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Zhiqiang (Walkie) Que
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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
432018
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
312019
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
242019
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
232020
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
192019
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
192018
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 (9), 965-979, 2020
182020
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
162020
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
152018
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
152010
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
142019
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
142018
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
132018
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, 17, 2022
82022
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
82021
Revealing feasibility of FMM on ASIC: efficient implementation of N-Body problem on FPGA
Z Zheng, Y Zhu, X Wang, Z Que, T Huang, X Yin, H Wang, G Rong, M Qiu
2010 13th IEEE International Conference on Computational Science and …, 2010
82010
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
62020
An overlay for rapid fpga debug of machine learning applications
DH Noronha, R Zhao, Z Que, J Goeders, W Luk, S Wilton
2019 International Conference on Field-Programmable Technology (ICFPT), 135-143, 2019
52019
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
42020
The design of a wireless power transmission mechanism for locomotion in active medical inspection MEMS
B Chen, Y Zhu, K Zhu, T Mo, Z Que, Z Li, X Ding, J Zhong
2008 Fifth IEEE International Symposium on Embedded Computing, 382-387, 2008
42008
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