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Ali Shafiee
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2020 – today
- 2024
- [c24]Payman Behnam, Uday Kamal, Ali Shafiee, Alexey Tumanov, Saibal Mukhopadhyay:
Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators. IPDPS 2024: 619-630 - 2022
- [j4]Ardavan Pedram
, Ali Shafiee Ardestani, Ling Li, Hamzah Abdel-Aziz, Jun Fang, Joseph Hassoun:
Algorithm/architecture solutions to improve beyond uniform quantization in embedded DNN accelerators. J. Syst. Archit. 126: 102454 (2022) - [c23]Jong Hoon Shin, Ali Shafiee, Ardavan Pedram, Hamzah Abdel-Aziz, Ling Li, Joseph Hassoun:
Griffin: Rethinking Sparse Optimization for Deep Learning Architectures. HPCA 2022: 861-875 - [i6]Ling Li, Ali Shafiee Ardestani, Joseph Hassoun:
MaiT: Leverage Attention Masks for More Efficient Image Transformers. CoRR abs/2207.03006 (2022) - 2021
- [c22]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: 926-931 - [c21]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
Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC. ISCA 2021: 15-28 - [c20]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: 265-278 - [c19]Hamzah Abdel-Aziz, Ali Shafiee, Jong Hoon Shin, Ardavan Pedram, Joseph Hassoun:
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators. MLSys 2021 - [i5]Hamzah Abdel-Aziz, Ali Shafiee, Jong Hoon Shin, Ardavan Pedram, Joseph H. Hassoun:
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators. CoRR abs/2101.11748 (2021) - [i4]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 abs/2106.09144 (2021) - [i3]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 abs/2107.12922 (2021) - 2020
- [c18]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: 69-86 - [i2]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 abs/2002.00104 (2020)
2010 – 2019
- 2019
- [c17]Chandrasekhar Nagarajan, Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari
ρ: Relaxed Hierarchical ORAM. ASPLOS 2019: 659-671 - 2018
- [b1]Ali Shafiee Ardestani:
Design and Optimization of Hardware Accelerators for Deep Learning. University of Utah, USA, 2018 - [j3]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): 41-49 (2018) - [c16]Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian:
VAULT: Reducing Paging Overheads in SGX with Efficient Integrity Verification Structures. ASPLOS 2018: 665-678 - [c15]Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari
Secure DIMM: Moving ORAM Primitives Closer to Memory. HPCA 2018: 428-440 - [c14]Andrew Vuong, Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian:
An MLP-aware leakage-free memory controller. HASP@ISCA 2018: 4:1-4:7 - [i1]Anirban Nag, Ali Shafiee, Rajeev Balasubramonian, Vivek Srikumar, Naveen Muralimanohar:
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration. CoRR abs/1803.06913 (2018) - 2017
- [j2]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): 14:1-14:25 (2017) - [c13]Surya Narayanan, Ali Shafiee, Rajeev Balasubramonian:
INXS: Bridging the throughput and energy gap for spiking neural networks. IJCNN 2017: 2451-2459 - 2016
- [c12]Arjun Deb, Paolo Faraboschi
Enabling technologies for memory compression: Metadata, mapping, and prediction. ICCD 2016: 17-24 - [c11]Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian:
Understanding and alleviating intra-die and intra-DIMM parameter variation in the memory system. ICCD 2016: 217-224 - [c10]Ali Shafiee, Anirban Nag, Naveen Muralimanohar, Rajeev Balasubramonian, John Paul Strachan, Miao Hu, R. Stanley Williams
ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars. ISCA 2016: 14-26 - [c9]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: 755-758 - 2015
- [c8]Ali Shafiee, Akhila Gundu, Manjunath Shevgoor, Rajeev Balasubramonian, Mohit Tiwari
Avoiding information leakage in the memory controller with fixed service policies. MICRO 2015: 89-101 - 2014
- [c7]Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian, Al Davis:
MemZip: Exploring unconventional benefits from memory compression. HPCA 2014: 638-649 - [c6]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: 11:1-11:5 - 2012
- [j1]Narges Shahidi, Ali Shafiee, Amirali Baniasadi:
Heterogeneous Interconnect for Low-Power Snoop-Based Chip Multiprocessors. J. Low Power Electron. 8(5): 624-635 (2012) - [c5]Sara Akbari, Ali Shafiee, Mahmood Fathy, Reza Berangi:
AFRA: A low cost high performance reliable routing for 3D mesh NoCs. DATE 2012: 332-337 - 2011
- [c4]Ali Shafiee, Mahdy Zolghadr, Mohammad Arjomand, Hamid Sarbazi-Azad:
Application-aware deadlock-free oblivious routing based on extended turn-model. ICCAD 2011: 213-218 - [c3]Mohammad Arjomand, Amin Jadidi, Ali Shafiee, Hamid Sarbazi-Azad:
A morphable phase change memory architecture considering frequent zero values. ICCD 2011: 373-380 - 2010
- [c2]Ali Shafiee, Narges Shahidi, Amirali Baniasadi:
Helia: Heterogeneous Interconnect for Low Resolution Cache Access in snoop-based chip multiprocessors. ICCD 2010: 84-91 - [c1]Ali Shafiee, Narges Shahidi, Amirali Baniasadi:
Using Partial Tag Comparison in Low-Power Snoop-Based Chip Multiprocessors. ISCA Workshops 2010: 211-221
Coauthor Index
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last updated on 2024-07-18 21:56 CEST by the dblp team
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