Qian Lou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 63

Top Topics

Image Enhancement

Homomorphic Encryption

Top Venues

Publications

Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. NAACL-HLT (2024)
Ardhi Wiratama Baskara Yudha, Jiaqi Xue, Qian Lou, Huiyang Zhou, Yan Solihin
BoostCom: Towards Efficient Universal Fully Homomorphic Encryption by Boosting the Word-wise Comparisons. CoRR (2024)
Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
OFHE: An Electro-Optical Accelerator for Discretized TFHE. CoRR (2024)
Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou
Jailbreaking LLMs with Arabic Transliteration and Arabizi. CoRR (2024)
Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. ACL (Findings) (2024)
Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. CoRR (2024)
Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, Qian Lou
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models. CoRR (2024)
Jiaqi Xue, Mengxin Zheng, Ting Hua, Yilin Shen, Yepeng Liu, Ladislau Bölöni, Qian Lou
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models. NeurIPS (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers. CVPR (2023)
Jiaqi Xue, Yepeng Liu, Mengxin Zheng, Ting Hua, Yilin Shen, Ladislau Bölöni, Qian Lou
TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models. CoRR (2023)
Qian Lou, Muhammad Santriaji, Ardhi Wiratama Baskara Yudha, Jiaqi Xue, Yan Solihin
vFHE: Verifiable Fully Homomorphic Encryption with Blind Hash. CoRR (2023)
Mansour Al Ghanim, Muhammad Santriaji, Qian Lou, Yan Solihin
TrojBits: A Hardware Aware Inference-Time Attack on Transformer-Based Language Models. ECAI (2023)
Yepeng Liu, Bo Feng, Qian Lou
TrojText: Test-time Invisible Textual Trojan Insertion. CoRR (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data. CoRR (2023)
Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
TrojFair: Trojan Fairness Attacks. CoRR (2023)
Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. CoRR (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data. DAC (2023)
Mengxin Zheng, Jiaqi Xue, Xun Chen, Lei Jiang, Qian Lou
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning. CoRR (2023)
Qian Lou, Yepeng Liu, Bo Feng
TrojText: Test-time Invisible Textual Trojan Insertion. ICLR (2023)
Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data. ISQED (2023)
Yu Zheng, Wei Song, Minxin Du, Sherman S. M. Chow, Qian Lou, Yongjun Zhao, Xiuhua Wang
Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning. ADMA (2) (2023)
Lei Jiang, Qian Lou, Nrushad Joshi
MATCHA: a fast and energy-efficient accelerator for fully homomorphic encryption over the torus. DAC (2022)
Mingqin Han, Yilan Zhu, Qian Lou, Zimeng Zhou, Shanqing Guo, Lei Ju
coxHE: A software-hardware co-design framework for FPGA acceleration of homomorphic computation. DATE (2022)
Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin
Numerical Optimizations for Weighted Low-rank Estimation on Language Model. CoRR (2022)
Qian Lou, Yen-Chang Hsu, Burak Uzkent, Ting Hua, Yilin Shen, Hongxia Jin
Lite-MDETR: A Lightweight Multi-Modal Detector. CVPR (2022)
Mengxin Zheng, Qian Lou, Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers. CoRR (2022)
Jiaqi Xue, Lei Xu, Lin Chen, Weidong Shi, Kaidi Xu, Qian Lou
Audit and Improve Robustness of Private Neural Networks on Encrypted Data. CoRR (2022)
Yen-Chang Hsu, Ting Hua, Sungen Chang, Qian Lou, Yilin Shen, Hongxia Jin
Language model compression with weighted low-rank factorization. CoRR (2022)
Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. CoRR (2022)
Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin
Numerical Optimizations for Weighted Low-rank Estimation on Language Models. EMNLP (2022)
Jiaqi Xue, Qian Lou
ESTAS: Effective and Stable Trojan Attacks in Self-supervised Encoders with One Target Unlabelled Sample. CoRR (2022)
Lei Jiang, Qian Lou, Nrushad Joshi
MATCHA: A Fast and Energy-Efficient Accelerator for Fully Homomorphic Encryption over the Torus. CoRR (2022)
Yen-Chang Hsu, Ting Hua, Sungen Chang, Qian Lou, Yilin Shen, Hongxia Jin
Language model compression with weighted low-rank factorization. ICLR (2022)
Qian Lou, Ting Hua, Yen-Chang Hsu, Yilin Shen, Hongxia Jin
DictFormer: Tiny Transformer with Shared Dictionary. ICLR (2022)
Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. NANOARCH (2022)
Haifeng Yu, Xinbin Li, Qian Lou, Lei Yan
Underwater image enhancement based on color-line model and homomorphic filtering. Signal Image Video Process. 16 (1) (2022)
Xinbin Li, Qian Lou, Haifeng Yu, Song Han, Lei Yan
Underwater image restoration based on modified color-line model. J. Electronic Imaging 30 (2) (2021)
Zhenhua Chen, Xiwen Li, Qian Lou, David J. Crandall
How to Accelerate Capsule Convolutions in Capsule Networks. CoRR (2021)
Qian Lou, Lei Jiang
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture. ICML (2021)
Qian Lou, Yilin Shen, Hongxia Jin, Lei Jiang
SAFENet: A Secure, Accurate and Fast Neural Network Inference. ICLR (2021)
Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin
Automatic Mixed-Precision Quantization Search of BERT. CoRR (2021)
Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin
Automatic Mixed-Precision Quantization Search of BERT. IJCAI (2021)
Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU. EMNLP (1) (2021)
Qian Lou, Lei Jiang
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture. CoRR (2021)
Qian Lou, Sarath Chandra Janga, Lei Jiang
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling. CoRR (2020)
Qian Lou, Bian Song, Lei Jiang
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference. NeurIPS (2020)
Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU. CoRR (2020)
Qian Lou, Wen-jie Lu, Cheng Hong, Lei Jiang
Falcon: Fast Spectral Inference on Encrypted Data. NeurIPS (2020)
Qian Lou, Feng Guo, Minje Kim, Lantao Liu, Lei Jiang
AutoQ: Automated Kernel-Wise Neural Network Quantization. ICLR (2020)
Qian Lou, Bian Song, Lei Jiang
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference. CoRR (2020)
Qian Lou, Bo Feng, Geoffrey Charles Fox, Lei Jiang
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. NeurIPS (2020)
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)
Haifeng Yu, Xinbin Li, Qian Lou, Chengbo Lei, Zhixin Liu
Underwater image enhancement based on DCP and depth transmission map. Multim. Tools Appl. 79 (27-28) (2020)
Qian Lou, Sarath Chandra Janga, Lei Jiang
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling. PACT (2020)
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)
Qian Lou, Lei Jiang
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data. NeurIPS (2019)
Qian Lou, Lantao Liu, Minje Kim, Lei Jiang
AutoQB: AutoML for Network Quantization and Binarization on Mobile Devices. CoRR (2019)
Qian Lou, Lei Jiang
SHE: A Fast and Accurate Privacy-Preserving Deep Neural Network Via Leveled TFHE and Logarithmic Data Representation. CoRR (2019)
Weichen Liu, Wenyang Liu, Yichen Ye, Qian Lou, Yiyuan Xie, Lei Jiang
HolyLight: A Nanophotonic Accelerator for Deep Learning in Data Centers. DATE (2019)
Qian Lou, Bo Feng, Geoffrey C. Fox, Lei Jiang
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. CoRR (2019)
Qian Lou, Lei Jiang
BRAWL: A Spintronics-Based Portable Basecalling-in-Memory Architecture for Nanopore Genome Sequencing. IEEE Comput. Archit. Lett. 17 (2) (2018)
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)
Qian Lou, Mengying Zhao, Lei Ju, Chun Jason Xue, Jingtong Hu, Zhiping Jia
Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs. NVMSA (2017)