H Ekin Sumbul

Researcher, Facebook

Joined

August 2022

Names

H Ekin Sumbul (Preferred)

,

Huseyin Ekin Sumbul

,

Huseyin E Sumbul

,

Huseyin Sumbul

,

Ekin Sumbul

Emails

****@fb.com (Confirmed)

,

****@gmail.com (Confirmed)

,

****@meta.com (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (meta.com)

2020 – Present

Researcher

Intel (intel.com)

2015 – 2020

PhD student

Carnegie Mellon University (cmu.edu)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

2010 – 2015

Expertise

Deep Learning

2015 – Present

VLSI

2010 – Present

Publications

CATransformers: Carbon Aware Transformers Through Joint Model-Hardware Optimization
Irene Wang, Mostafa Elhoushi, H Ekin Sumbul, Samuel Hsia, Daniel Jiang, Newsha Ardalani, Divya Mahajan, Carole-Jean Wu, Bilge Acun
- NeurIPS 2025 poster
- Readers: Everyone
A Fully Digital and Row-Pipelined Compute-in-Memory Neural Network Accelerator With System-on-Chip-Level Benchmarking for Augmented/Virtual Reality Applications
Huseyin Ekin Sumbul, Jae-sun Seo, Daniel H. Morris, Edith Beigné
- IEEE Micro 2024
- Readers: Everyone
Characterization and Design of 3D-Stacked Memory for Image Signal Processing on AR/VR Devices
Lita Yang, Changjung Kao, Sriseshan Srikanth, Huseyin Ekin Sumbul, Tony F. Wu, Huichu Liu, Edith Beigné
- MEMSYS 2024
- Readers: Everyone
11.2 A 3D integrated Prototype System-on-Chip for Augmented Reality Applications Using Face-to-Face Wafer Bonded 7nm Logic at <2μm Pitch with up to 40% Energy Reduction at Iso-Area Footprint
Tony F. Wu, Huichu Liu, Huseyin Ekin Sumbul, Lita Yang, Dipti Baheti, Jeremy Coriell, William Koven, Anu Krishnan, Mohit Mittal, Matheus Trevisan Moreira, Max Waugaman, Laurent Ye, Edith Beigné
- ISSCC 2024
- Readers: Everyone
A QDI Interconnect for 3D Systems Using Industry Standard EDA and Cell Libraries
Matheus Trevisan Moreira, William Koven, Tony F. Wu, Huseyin Ekin Sumbul, Edith Beigné
- ASYNC 2023
- Readers: Everyone
Co-Optimization of SRAM Circuits with Sequential Access Patterns in a 7nm SoC Achieving 58% Memory Energy Reduction for AR Applications
Daniel H. Morris, Huichu Liu, Tony F. Wu, Huseyin Ekin Sumbul, Elnaz Ansari, Alexandre Barachant, Jonathan Reid, Edith Beigné
- VLSI Technology and Circuits 2022
- Readers: Everyone
DRESS: Dynamic REal-time Sparse Subnets
Zhongnan Qu, Syed Shakib Sarwar, Xin Dong, Yuecheng Li, Huseyin Ekin Sumbul, Barbara De Salvo
- CoRR 2022
- Readers: Everyone
A Uniform Latency Model for DNN Accelerators with Diverse Architectures and Dataflows
Linyan Mei, Huichu Liu, Tony F. Wu, Huseyin Ekin Sumbul, Marian Verhelst, Edith Beigné
- DATE 2022
- Readers: Everyone
Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks
Dominika Przewlocka-Rus, Syed Shakib Sarwar, Huseyin Ekin Sumbul, Yuecheng Li, Barbara De Salvo
- CoRR 2022
- Readers: Everyone
System-Level Design and Integration of a Prototype AR/VR Hardware Featuring a Custom Low-Power DNN Accelerator Chip in 7nm Technology for Codec Avatars
Huseyin Ekin Sumbul, Tony F. Wu, Yuecheng Li, Syed Shakib Sarwar, William Koven, Eli Murphy-Trotzky, Xingxing Cai, Elnaz Ansari, Daniel H. Morris, Huichu Liu, Doyun Kim, Edith Beigné
- CICC 2022
- Readers: Everyone

View all 27 publications

Co-Authors

View all 84 co-authors