George Constantinides
Imperial College London
H-index: 44
Europe-United Kingdom
Top articles of George Constantinides
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Combining Power and Arithmetic Optimization via Datapath Rewriting | arXiv preprint arXiv:2404.12336 | Samuel Coward Theo Drane Emiliano Morini George Constantinides | 2024/4/18 |
Constructing hierarchical clock gating architectures via rewriting | 2024/4/4 | ||
Hardware power optimization via e-graph based automatic rtl exploration | 2024/4/4 | ||
A Statically and Dynamically Scalable Soft GPGPU | Martin Langhammer George A Constantinides | 2024/4/1 | |
NeuraLUT: Hiding Neural Network Density in Boolean Synthesizable Functions | arXiv preprint arXiv:2403.00849 | Marta Andronic George A Constantinides | 2024/2/29 |
Automated detection of case-splitting opportunities in rtl | 2024/4/18 | ||
LQER: Low-Rank Quantization Error Reconstruction for LLMs | arXiv preprint arXiv:2402.02446 | Cheng Zhang Jianyi Cheng George A Constantinides Yiren Zhao | 2024/2/4 |
ATHEENA: A Toolflow for Hardware Early-Exit Network Automation | Benjamin Biggs Christos-Savvas Bouganis George Constantinides | 2023/5/8 | |
Automating constraint-aware datapath optimization using e-graphs | Samuel Coward George A Constantinides Theo Drane | 2023/7/9 | |
Revisiting block-based quantisation: What is important for sub-8-bit LLM inference? | arXiv preprint arXiv:2310.05079 | Cheng Zhang Jianyi Cheng Ilia Shumailov George A Constantinides Yiren Zhao | 2023/10/8 |
PolyLUT: learning piecewise polynomials for ultra-low latency FPGA LUT-based inference | Marta Andronic George A Constantinides | 2023/12/12 | |
A Parametrizable Template for Approximate Logic Synthesis | Morteza Rezaalipour Marco Biasion Ilaria Scarabottolo George A Constantinides Laura Pozzi | 2023/6/27 | |
eGPU: A 750 MHz Class Soft GPGPU for FPGA | Martin Langhammer George A Constantinides | 2023/9/4 | |
FPGA Resource-aware Structured Pruning for Real-Time Neural Networks | Benjamin Ramhorst Vladimir Lončar George A Constantinides | 2023/12/12 | |
Multi-Metric SMT-Based Evaluation of Worst-Case-Error for Approximate Circuits | Morteza Rezaalipour Lorenzo Ferretti Ilaria Scarabottolo George A Constantinides Laura Pozzi | 2023/6/27 | |
Parallelising Control Flow in Dynamic-scheduling High-level Synthesis | ACM Transactions on Reconfigurable Technology and Systems | Jianyi Cheng Lana Josipović John Wickerson George A Constantinides | 2023 |
Multiplier Optimization via E-Graph Rewriting | arXiv preprint arXiv:2312.06004 | Andy Wanna Samuel Coward Theo Drane George A Constantinides Miloš D Ercegovac | 2023/12/10 |
Combining e-graphs with abstract interpretation | Samuel Coward George A Constantinides Theo Drane | 2023/6/6 | |
Logic Shrinkage: Learned Connectivity Sparsification for LUT-Based Neural Networks | ACM Transactions on Reconfigurable Technology and Systems | Erwei Wang Marie Auffret Georgios-Ilias Stavrou Peter YK Cheung George A Constantinides | 2023/9/1 |
Enabling Binary Neural Network Training on the Edge | ACM Transactions on Embedded Computing Systems | Erwei Wang James J Davis Daniele Moro Piotr Zielinski Jia Jie Lim | 2023/11/9 |
Co-Authors
