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George Anthony Constantinides
Full Professor, Electrical and Electronic Engineering, Imperial College London
Joined
November 2019
Names
George Anthony Constantinides
(Preferred)
,
George A. Constantinides
Emails
****@imperial.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
Electrical and Electronic Engineering,
Imperial College London
(imperial.ac.uk)
2013
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Peter YK Cheung
1998
–
Present
PhD Advisor
Wayne Luk
1998
–
Present
Expertise
No areas of expertise listed
Publications
A3: an Analytical Low-Rank Approximation Framework for Attention
Jeffrey T. H. Wong
,
Cheng Zhang
,
Xinye Cao
,
Pedro Gimenes
,
Christos-Savvas Bouganis
,
George Anthony Constantinides
,
Wayne Luk
,
Yiren Zhao
AdaptFM Poster
Readers:
Everyone
A3 : an Analytical Low-Rank Approximation Framework for Attention
Jeffrey T. H. Wong
,
Cheng Zhang
,
Xinye Cao
,
Pedro Gimenes
,
Christos-Savvas Bouganis
,
George Anthony Constantinides
,
Wayne Luk
,
Yiren Zhao
Submitted to ICLR 2026
Readers:
Everyone
Convergence for Discrete Parameter Update Schemes
Paul W Wilson
,
Fabio Zanasi
,
George Anthony Constantinides
NeurIPS 2025 Workshop
Readers:
Everyone
An heuristic pattern correction scheme for GRNNs and its application to speech recognition
Tetsuya Hoya
,
George Anthony Constantinides
Neural Networks for Signal Processing VIII. Proceedings of the 1998 IEEE Signal Processing Society Workshop (Cat. No.98TH8378)
Readers:
Everyone
Constraint-Aware E-Graph Rewriting for Hardware Performance Optimization
Samuel Coward
,
Theo Drane
,
George A. Constantinides
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
Readers:
Everyone
Banked Memories for Soft SIMT Processors
Martin Langhammer
,
George A. Constantinides
CoRR 2025
Readers:
Everyone
AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks
Pedro Gimenes
,
Yiren Zhao
,
George A. Constantinides
CoRR 2025
Readers:
Everyone
BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration
Yuzong Chen
,
Ahmed F. AbouElhamayed
,
Xilai Dai
,
Yang Wang
,
Marta Andronic
,
George A. Constantinides
,
Mohamed S. Abdelfattah
HPCA 2025
Readers:
Everyone
ReducedLUT: Table Decomposition with "Don't Care" Conditions
Oliver Cassidy
,
Marta Andronic
,
Samuel Coward
,
George A. Constantinides
FPGA 2025
Readers:
Everyone
AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks
Pedro Gimenes
,
Aaron Zhao
,
George A. Constantinides
EuroMLSys 2025
Readers:
Everyone
View all 340 publications
Co-Authors
Aaron Zhao
Abid Rafique
Abunaser Miah
Adam B. Kinsman
Adnan Mehonic
Ahmed F. AbouElhamayed
Alastair F. Donaldson
Alastair M. Smith
Alessandro Cilardo
Alex I. Smith
Altaf Abdul Gaffar
Ameer M. S. Abdelhadi
Amir Shahzad
Ammar Hasan
Andrea Picciau
Andrea Suardi
Andreas Burg
Andy Wanna
Anthony J. Kenyon
Antonio Roldao Lopes
Asma Kahoul
Bashir M. Al-Hashimi
Benjamin Biggs
Benjamin Ramhorst
Bryan Tan
View all 217 co-authors