Qian Lou
Qian Lou
Assistant Professor of Computer Science, University of Central Florida,
Verified email at - Homepage
Cited by
Cited by
AutoQ: Automated Kernel-Wise Neural Network Quantization
Q Lou, F Guo, L Liu, M Kim, L Jiang
International Conference on Learning Representations (ICLR) 2020, 2019
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
Q Lou, L Jiang
Advances in Neural Information Processing Systems (NeurIPS) 2019, 10035-10043, 2019
Holylight: A nanophotonic accelerator for deep learning in data centers
W Liu, W Liu, Y Ye, Q Lou, Y Xie, L Jiang
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
Glyph: Fast and accurately training deep neural networks on encrypted data
Q Lou, B Feng, GC Fox, L Jiang
NeurIPS 2020 (Advances in Neural Information Processing Systems), 2019
SAFENet: A Secure, Accurate and Fast Neural Network Inference
Q Lou, Y Shen, H Jin, L Jiang
ICLR 2021, 2021
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture
Q Lou, L Jiang
ICML 2021, 2021
LightBulb: A Photonic-Nonvolatile-Memory-based Accelerator for Binarized Convolutional Neural Networks
F Zokaee, Q Lou, N Youngblood, W Liu, Y Xie, L Jiang
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference
Q Lou, B Song, L Jiang
NeurIPS 2020, 2020
MATCHA: A Fast and Energy-Efficient Accelerator for Fully Homomorphic Encryption over the Torus
L Jiang, Q Lou, N Joshi
The Design Automation Conference (DAC 2022), 2022
Language model compression with weighted low-rank factorization
YC Hsu, T Hua, S Chang, Q Lou, Y Shen, H Jin
International Conference on Learning Representations (ICLR 2022), 2022
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling
Q Lou, SC Janga, L Jiang
Best Paper Candidate of PACT 20 (Proceedings of the ACM International …, 2020
Falcon: Fast Spectral Inference on Encrypted Data
Q Lou, W Lu, C Hong, L Jiang
NeurIPS 2020 (Advances in Neural Information Processing Systems) 33, 2020
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU
B Feng, Q Lou, L Jiang, GC Fox
EMNLP 2021, 2021
3dict: a reliable and qos capable mobile process-in-memory architecture for lookup-based cnns in 3d xpoint rerams
Q Lou, W Wen, L Jiang
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018
coxHE: A software-hardware co-design framework for FPGA acceleration of homomorphic computation
M Han, Y Zhu, Q Lou, Z Zhou, S Guo, L Ju
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022
TrojViT: Trojan Insertion in Vision Transformers
M Zheng, Q Lou, L Jiang
CVPR 2023, 2022
Automatic Mixed-Precision Quantization Search of BERT
C Zhao, T Hua, Y Shen, Q Lou, H Jin
IJCAI 2021, 2021
BRAWL: A Spintronics-Based Portable Basecalling-in-Memory Architecture for Nanopore Genome Sequencing
Q Lou, L Jiang
IEEE Computer Architecture Letters 17 (2), 241-244, 2018
MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition
Q Lou, W Liu, W Liu, F Guo, L Jiang
25th Asia and South Pacific Design Automation Conference (ASP-DAC), 2020
Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs
Q Lou, M Zhao, L Ju, CJ Xue, J Hu, Z Jia
2017 IEEE 6th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2017
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