Ali Shafiee

According to our database, Ali Shafiee authored at least 33 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators.

Payman Behnam, Uday Kamal, Ali Shafiee, Alexey Tumanov, Saibal Mukhopadhyay

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2022

Algorithm/architecture solutions to improve beyond uniform quantization in embedded DNN accelerators.

Ardavan Pedram, Ali Shafiee Ardestani, Ling Li, Hamzah Abdel-Aziz, Jun Fang, Joseph Hassoun

J. Syst. Archit., 2022

MaiT: Leverage Attention Masks for More Efficient Image Transformers.

Ling Li, Ali Shafiee Ardestani, Joseph Hassoun

CoRR, 2022

Griffin: Rethinking Sparse Optimization for Deep Learning Architectures.

Jong Hoon Shin, Ali Shafiee, Ardavan Pedram, Hamzah Abdel-Aziz, Ling Li, Joseph Hassoun

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

Design Space Exploration of Sparse Accelerators for Deep Neural Networks.

Jong Hoon Shin, Ali Shafiee, Ardavan Pedram, Hamzah Abdel-Aziz, Ling Li, Joseph Hassoun

CoRR, 2021

Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators.

Hamzah Abdel-Aziz, Ali Shafiee, Jong Hoon Shin, Ardavan Pedram, Joseph Hassoun

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator.

Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC.

Jun-Woo Jang, Sehwan Lee, Dongyoung Kim, Hyunsun Park, Ali Shafiee Ardestani, Yeongjae Choi, Channoh Kim, Yoojin Kim, Hyeongseok Yu, Hamzah Abdel-Aziz, Jun-Seok Park, Heonsoo Lee, Dongwoo Lee, Myeong Woo Kim, Hanwoong Jung, Heewoo Nam, Dongguen Lim, Seungwon Lee, Joon-Ho Song, Suknam Kwon, Joseph Hassoun, Sukhwan Lim, Changkyu Choi

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators.

Geng Yuan, Payman Behnam, Yuxuan Cai, Ali Shafiee, Jingyan Fu, Zhiheng Liao, Zhengang Li, Xiaolong Ma, Jieren Deng, Jinhui Wang, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation.

Jun Fang, Ali Shafiee, Hamzah Abdel-Aziz, David Thorsley, Georgios Georgiadis, Joseph Hassoun

CoRR, 2020

Post-training Piecewise Linear Quantization for Deep Neural Networks.

Jun Fang, Ali Shafiee, Hamzah Abdel-Aziz, David Thorsley, Georgios Georgiadis, Joseph Hassoun

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

ρ: Relaxed Hierarchical ORAM.

Chandrasekhar Nagarajan, Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Design and Optimization of Hardware Accelerators for Deep Learning.

Ali Shafiee Ardestani

PhD thesis, 2018

Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration.

Anirban Nag, Rajeev Balasubramonian, Vivek Srikumar, Ross Walker, Ali Shafiee, John Paul Strachan, Naveen Muralimanohar

IEEE Micro, 2018

Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration.

Anirban Nag, Ali Shafiee, Rajeev Balasubramonian, Vivek Srikumar, Naveen Muralimanohar

CoRR, 2018

An MLP-aware leakage-free memory controller.

Andrew Vuong, Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian

Proceedings of the 7th International Workshop on Hardware and Architectural Support for Security and Privacy, 2018

Secure DIMM: Moving ORAM Primitives Closer to Memory.

Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari, Feifei Li

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

VAULT: Reducing Paging Overheads in SGX with Efficient Integrity Verification Structures.

Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian

Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018

2017

CACTI 7: New Tools for Interconnect Exploration in Innovative Off-Chip Memories.

Rajeev Balasubramonian, Andrew B. Kahng, Naveen Muralimanohar, Ali Shafiee, Vaishnav Srinivas

ACM Trans. Archit. Code Optim., 2017

INXS: Bridging the throughput and energy gap for spiking neural networks.

Surya Narayanan, Ali Shafiee, Rajeev Balasubramonian

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

A Method to Improve Adaptivity of Odd-Even Routing Algorithm in Mesh NoCs.

Mohammad Sadrosadati, Ramin Bashizade, Shahin Roozkhosh, Ali Shafiee, Hamid Sarbazi-Azad

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars.

Ali Shafiee, Anirban Nag, Naveen Muralimanohar, Rajeev Balasubramonian, John Paul Strachan, Miao Hu, R. Stanley Williams, Vivek Srikumar

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Understanding and alleviating intra-die and intra-DIMM parameter variation in the memory system.

Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

Enabling technologies for memory compression: Metadata, mapping, and prediction.

Arjun Deb, Paolo Faraboschi, Ali Shafiee, Naveen Muralimanohar, Rajeev Balasubramonian, Robert Schreiber

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

2015

Avoiding information leakage in the memory controller with fixed service policies.

Ali Shafiee, Akhila Gundu, Manjunath Shevgoor, Rajeev Balasubramonian, Mohit Tiwari

Proceedings of the 48th International Symposium on Microarchitecture, 2015

2014

Memory bandwidth reservation in the cloud to avoid information leakage in the memory controller.

Akhila Gundu, Gita Sreekumar, Ali Shafiee, Seth H. Pugsley, Hardik B. Jain, Rajeev Balasubramonian, Mohit Tiwari

Proceedings of the HASP 2014, 2014

MemZip: Exploring unconventional benefits from memory compression.

Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian, Al Davis

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

2012

Heterogeneous Interconnect for Low-Power Snoop-Based Chip Multiprocessors.

Narges Shahidi, Ali Shafiee, Amirali Baniasadi

J. Low Power Electron., 2012

AFRA: A low cost high performance reliable routing for 3D mesh NoCs.

Sara Akbari, Ali Shafiee, Mahmood Fathy, Reza Berangi

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011

A morphable phase change memory architecture considering frequent zero values.

Mohammad Arjomand, Amin Jadidi, Ali Shafiee, Hamid Sarbazi-Azad

Proceedings of the IEEE 29th International Conference on Computer Design, 2011

Application-aware deadlock-free oblivious routing based on extended turn-model.

Ali Shafiee, Mahdy Zolghadr, Mohammad Arjomand, Hamid Sarbazi-Azad

Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

2010

Using Partial Tag Comparison in Low-Power Snoop-Based Chip Multiprocessors.

Ali Shafiee, Narges Shahidi, Amirali Baniasadi

Proceedings of the Computer Architecture, 2010

Helia: Heterogeneous Interconnect for Low Resolution Cache Access in snoop-based chip multiprocessors.

Ali Shafiee, Narges Shahidi, Amirali Baniasadi

Proceedings of the 28th International Conference on Computer Design, 2010