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Fan Hongxiang
Fan Hongxiang
Samsung AI Center & University of Cambridge
Verified email at imperial.ac.uk - Homepage
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Cited by
Year
Optimizing CNN-based segmentation with deeply customized convolutional and deconvolutional architectures on FPGA
S Liu, H Fan, X Niu, H Ng, Y Chu, W Luk
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-22, 2018
762018
A real-time object detection accelerator with compressed SSDLite on FPGA
H Fan, S Liu, M Ferianc, HC Ng, Z Que, S Liu, X Niu, W Luk
2018 International conference on field-programmable technology (FPT), 14-21, 2018
712018
Towards efficient deep neural network training by FPGA-based batch-level parallelism
C Luo, MK Sit, H Fan, S Liu, W Luk, C Guo
Journal of Semiconductors 41 (2), 022403, 2020
582020
F-E3D: FPGA-based acceleration of an efficient 3D convolutional neural network for human action recognition
H Fan, C Luo, C Zeng, M Ferianc, Z Que, S Liu, X Niu, W Luk
2019 IEEE 30th international conference on Application-specific Systems …, 2019
452019
F-C3D: FPGA-based 3-dimensional convolutional neural network
H Fan, X Niu, Q Liu, W Luk
2017 27th International Conference on Field Programmable Logic and …, 2017
362017
Optimizing reconfigurable recurrent neural networks
Z Que, H Nakahara, E Nurvitadhi, H Fan, C Zeng, J Meng, X Niu, W Luk
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
302020
Reconfigurable acceleration of 3D-CNNs for human action recognition with block floating-point representation
H Fan, HC Ng, S Liu, Z Que, X Niu, W Luk
2018 28th International Conference on Field Programmable Logic and …, 2018
292018
Adaptable butterfly accelerator for attention-based NNs via hardware and algorithm co-design
H Fan, T Chau, SI Venieris, R Lee, A Kouris, W Luk, ND Lane, ...
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 599-615, 2022
282022
Mapping large LSTMs to FPGAs with weight reuse
Z Que, Y Zhu, H Fan, J Meng, X Niu, W Luk
Journal of Signal Processing Systems 92, 965-979, 2020
272020
Toward full-stack acceleration of deep convolutional neural networks on FPGAs
S Liu, H Fan, M Ferianc, X Niu, H Shi, W Luk
IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3974-3987, 2021
212021
Memory-efficient architecture for accelerating generative networks on FPGA
S Liu, C Zeng, H Fan, HC Ng, J Meng, Z Que, X Niu, W Luk
2018 International Conference on Field-Programmable Technology (FPT), 30-37, 2018
212018
High-Performance FPGA-based Accelerator for Bayesian Neural Networks
H Fan, M Ferianc, M Rodrigues, H Zhou, X Niu, W Luk
Proceedings of the 58th ACM/IEEE Design Automation Conference (DAC'21), 2021
202021
Improving performance estimation for FPGA-based accelerators for convolutional neural networks
M Ferianc, H Fan, RSW Chu, J Stano, W Luk
Applied Reconfigurable Computing. Architectures, Tools, and Applications …, 2020
192020
FPGA-based Acceleration for Bayesian Convolutional Neural Networks
H Fan, M Ferianc, Z Que, S Liu, X Niu, M Rodrigues, W Luk
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
152022
Recurrent neural networks with column-wise matrix–vector multiplication on FPGAs
Z Que, H Nakahara, E Nurvitadhi, A Boutros, H Fan, C Zeng, J Meng, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (2), 227-237, 2021
152021
Optimizing quantum circuit placement via machine learning
H Fan, C Guo, W Luk
Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC'22), 19-24, 2022
142022
Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator
H Fan, M Ferianc, Z Que, H Li, S Liu, X Niu, W Luk
ASP-DAC'22, 2021
122021
Static block floating-point quantization for convolutional neural networks on FPGA
H Fan, G Wang, M Ferianc, X Niu, W Luk
2019 International Conference on Field-Programmable Technology (ICFPT), 28-35, 2019
122019
A reconfigurable multithreaded accelerator for recurrent neural networks
Z Que, H Nakahara, H Fan, J Meng, KH Tsoi, X Niu, E Nurvitadhi, W Luk
2020 International Conference on Field-Programmable Technology (ICFPT), 20-28, 2020
112020
Optimizing FPGA-based CNN accelerator using differentiable neural architecture search
H Fan, M Ferianc, S Liu, Z Que, X Niu, W Luk
2020 IEEE 38th International Conference on Computer Design (ICCD), 465-468, 2020
112020
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