Wayne Luk
Imperial College London
H-index: 72
Europe-United Kingdom
Top articles of Wayne Luk
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FPGA-Accelerated Sim-to-Real Control Policy Learning for Robotic Arms | IEEE Transactions on Circuits and Systems II: Express Briefs | Ce Guo Wayne Luk | 2024/1/12 |
Accelerating Large-Scale Graph Processing with FPGAs: Lesson Learned and Future Directions | Marco Procaccini Amin Sahebi Marco Barbone Wayne Luk Georgi Gaydadjiev | 2024 | |
LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | ACM Transactions on Embedded Computing Systems | Zhiqiang Que Hongxiang Fan Marcus Loo He Li Michaela Blott | 2024 |
arXiv: Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC | Patrick Odagiu Johannes Haller Vladimir Loncar Philipp Rincke Thea K Årrestad | 2024/2/2 | |
Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC | arXiv preprint arXiv:2402.01876 | Patrick Odagiu Zhiqiang Que Javier Duarte Johannes Haller Gregor Kasieczka | 2024/2/2 |
Deeper Hedging: A New Agent-based Model for Effective Deep Hedging | Kang Gao Stephen Weston Perukrishnen Vytelingum Namid Stillman Wayne Luk | 2023/11/27 | |
Distributed large-scale graph processing on FPGAs | Journal of big Data | Amin Sahebi Marco Barbone Marco Procaccini Wayne Luk Georgi Gaydadjiev | 2023/6/4 |
Heterogeneous Reconfigurable Accelerators: Trends and Perspectives | Wayne Luk | 2023/7/9 | |
“AI Acceleration on FPGAs” | Yun Liang Wei Zhang Stephen Neuendorffer Wayne Luk | 2023/11/9 | |
Experimental survey of fpga-based monolithic switches and a novel queue balancer | IEEE Transactions on Parallel and Distributed Systems | Philippos Papaphilippou Kentaro Sano Boma Anantasatya Adhi Wayne Luk | 2023/2/13 |
When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA | Proceedings of the 60th ACM/IEEE Design Automation Conference (DAC'23) | Hongxiang Fan Hao Chen Liam Castelli Zhiqiang Que He Li | 2023/8/13 |
Exploring Machine Learning Adoption in Customisable Processor Design | Jose GF Coutinho Ce Guo Tim Todman Wayne Luk | 2023/10/24 | |
Demonstration of FPGA acceleration of monte carlo simulation | Journal of Physics: Conference Series | Marco Barbone A Howard A Tapper D Chen M Novak | 2023/2/1 |
Accelerating 4D image reconstruction for magnetic resonance-guided radiotherapy | Physics and imaging in radiation oncology | Bastien Lecoeur Marco Barbone Jessica Gough Uwe Oelfke Wayne Luk | 2023/7/1 |
FPGA-Accelerated Causal Discovery with Conditional Independence Test Prioritization | Ce Guo Diego Cupello Wayne Luk Joshua Levine Alexander Warren | 2023/9/4 | |
Efficiently Removing Sparsity for High-Throughput Stream Processing | Philippos Papaphilippou Zhiqiang Que Wayne Luk | 2023 | |
Customisable Processing of Neural Networks for FPGAs | Stewart Denholm Wayne Luk | 2023/6/14 | |
Event‐based high throughput computing: A series of case studies on a massively parallel softcore machine | IET Computers & Digital Techniques | Mark Vousden Jordan Morris Graeme McLachlan Bragg Jonathan Beaumont Ashur Rafiev | 2023/1 |
MetaML: Automating Customizable Cross-Stage Design-Flow for Deep Learning Acceleration | Zhiqiang Que Shuo Liu Markus Rognlien Ce Guo Jose GF Coutinho | 2023/9/4 | |
Advancements in spiking neural network communication and synchronization techniques for event-driven neuromorphic systems | Array | Mahyar Shahsavari David Thomas Marcel van Gerven Andrew Brown Wayne Luk | 2023/12/1 |
Co-Authors
