| 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 | 121 | 2019 |
| 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 | 113* | 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 | 106 | 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 | 80 | 2019 |
| HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture Q Lou, L Jiang ICML 2021, 2021 | 62 | 2021 |
| SAFENet: A Secure, Accurate and Fast Neural Network Inference Q Lou, Y Shen, H Jin, L Jiang ICLR 2021, 2021 | 58 | 2021 |
| 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 | 53 | 2022 |
| 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 | 42 | 2022 |
| 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 | 41 | 2020 |
| TrojViT: Trojan Insertion in Vision Transformers M Zheng, Q Lou, L Jiang CVPR 2023, 2022 | 32 | 2022 |
| AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference Q Lou, B Song, L Jiang NeurIPS 2020, 2020 | 32 | 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 | 26 | 2020 |
| 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 | 22 | 2020 |
| CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU B Feng, Q Lou, L Jiang, GC Fox EMNLP 2021, 2021 | 17 | 2021 |
| Automatic Mixed-Precision Quantization Search of BERT C Zhao, T Hua, Y Shen, Q Lou, H Jin IJCAI 2021, 2021 | 17 | 2021 |
| Trojtext: Test-time invisible textual trojan insertion Q Lou, Y Liu, B Feng arXiv preprint arXiv:2303.02242, 2023 | 16 | 2023 |
| 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 | 15 | 2022 |
| Primer: Fast Private Transformer Inference on Encrypted Data M Zheng, Q Lou, L Jiang DAC 2023, 2023 | 13 | 2023 |
| 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 | 13 | 2018 |
| 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 | 11 | 2024 |
