Qian Lou
机构: Assistant Professor of Computer Science, University of Central Florida,
主页: qlou.org
每年引用次数
引用次数
引用: 904
H-指数: 15
I10-指数 : 19
出版物: 49
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
Lei Jiang , Qian Lou
neural information processing systems 32 10035 -10043
11
2019
AutoQ: Automated Kernel-Wise Neural Network Quantization
Lei Jiang. , Minje Kim , Lantao Liu , Feng Guo
international conference on learning representations
55
2020
Falcon: Fast Spectral Inference on Encrypted Data
Lei Jiang , Qian Lou , Wen-jie Lu , Cheng Hong
neural information processing systems 33 2364 -2374
1
2020
HolyLight: A Nanophotonic Accelerator for Deep Learning in Data Centers
Weichen Liu , Wenyang Liu , Yichen Ye , Qian Lou
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 1483 -1488
59
2019
LightBulb: a photonic-nonvolatile-memory-based accelerator for binarized convolutional neural networks
Farzaneh Zokaee , Qian Lou , Nathan Youngblood , Weichen Liu
design, automation, and test in europe 1438 -1443
25
2020
3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs
Qian Lou , Wujie Wen , Lei Jiang
international conference on computer aided design 53
6
2018
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling
Qian Lou , Sarath Chandra Janga , Lei Jiang
international conference on parallel architectures and compilation techniques 293 -304
2020
Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs
Mengying Zhao , Lei Ju , Chun Jason Xue , Jingtong Hu
2017 IEEE 6th Non-Volatile Memory Systems and Applications Symposium (NVMSA) 1 -6
2
2017
MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition
Qian Lou , Wenyang Liu , Weichen Liu , Feng Guo
asia and south pacific design automation conference 464 -469
2020
BRAWL: A Spintronics-Based Portable Basecalling-in-Memory Architecture for Nanopore Genome Sequencing
Qian Lou , Lei Jiang
IEEE Computer Architecture Letters 17 ( 2) 241 -244
2018
coxHE: A software-hardware co-design framework for FPGA acceleration of homomorphic computation
Mingqin Han , Yilan Zhu , Qian Lou , Zimeng Zhou
Smpte Journal 1353 -1358
3
2022
Language model compression with weighted low-rank factorization
Yen-Chang Hsu , Ting Hua , Sungen Chang , Qian Lou
arXiv preprint arXiv:2207.00112
7
2022
Efficient Private Deep Learning
Qian Lou
Smpte Journal
2021
Lite-mdetr: A lightweight multi-modal detector
Qian Lou , Yen-Chang Hsu , Burak Uzkent , Ting Hua
Smpte Journal 12206 -12215
2
2022
Hemet: A homomorphic-encryption-friendly privacy-preserving mobile neural network architecture
Qian Lou , Lei Jiang
Smpte Journal 7102 -7110
24
2021
ESTAS: Effective and Stable Trojan Attacks in Self-supervised Encoders with One Target Unlabelled Sample
Jiaqi Xue , Qian Lou
arXiv preprint arXiv:2211.10908
2022
Numerical Optimizations for Weighted Low-rank Estimation on Language Model
Ting Hua , Yen-Chang Hsu , Felicity Wang , Qian Lou
arXiv preprint arXiv:2211.09718
2022
Matcha: A fast and energy-efficient accelerator for fully homomorphic encryption over the torus
Lei Jiang , Qian Lou , Nrushad Joshi
Smpte Journal 235 -240
5
2022
Glyph: Fast and accurately training deep neural networks on encrypted data
Qian Lou , Bo Feng , Geoffrey Charles Fox , Lei Jiang
Advances in neural information processing systems 33 9193 -9202
75
2020
Cryptogru: Low latency privacy-preserving text analysis with gru
Bo Feng , Qian Lou , Lei Jiang , Geoffrey C Fox
arXiv preprint arXiv:2010.11796
15
2020