Follow
Zhiqiang (Walkie) Que
Zhiqiang (Walkie) Que
Other namesZhiqiang Que
Research Associate, Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
An efficient convolutional neural network for small traffic sign detection
S Song, Z Que, J Hou, S Du, Y Song
Journal of Systems Architecture 97, 269-277, 2019
672019
Applications and techniques for fast machine learning in science
AMC Deiana, N Tran, J Agar, M Blott, G Di Guglielmo, J Duarte, P Harris, ...
Frontiers in big Data 5, 787421, 2022
562022
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
Real-time anomaly detection for flight testing using AutoEncoder and LSTM
Z Que, Y Liu, C Guo, X Niu, Y Zhu, W Luk
2019 international conference on field-programmable technology (ICFPT), 379-382, 2019
442019
High-throughput convolutional neural network on an FPGA by customized JPEG compression
H Nakahara, Z Que, W Luk
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
362020
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
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
282020
FPGA acceleration of LSTM based on data for test flight
Z Sun, Y Zhu, Y Zheng, H Wu, Z Cao, P Xiong, J Hou, T Huang, Z Que
2018 IEEE International Conference on Smart Cloud (SmartCloud), 1-6, 2018
252018
Efficient weight reuse for large LSTMs
Z Que, T Nugent, S Liu, L Tian, X Niu, Y Zhu, W Luk
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
212019
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
Application of transfer learning in continuous time series for anomaly detection in commercial aircraft flight data
P Xiong, Y Zhu, Z Sun, Z Cao, M Wang, Y Zheng, J Hou, T Huang, Z Que
2018 IEEE International Conference on Smart Cloud (SmartCloud), 13-18, 2018
212018
FPGA-based acceleration for Bayesian convolutional neural networks
H Fan, M Ferianc, Z Que, S Liu, X Niu, MRD Rodrigues, W Luk
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
182022
Accelerating recurrent neural networks for gravitational wave experiments
Z Que, E Wang, U Marikar, E Moreno, J Ngadiuba, H Javed, ...
2021 IEEE 32nd International Conference on Application-specific Systems …, 2021
182021
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
162021
Implementing medical CT algorithms on stand-alone FPGA based systems using an efficient workflow with SysGen and simulink
Z Que, Y Zhu, X Wang, J Yu, T Huang, Z Zheng, L Yang, F Zhao, Y Fu
2010 10th IEEE International Conference on Computer and Information …, 2010
162010
Algorithm and hardware co-design for reconfigurable cnn accelerator
H Fan, M Ferianc, Z Que, H Li, S Liu, X Niu, W Luk
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 250-255, 2022
132022
Optimizing Bayesian recurrent neural networks on an FPGA-based accelerator
M Ferianc, Z Que, H Fan, W Luk, M Rodrigues
2021 International Conference on Field-Programmable Technology (ICFPT), 1-10, 2021
112021
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), 2020
112020
The system can't perform the operation now. Try again later.
Articles 1–20