Mohamed M. Sabry Aly

Associate Professor, Nanyang Technological University

Joined

February 2018

Names

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Google Scholar

Career & Education History

Associate Professor

Nanyang Technological University (ntu.edu.sg)

2024 – Present

Assistant Professor

Nanyang Technological University (ntu.edu.sg)

2017 – 2023

Postdoc

Stanford University (stanford.edu)

2014 – 2017

Postdoc

EPFL - EPF Lausanne (epfl.ch)

2013 – 2014

PhD student

EPFL - EPF Lausanne (epfl.ch)

2009 – 2013

Researcher

University of Bologna (unibo.it)

2008 – 2008

MS student

AinShams University (asu.edu.eg)

2005 – 2008

Undergrad student

AinShams University (asu.edu.eg)

2000 – 2005

Advisors, Relations & Conflicts

Postdoc Advisor

Subhasish Mitra

2014 – 2017

PhD Advisor

David Atienza

2009 – 2013

Expertise

Deep Learning Hardware

2017 – Present

Computer Architecture

2009 – Present

Publications

BLOB-Q: Boosting Low Bit ViT Quantization via Global Optimization on Model Distortion
Wang Zhe Mark, Kaixin Xu, Xue Geng, Fen Fang, Mohamed M. Sabry Aly, Xulei Yang, Min Wu, Weisi Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MABA-Net: Masked Additive Binary Activation Network
Xue Geng, Jiawei Hu, Jie Lin, Zhe Wang, Shaohua Li, Min Wu, Mohamed M. Sabry Aly
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
SonicFFT: A system architecture for ultrasonic-based FFT acceleration
Darayus Adil Patel, Viet Phuong Bui, Kevin Tshun Chuan Chai, Amit Lal, Mohamed M. Sabry Aly
- 2022 (modified: 10 Nov 2022)
- ASP-DAC 2022
- Readers: Everyone
Pearl: Towards Optimization of DNN-accelerators Via Closed-Form Analytical Representation
Arko Dutt, Suprojit Nandy, Mohamed M. Sabry
- 2022 (modified: 10 Nov 2022)
- ASP-DAC 2022
- Readers: Everyone
EXTENT: Enabling Approximation-Oriented Energy Efficient STT-RAM Write Circuit
Saeed Seyedfaraji, Javad Talafy Daryani, Mohamed M. Sabry Aly, Semeen Rehman
- 2022 (modified: 10 Nov 2022)
- IEEE Access 2022
- Readers: Everyone
Sub-10nm Ultra-thin ZnO Channel FET with Record-High 561 µA/µm ION at VDS 1V, High µ-84 cm2/V-s and1T-1RRAM Memory Cell Demonstration Memory Implications for Energy-Efficient Deep-Learning Computing
Umesh Chand, Mohamed M. Sabry Aly, Manohar Lal, Chen Chun-Kuei, Sonu Hooda, Shih-Hao Tsai, Zihang Fang, Hasita Veluri, Aaron Voon-Yew Thean
- 2022 (modified: 10 Nov 2022)
- VLSI Technology and Circuits 2022
- Readers: Everyone
Scalable Hardware Acceleration of Non-Maximum Suppression
Chunyun Chen, Tianyi Zhang, Zehui Yu, Adithi Raghuraman, Shwetalaxmi Udayan, Jie Lin, Mohamed M. Sabry Aly
- 2022 (modified: 10 Nov 2022)
- DATE 2022
- Readers: Everyone
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization
Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
- 2022 (modified: 10 Nov 2022)
- CoRR 2022
- Readers: Everyone
RDO-Q: Extremely Fine-Grained Channel-Wise Quantization via Rate-Distortion Optimization
Zhe Wang, Jie Lin, Xue Geng, Mohamed M. Sabry Aly, Vijay Chandrasekhar
- 2022 (modified: 10 Nov 2022)
- ECCV (12) 2022
- Readers: Everyone
EXTENT: Enabling Approximation-Oriented Energy Efficient STT-RAM Write Circuit
Saeed Seyedfaraji, Javad Talafy, Mohamed M. Sabry, Semeen Rehman
- 2022 (modified: 10 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 64 publications

Co-Authors

View all 155 co-authors