Sherief Reda

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 90

Top Venues

CoRR

DATE

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

DAC

Publications

Ahmed Agiza, Mohamed Mostagir, Sherief Reda
Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in LLMs. CoRR (2024)
Abdelrahman Hosny, Sherief Reda
torchmSAT: A GPU-Accelerated Approximation To The Maximum Satisfiability Problem. CoRR (2024)
Ahmed Agiza, Marina Neseem, Sherief Reda
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning. CoRR (2024)
Manar Abdelatty, Sherief Reda
HDLCopilot: Hardware Design Library Querying with Natural Language. CoRR (2024)
Marina Neseem, Conor McCullough, Randy Hsin, Chas Leichner, Shan Li, In Suk Chong, Andrew G. Howard, Lukasz Lew, Sherief Reda, Ville-Mikko Rautio, Daniele Moro
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks. CoRR (2024)
Abdelrahman Hosny, Sherief Reda
Automatic MILP solver configuration by learning problem similarities. Ann. Oper. Res. 339 (1-2) (2024)
Ahmed Agiza, Rajarshi Roy, Teodor-Dumitru Ene, Saad Godil, Sherief Reda, Bryan Catanzaro
GraPhSyM: Graph Physical Synthesis Model. CoRR (2023)
Jingxiao Ma, Sherief Reda
WeNet: Configurable Neural Network with Dynamic Weight-Enabling for Efficient Inference. ISLPED (2023)
Seyed Morteza Nabavinejad, Masoumeh Ebrahimi, Sherief Reda
Throughput Maximization of DNN Inference: Batching or Multi-Tenancy? CoRR (2023)
Marina Neseem, Ahmed Agiza, Sherief Reda
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning. CoRR (2023)
Manar Abdelatty, Joseph Incandela, Kangping Hu, Joseph W. Larkin, Sherief Reda, Jacob K. Rosenstein
Microscale 3-D Capacitance Tomography with a CMOS Sensor Array. BioCAS (2023)
Ahmed Agiza, Rajarshi Roy, Teodor-Dumitru Ene, Saad Godil, Sherief Reda, Bryan Catanzaro
GraPhSyM: Graph Physical Synthesis Model. ICCAD (2023)
Abdelrahman Hosny, Sherief Reda
Automatic MILP Solver Configuration By Learning Problem Similarities. CoRR (2023)
Manar Abdelatty, Joseph Incandela, Kangping Hu, Joseph W. Larkin, Sherief Reda, Jacob K. Rosenstein
Microscale 3-D Capacitance Tomography with a CMOS Sensor Array. CoRR (2023)
Marina Neseem, Ahmed Agiza, Sherief Reda
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning. CVPR Workshops (2023)
Jingxiao Ma, Sherief Reda
RUCA: RUntime Configurable Approximate Circuits with Self-Correcting Capability. ASP-DAC (2023)
Sofiane Chetoui, Rahul Shahi, Seif Abdelaziz, Abhinav Golas, Farrukh Hijaz, Sherief Reda
ARBench: Augmented Reality Benchmark For Mobile Devices. ISPASS (2022)
Abdelrahman Hosny, Sherief Reda
Characterizing and Optimizing EDA Flows for the Cloud. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Sofiane Chetoui, Michael Chen, Abhinav Golas, Farrukh Hijaz, Adel Belouchrani, Sherief Reda
Alternating Blind Identification of Power Sources for Mobile SoCs. ICPE (2022)
Sofiane Chetoui, Sherief Reda
CasCon: Cascaded Thermal and Electrical Current Throttling for Mobile Devices. IEEE Embed. Syst. Lett. 14 (1) (2022)
Zihao Yuan, Prachi Shukla, Sofiane Chetoui, Sean S. Nemtzow, Sherief Reda, Ayse K. Coskun
PACT: An Extensible Parallel Thermal Simulator for Emerging Integration and Cooling Technologies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Jingxiao Ma, Soheil Hashemi, Sherief Reda
Approximate Logic Synthesis Using Boolean Matrix Factorization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (1) (2022)
Seyed Morteza Nabavinejad, Sherief Reda, Masoumeh Ebrahimi
Coordinated Batching and DVFS for DNN Inference on GPU Accelerators. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Jingxiao Ma, Sherief Reda
RUCA: RUntime Configurable Approximate Circuits with Self-Correcting Capability. CoRR (2022)
Yiran Chen, Sherief Reda
ISLPED 2021: The 25th Anniversary! IEEE Des. Test 39 (1) (2022)
Seyed Morteza Nabavinejad, Sherief Reda
BayesTuner: Leveraging Bayesian Optimization For DNN Inference Configuration Selection. IEEE Comput. Archit. Lett. 20 (2) (2021)
Abdelrahman Hosny, Sherief Reda
Characterizing and Optimizing EDA Flows for the Cloud. CoRR (2021)
Sofiane Chetoui, Sherief Reda
Workload- and User-aware Battery Lifetime Management for Mobile SoCs. DATE (2021)
Abdelrahman Hosny, Marina Neseem, Sherief Reda
Sparse Bitmap Compression for Memory-Efficient Training on the Edge. SEC (2021)
Sherief Reda, Leon Stok, Pierre-Emmanuel Gaillardon
Guest Editors' Introduction: The Resurgence of Open- Source EDA Technology. IEEE Des. Test 38 (2) (2021)
Marina Neseem, Sherief Reda
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. ICCAD (2021)
Abdelrahman Hosny, Sherief Reda
Characterizing and Optimizing EDA Flows for the Cloud. DATE (2021)
Marina Neseem, Sherief Reda
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. CoRR (2021)
Abdelrahman Hosny, Marina Neseem, Sherief Reda
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge. CoRR (2021)
Seyed Morteza Nabavinejad, Sherief Reda, Masoumeh Ebrahimi
BatchSizer: Power-Performance Trade-off for DNN Inference. ASP-DAC (2021)
Fulya Kaplan, Mostafa Said, Sherief Reda, Ayse K. Coskun
LoCool: Fighting Hot Spots Locally for Improving System Energy Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (4) (2020)
Reza Azimi, Chao Jing, Sherief Reda
PowerCoord: Power capping coordination for multi-CPU/GPU servers using reinforcement learning. Sustain. Comput. Informatics Syst. 28 (2020)
Ilaria Scarabottolo, Giovanni Ansaloni, George A. Constantinides, Laura Pozzi, Sherief Reda
Approximate Logic Synthesis: A Survey. Proc. IEEE 108 (12) (2020)
Abdelrahman Hosny, Soheil Hashemi, Mohamed Shalan, Sherief Reda
DRiLLS: Deep Reinforcement Learning for Logic Synthesis. ASP-DAC (2020)
Seyed Morteza Nabavinejad, Lena Mashayekhy, Sherief Reda
ApproxDNN: Incentivizing DNN Approximation in Cloud. CCGRID (2020)
Krishna Rajan, Soheil Hashemi, Ulya R. Karpuzcu, Michael C. Doggett, Sherief Reda
Dual-precision fixed-point arithmetic for low-power ray-triangle intersections. Comput. Graph. 87 (2020)
Hokchhay Tann, Heng Zhao, Sherief Reda
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks. ACM J. Emerg. Technol. Comput. Syst. 16 (1) (2020)
Marina Neseem, Jon Nelson, Sherief Reda
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices. DAC (2020)
Shanshan Dai, Caleb R. Tulloss, Xiaoyu Lian, Kangping Hu, Sherief Reda, Jacob K. Rosenstein
Temperature and Supply Voltage Monitoring with Current-mode Relaxation Oscillators. VLSI-SOC (2020)
Zihao Yuan, Geoffrey Vaartstra, Prachi Shukla, Zhengmao Lu, Evelyn Wang, Sherief Reda, Ayse K. Coskun
A Learning-Based Thermal Simulation Framework for Emerging Two-Phase Cooling Technologies. DATE (2020)
Sofiane Chetoui, Sherief Reda
Coordinated Self-Tuning Thermal Management Controller for Mobile Devices. IEEE Des. Test 37 (5) (2020)
Xiaoyu Lian, Sherief Reda, Jacob K. Rosenstein
Simultaneous Estimation of Temperature and Voltage from Digital Delay Diversity. VLSI-SOC (2020)
Shanshan Dai, Caleb R. Tulloss, Xiaoyu Lian, Kangping Hu, Sherief Reda, Jacob K. Rosenstein
Low Power Current-Mode Relaxation Oscillators for Temperature and Supply Voltage Monitoring. VLSI-SoC (Selected Papers) (2020)
Sherief Reda
Overview of the OpenROAD Digital Design Flow from RTL to GDS. VLSI-DAT (2020)
Marina Neseem, Jon Nelson, Sherief Reda
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices. CoRR (2020)
Zihao Yuan, Geoffrey Vaartstra, Prachi Shukla, Sherief Reda, Evelyn Wang, Ayse K. Coskun
Modeling and Optimization of Chip Cooling with Two-Phase Vapor Chambers. ISLPED (2019)
Abdelrahman Hosny, Soheil Hashemi, Mohamed Shalan, Sherief Reda
DRiLLS: Deep Reinforcement Learning for Logic Synthesis. CoRR (2019)
Seyed Morteza Nabavinejad, Hassan Hafez-Kolahi, Sherief Reda
Coordinated DVFS and Precision Control for Deep Neural Networks. IEEE Comput. Archit. Lett. 18 (2) (2019)
Kumud Nepal, Soheil Hashemi, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Automated High-Level Generation of Low-Power Approximate Computing Circuits. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Jacob K. Rosenstein, Christopher Rose, Sherief Reda, Peter M. Weber, Eunsuk Kim, Jason Sello, Joseph Geiser, Eamonn Kennedy, Christopher E. Arcadia, Amanda Dombroski, Kady Oakley, Shui Ling Chen, Hokchhay Tann, Brenda M. Rubenstein
Principles of Information Storage in Small-Molecule Mixtures. CoRR (2019)
Hokchhay Tann, Heng Zhao, Sherief Reda
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks. CoRR (2019)
Soheil Hashemi, Sherief Reda
Generalized Matrix Factorization Techniques for Approximate Logic Synthesis. DATE (2019)
Tutu Ajayi, Vidya A. Chhabria, Mateus Fogaça, Soheil Hashemi, Abdelrahman Hosny, Andrew B. Kahng, Minsoo Kim, Jeongsup Lee, Uday Mallappa, Marina Neseem, Geraldo Pradipta, Sherief Reda, Mehdi Saligane, Sachin S. Sapatnekar, Carl Sechen, Mohamed Shalan, William Swartz, Lutong Wang, Zhehong Wang, Mingyu Woo, Bangqi Xu
Toward an Open-Source Digital Flow: First Learnings from the OpenROAD Project. DAC (2019)
Reza Azimi, Chao Jing, Sherief Reda
PowerCoord: A Coordinated Power Capping Controller for Multi-CPU/GPU Servers. IGSC (2018)
Christopher E. Arcadia, Hokchhay Tann, Amanda Dombroski, Kady Ferguson, Shui Ling Chen, Eunsuk Kim, Christopher Rose, Brenda M. Rubenstein, Sherief Reda, Jacob K. Rosenstein
Parallelized Linear Classification with Volumetric Chemical Perceptrons. ICRC (2018)
Mostafa Said, Sofiane Chetoui, Adel Belouchrani, Sherief Reda
Understanding the Sources of Power Consumption in Mobile SoCs. IGSC (2018)
Soheil Hashemi, Hokchhay Tann, Francesco Buttafuoco, Sherief Reda
Approximate computing for biometrie security systems: A case study on iris scanning. DATE (2018)
Hokchhay Tann, Soheil Hashemi, Sherief Reda
Flexible Deep Neural Network Processing. CoRR (2018)
Soheil Hashemi, Hokchhay Tann, Sherief Reda
BLASYS: approximate logic synthesis using boolean matrix factorization. DAC (2018)
Christopher E. Arcadia, Hokchhay Tann, Amanda Dombroski, Kady Ferguson, Shui Ling Chen, Eunsuk Kim, Christopher Rose, Brenda M. Rubenstein, Sherief Reda, Jacob K. Rosenstein
Parallelized Linear Classification with Volumetric Chemical Perceptrons. CoRR (2018)
Christopher Rose, Sherief Reda, Brenda M. Rubenstein, Jacob K. Rosenstein
Computing with Chemicals: Perceptrons Using Mixtures of Small Molecules. ISIT (2018)
Soheil Hashemi, Hokchhay Tann, Sherief Reda
BLASYS: Approximate Logic Synthesis Using Boolean Matrix Factorization. CoRR (2018)
Kapil Dev, Indrani Paul, Wei Huang, Yasuko Eckert, Wayne P. Burleson, Sherief Reda
Implications of Integrated CPU-GPU Processors on Thermal and Power Management Techniques. CoRR (2018)
Reza Azimi, Tyler Fox, Wendy Gonzalez, Sherief Reda
Scale-Out vs Scale-Up: A Study of ARM-based SoCs on Server-Class Workloads. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (4) (2018)
Seyed Morteza Nabavinejad, Xin Zhan, Reza Azimi, Maziar Goudarzi, Sherief Reda
QoR-aware power capping for approximate big data processing. DATE (2018)
Reza Azimi, Tyler Fox, Sherief Reda
Understanding the Role of GPGPU-Accelerated SoC-Based ARM Clusters. CLUSTER (2017)
Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Understanding the impact of precision quantization on the accuracy and energy of neural networks. DATE (2017)
Kapil Dev, Xin Zhan, Sherief Reda
Scheduling on CPU + GPU Processors Under Dynamic Conditions. J. Low Power Electron. 13 (4) (2017)
Mohamed Shalan, Sherief Reda
CloudV: A cloud-based educational digital design environment. MSE (2017)
Sherief Reda, Adel Belouchrani
Blind identification of power sources in processors. DATE (2017)
Reza Azimi, Masoud Badiei, Xin Zhan, Na Li, Sherief Reda
Fast Decentralized Power Capping for Server Clusters. HPCA (2017)
Samuel Steffl, Sherief Reda
LACore: A Supercomputing-Like Linear Algebra Accelerator for SoC-Based Designs. ICCD (2017)
Xin Zhan, Reza Azimi, Svilen Kanev, David M. Brooks, Sherief Reda
CARB: A C-State Power Management Arbiter for Latency-Critical Workloads. IEEE Comput. Archit. Lett. 16 (1) (2017)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. DAC (2017)
Hokchhay Tann, Soheil Hashemi, Iris Bahar, Sherief Reda
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. CoRR (2017)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Runtime Configurable Deep Neural Networks for Energy-Accuracy Trade-off. CoRR (2016)
Xin Zhan, Mohammed Shoaib, Sherief Reda
Creating Soft Heterogeneity in Clusters Through Firmware Re-configuration. CCGrid (2016)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Runtime configurable deep neural networks for energy-accuracy trade-off. CODES+ISSS (2016)
Kapil Dev, Xin Zhan, Sherief Reda
Power-aware characterization and mapping of workloads on CPU-GPU processors. IISWC (2016)
Onur Ulusel, Christopher B. Picardo, Christopher B. Harris, Sherief Reda, R. Iris Bahar
Hardware acceleration of feature detection and description algorithms on low-power embedded platforms. FPL (2016)
Kapil Dev, Sherief Reda
Scheduling Challenges and Opportunities in Integrated CPU+GPU Processors. ESTIMedia (2016)
Masoud Badiei, Xin Zhan, Reza Azimi, Sherief Reda, Na Li
DiBA: Distributed Power Budget Allocation for Large-Scale Computing Clusters. CCGrid (2016)
Kapil Dev, Sherief Reda, Indrani Paul, Wei Huang, Wayne P. Burleson
Workload-Aware Power Gating Design and Run-Time Management for Massively Parallel GPGPUs. ISVLSI (2016)
Soheil Hashemi, R. Iris Bahar, Sherief Reda
A low-power dynamic divider for approximate applications. DAC (2016)
Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks. CoRR (2016)
Xin Zhan, Sherief Reda
Power Budgeting Techniques for Data Centers. IEEE Trans. Computers 64 (8) (2015)
Soheil Hashemi, R. Iris Bahar, Sherief Reda
DRUM: A Dynamic Range Unbiased Multiplier for Approximate Applications. ICCAD (2015)
Reza Azimi, Xin Zhan, Sherief Reda
How Good Are Low-Power 64-Bit SoCs for Server-Class Workloads? IISWC (2015)
Sriram Jayakumar, Sherief Reda
Making sense of thermoelectrics for processor thermal management and energy harvesting. ISLPED (2015)
Kumud Nepal, Yueting Li, R. Iris Bahar, Sherief Reda
ABACUS: A technique for automated behavioral synthesis of approximate computing circuits. DATE (2014)
Abdullah Nazma Nowroz, Kangqiao Hu, Farinaz Koushanfar, Sherief Reda
Novel Techniques for High-Sensitivity Hardware Trojan Detection Using Thermal and Power Maps. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33 (12) (2014)
Onur Ulusel, Kumud Nepal, R. Iris Bahar, Sherief Reda
Fast Design Exploration for Performance, Power and Accuracy Tradeoffs in FPGA-Based Accelerators. ACM Trans. Reconfigurable Technol. Syst. 7 (1) (2014)
Reza Azimi, Xin Zhan, Sherief Reda
Thermal-aware layout planning for heterogeneous datacenters. ISLPED (2014)
Kapil Dev, Gary L. Woods, Sherief Reda
High-throughput TSV testing and characterization for 3D integration using thermal mapping. DAC (2013)
Sherief Reda, Abdullah Nazma Nowroz, Ryan Cochran, Stefan Angelevski
Post-silicon power mapping techniques for integrated circuits. Integr. 46 (1) (2013)

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Publication Activity (10 Years)

Top Topics

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Sherief Reda