Dynamically Configure NoC Resources
Reza, M. F.
6/17/22
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación
Google’s Chipmaking Ambitions Get An Acquisition Boost
Reza, M. F.
5/13/21
1 elemento de Cobertura del medio de comunicación
Prensa/medios de comunicación