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G

George A. Constantinides

imperial college london

38H-index
544Paper Count
6.2KCitation Count
Published Papers 40
Publication Date
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Approximate Logic Synthesis Via Iterative SMT-Based Subcircuit Rewriting
errIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF2.9
err2025-12-01
err0
PREAI
errMorteza Rezaalipour; Marco Biasion; Francesco Costa; Cristian Tirelli; Lorenzo Ferretti; Rodrigo Otoni; George A. Constantinides; Laura Pozzi
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errSave
Bit-Serial Acceleration of LLM Inference With Mixture-of-Datatype Quantization
errIEEE Transactions on Computers
IF3.8
err2025-11-05
err0
PREAI
errYuzong Chen; Chi-Chih Chang; Xilai Dai; Ahmed F. AbouElhamayed; Marta Andronic; George A. Constantinides; Mohamed S. Abdelfattah
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errSave
PolyLUT: Ultra-Low Latency Polynomial Inference With Hardware-Aware Structured Pruning
errIEEE Transactions on Computers
IF3.8
err2025-09-01
err0
PREAI
errMarta Andronic; Jiawen Li; George A. Constantinides
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errSave
Balancing Static Islands in Dynamically Scheduled Circuits Using Continuous Petri Nets
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-11-01
err3
errOAAI
errCheng, Jianyi; Fraca, Estibaliz; Wickerson, John; Constantinides, George A.
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Parallelising Control Flow in Dynamic-scheduling High-level Synthesis
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2023-09-01
err1
errOAAI
errCheng, Jianyi; Josipovic, Lana; Wickerson, John; Constantinides, George A.
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errSave
Logic Shrinkage: Learned Connectivity Sparsification for LUT-Based Neural Networks
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2023-09-01
err0
PREAI
errWang, Erwei; Auffret, Marie; Stavrou, Georgios-Ilias; Cheung, Peter Y. K.; Constantinides, George A.; Abdelfattah, Mohamed S.; Davis, James J.
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errSave
Horizon-Independent Preconditioner Design for Linear Predictive Control
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-01-01
err1
errOAAI
errMcInerney, Ian; Kerrigan, Eric C.; Constantinides, George A.
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errSave
Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks
errADVANCED SCIENCE
IF14.1
err2022-05-04
err18
errOAAI
errJoksas, Dovydas; Wang, Erwei; Barmpatsalos, Nikolaos; Ng, Wing H.; Kenyon, Anthony J.; Constantinides, George A.; Mehonic, Adnan
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errSave
Efficient Memory Arbitration in High-Level Synthesis From Multi-Threaded Code
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2022-04-01
err4
errOAAI
errCheng, Jianyi; Fleming, Shane T.; Chen, Yu Ting; Anderson, Jason; Wickerson, John; Constantinides, George A.
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errSave
Digit Stability Inference for Iterative Methods Using Redundant Number Representation
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2021-07-01
err1
errOAAI
errLi, He; McInerney, Ian; Davis, James J.; Constantinides, George A.
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errSave
Approximate Logic Synthesis: A Survey
errPROCEEDINGS OF THE IEEE
IF25.9
err2020-12-01
err53
errOAAI
errScarabottolo, Ilaria; Ansaloni, Giovanni; Constantinides, George A.; Pozzi, Laura; Reda, Sherief
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errSave
LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2020-12-01
err34
errOAAI
errWang, Erwei; Davis, James J.; Cheung, Peter Y. K.; Constantinides, George A.
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errSave
Rethinking arithmetic for deep neural networks
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2020-01-20
err1
errOAAI
errConstantinides, G. A.
errShare
errSave
Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going
errACM COMPUTING SURVEYS
IF28
err2019-05-30
err130
errOAAI
errWang, Erwei; Davis, James J.; Zhao, Ruizhe; Ng, Ho-Cheung; Niu, Xinyu; Luk, Wayne; Cheung, Peter Y. K.; Constantinides, George A.
errShare
errSave
Nonlinear predictive control on a heterogeneous computing platform
errCONTROL ENGINEERING PRACTICE
IF4.6
err2018-09-01
err4
errOAAI
errKhusainov, Bulat; Kerrigan, Eric; Suardi, Andrea; Constantinides, George
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errSave
Scheduling Weakly Consistent C Concurrency for Reconfigurable Hardware
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2018-07-01
err3
errOAAI
errRamanathan, Nadesh; Wickerson, John; Constantinides, George A.
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errSave
KAPow: High-Accuracy, Low-Overhead Online Per-Module Power Estimation for FPGA Designs
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2018-01-09
err12
errOAAI
errDavis, James J.; Hung, Eddie; Levine, Joshua M.; Stott, Edward A.; Cheung, Peter Y. K.; Constantinides, George A.
errShare
errSave
Explicit MPC: Hard constraint satisfaction under low precision arithmetic
errCONTROL ENGINEERING PRACTICE
IF4.6
err2016-02-01
err12
errOAAI
errSuardi, Andrea; Longo, Stefano; Kerrigan, Eric C.; Constantinides, George A.
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errSave
Separation Logic for High-Level Synthesis
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2015-12-17
err6
errOAAI
errWinterstein, Felix J.; Bayliss, Samuel R.; Constantinides, George A.
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errSave
Imprecise Datapath Design: An Overclocking Approach
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2015-03-17
err1
PREAI
errShi, Kan; Boland, David; Constantinides, George A.
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errSave

Research Directions

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