Ali Shafiee

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Memory Bandwidth

Piecewise Linear

Top Venues

Publications

Payman Behnam, Uday Kamal, Ali Shafiee, Alexey Tumanov, Saibal Mukhopadhyay
Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators. IPDPS (2024)
Jong Hoon Shin, Ali Shafiee, Ardavan Pedram, Hamzah Abdel-Aziz, Ling Li, Joseph Hassoun
Griffin: Rethinking Sparse Optimization for Deep Learning Architectures. HPCA (2022)
Hamzah Abdel-Aziz, Ali Shafiee, Jong Hoon Shin, Ardavan Pedram, Joseph Hassoun
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators. MLSys (2021)
Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. CoRR (2021)
Jong Hoon Shin, Ali Shafiee, Ardavan Pedram, Hamzah Abdel-Aziz, Ling Li, Joseph Hassoun
Design Space Exploration of Sparse Accelerators for Deep Neural Networks. CoRR (2021)
Hamzah Abdel-Aziz, Ali Shafiee, Jong Hoon Shin, Ardavan Pedram, Joseph H. Hassoun
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators. CoRR (2021)
Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. ISCA (2021)
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
TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators. DATE (2021)
Jun Fang, Ali Shafiee, Hamzah Abdel-Aziz, David Thorsley, Georgios Georgiadis, Joseph Hassoun
Post-training Piecewise Linear Quantization for Deep Neural Networks. ECCV (2) (2020)
Jun Fang, Ali Shafiee, Hamzah Abdel-Aziz, David Thorsley, Georgios Georgiadis, Joseph Hassoun
Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation. CoRR (2020)
Chandrasekhar Nagarajan, Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari
ρ: Relaxed Hierarchical ORAM. ASPLOS (2019)
Andrew Vuong, Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian
An MLP-aware leakage-free memory controller. HASP@ISCA (2018)
Anirban Nag, Rajeev Balasubramonian, Vivek Srikumar, Ross Walker, Ali Shafiee, John Paul Strachan, Naveen Muralimanohar
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration. IEEE Micro 38 (5) (2018)
Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari, Feifei Li
Secure DIMM: Moving ORAM Primitives Closer to Memory. HPCA (2018)
Anirban Nag, Ali Shafiee, Rajeev Balasubramonian, Vivek Srikumar, Naveen Muralimanohar
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration. CoRR (2018)
Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian
VAULT: Reducing Paging Overheads in SGX with Efficient Integrity Verification Structures. ASPLOS (2018)
Rajeev Balasubramonian, Andrew B. Kahng, Naveen Muralimanohar, Ali Shafiee, Vaishnav Srinivas
CACTI 7: New Tools for Interconnect Exploration in Innovative Off-Chip Memories. ACM Trans. Archit. Code Optim. 14 (2) (2017)
Surya Narayanan, Ali Shafiee, Rajeev Balasubramonian
INXS: Bridging the throughput and energy gap for spiking neural networks. IJCNN (2017)
Ali Shafiee, Anirban Nag, Naveen Muralimanohar, Rajeev Balasubramonian, John Paul Strachan, Miao Hu, R. Stanley Williams, Vivek Srikumar
ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars. ISCA (2016)
Arjun Deb, Paolo Faraboschi, Ali Shafiee, Naveen Muralimanohar, Rajeev Balasubramonian, Robert Schreiber
Enabling technologies for memory compression: Metadata, mapping, and prediction. ICCD (2016)
Mohammad Sadrosadati, Ramin Bashizade, Shahin Roozkhosh, Ali Shafiee, Hamid Sarbazi-Azad
A Method to Improve Adaptivity of Odd-Even Routing Algorithm in Mesh NoCs. PDP (2016)
Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian
Understanding and alleviating intra-die and intra-DIMM parameter variation in the memory system. ICCD (2016)
Ali Shafiee, Akhila Gundu, Manjunath Shevgoor, Rajeev Balasubramonian, Mohit Tiwari
Avoiding information leakage in the memory controller with fixed service policies. MICRO (2015)
Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian, Al Davis
MemZip: Exploring unconventional benefits from memory compression. HPCA (2014)
Akhila Gundu, Gita Sreekumar, Ali Shafiee, Seth H. Pugsley, Hardik B. Jain, Rajeev Balasubramonian, Mohit Tiwari
Memory bandwidth reservation in the cloud to avoid information leakage in the memory controller. HASP@ISCA (2014)
Sara Akbari, Ali Shafiee, Mahmood Fathy, Reza Berangi
AFRA: A low cost high performance reliable routing for 3D mesh NoCs. DATE (2012)
Narges Shahidi, Ali Shafiee, Amirali Baniasadi
Heterogeneous Interconnect for Low-Power Snoop-Based Chip Multiprocessors. J. Low Power Electron. 8 (5) (2012)
Ali Shafiee, Mahdy Zolghadr, Mohammad Arjomand, Hamid Sarbazi-Azad
Application-aware deadlock-free oblivious routing based on extended turn-model. ICCAD (2011)
Mohammad Arjomand, Amin Jadidi, Ali Shafiee, Hamid Sarbazi-Azad
A morphable phase change memory architecture considering frequent zero values. ICCD (2011)
Ali Shafiee, Narges Shahidi, Amirali Baniasadi
Helia: Heterogeneous Interconnect for Low Resolution Cache Access in snoop-based chip multiprocessors. ICCD (2010)
Ali Shafiee, Narges Shahidi, Amirali Baniasadi
Using Partial Tag Comparison in Low-Power Snoop-Based Chip Multiprocessors. ISCA Workshops (2010)