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Lei Jiang 0001
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Publications
- 2023
- [c56]Mengxin Zheng, Qian Lou, Lei Jiang:
TrojViT: Trojan Insertion in Vision Transformers. CVPR 2023: 4025-4034 - [c55]Mengxin Zheng, Qian Lou, Lei Jiang:
Primer: Fast Private Transformer Inference on Encrypted Data. DAC 2023: 1-6 - [c53]Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou:
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data. ISQED 2023: 1-7 - [i27]Mengxin Zheng, Jiaqi Xue, Xun Chen, Lei Jiang, Qian Lou:
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning. CoRR abs/2303.09079 (2023) - [i26]Mengxin Zheng, Qian Lou, Lei Jiang:
Primer: Fast Private Transformer Inference on Encrypted Data. CoRR abs/2303.13679 (2023) - [i22]Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang:
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. CoRR abs/2312.10467 (2023) - [i21]Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang:
TrojFair: Trojan Fairness Attacks. CoRR abs/2312.10508 (2023) - 2022
- [c50]Lei Jiang, Qian Lou, Nrushad Joshi:
MATCHA: a fast and energy-efficient accelerator for fully homomorphic encryption over the torus. DAC 2022: 235-240 - [c48]Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu:
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. NANOARCH 2022: 19:1-19:2 - [i20]Lei Jiang, Qian Lou, Nrushad Joshi:
MATCHA: A Fast and Energy-Efficient Accelerator for Fully Homomorphic Encryption over the Torus. CoRR abs/2202.08814 (2022) - [i16]Mengxin Zheng, Qian Lou, Lei Jiang:
TrojViT: Trojan Insertion in Vision Transformers. CoRR abs/2208.13049 (2022) - [i15]Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu:
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. CoRR abs/2211.13780 (2022) - 2021
- [c47]Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox:
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU. EMNLP (1) 2021: 2052-2057 - [c45]Qian Lou, Yilin Shen, Hongxia Jin, Lei Jiang:
SAFENet: A Secure, Accurate and Fast Neural Network Inference. ICLR 2021 - [c44]Qian Lou, Lei Jiang:
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture. ICML 2021: 7102-7110 - [i13]Qian Lou, Lei Jiang:
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture. CoRR abs/2106.00038 (2021) - 2020
- [c42]Qian Lou, Sarath Chandra Janga, Lei Jiang:
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling. PACT 2020: 293-304 - [c41]Qian Lou, Wenyang Liu, Weichen Liu, Feng Guo, Lei Jiang:
MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition. ASP-DAC 2020: 464-469 - [c40]Farzaneh Zokaee, Qian Lou, Nathan Youngblood, Weichen Liu, Yiyuan Xie, Lei Jiang:
LightBulb: A Photonic-Nonvolatile-Memory-based Accelerator for Binarized Convolutional Neural Networks. DATE 2020: 1438-1443 - [c38]Qian Lou, Feng Guo, Minje Kim, Lantao Liu, Lei Jiang:
AutoQ: Automated Kernel-Wise Neural Network Quantization. ICLR 2020 - [c37]Qian Lou, Bo Feng, Geoffrey Charles Fox, Lei Jiang:
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. NeurIPS 2020 - [c36]Qian Lou, Wen-jie Lu, Cheng Hong, Lei Jiang:
Falcon: Fast Spectral Inference on Encrypted Data. NeurIPS 2020 - [c35]Qian Lou, Song Bian, Lei Jiang:
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference. NeurIPS 2020 - [i11]Qian Lou, Song Bian, Lei Jiang:
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference. CoRR abs/2006.04219 (2020) - [i10]Qian Lou, Sarath Chandra Janga, Lei Jiang:
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling. CoRR abs/2008.03107 (2020) - [i9]Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox:
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU. CoRR abs/2010.11796 (2020) - 2019
- [c31]Weichen Liu, Wenyang Liu, Yichen Ye, Qian Lou, Yiyuan Xie, Lei Jiang:
HolyLight: A Nanophotonic Accelerator for Deep Learning in Data Centers. DATE 2019: 1483-1488 - [c29]Qian Lou, Lei Jiang:
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data. NeurIPS 2019: 10035-10043 - [i8]Qian Lou, Lantao Liu, Minje Kim, Lei Jiang:
AutoQB: AutoML for Network Quantization and Binarization on Mobile Devices. CoRR abs/1902.05690 (2019) - [i6]Qian Lou, Lei Jiang:
SHE: A Fast and Accurate Privacy-Preserving Deep Neural Network Via Leveled TFHE and Logarithmic Data Representation. CoRR abs/1906.00148 (2019) - [i5]Qian Lou, Bo Feng, Geoffrey C. Fox, Lei Jiang:
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. CoRR abs/1911.07101 (2019) - 2018
- [j8]Qian Lou, Lei Jiang:
BRAWL: A Spintronics-Based Portable Basecalling-in-Memory Architecture for Nanopore Genome Sequencing. IEEE Comput. Archit. Lett. 17(2): 241-244 (2018) - [c24]Qian Lou, Wujie Wen, Lei Jiang:
3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs. ICCAD 2018: 53
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