Follow
Qian Lou
Qian Lou
Assistant Professor of Computer Science, University of Central Florida,
Verified email at ucf.edu - Homepage
Title
Cited by
Cited by
Year
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
1432019
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
125*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
1152019
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
1002019
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture
Q Lou, L Jiang
ICML 2021, 2021
772021
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
742022
SAFENet: A Secure, Accurate and Fast Neural Network Inference
Q Lou, Y Shen, H Jin, L Jiang
ICLR 2021, 2021
652021
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
532022
TrojViT: Trojan Insertion in Vision Transformers
M Zheng, Q Lou, L Jiang
CVPR 2023, 2022
442022
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
442020
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference
Q Lou, B Song, L Jiang
NeurIPS 2020, 2020
402020
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
362020
Trojllm: A black-box trojan prompt attack on large language models
J Xue, M Zheng, T Hua, Y Shen, Y Liu, L Bölöni, Q Lou
Advances in Neural Information Processing Systems 36, 2024
272024
Trojtext: Test-time invisible textual trojan insertion
Q Lou, Y Liu, B Feng
arXiv preprint arXiv:2303.02242, 2023
242023
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
222020
Primer: Fast Private Transformer Inference on Encrypted Data
M Zheng, Q Lou, L Jiang
DAC 2023, 2023
202023
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU
B Feng, Q Lou, L Jiang, GC Fox
EMNLP 2021, 2021
202021
Automatic Mixed-Precision Quantization Search of BERT
C Zhao, T Hua, Y Shen, Q Lou, H Jin
IJCAI 2021, 2021
202021
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
182022
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
J Xue, M Zheng, Y Hu, F Liu, X Chen, Q Lou
arXiv preprint arXiv:2406.00083, 2024
172024
The system can't perform the operation now. Try again later.
Articles 1–20