Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Trinity: A General Purpose FHE Accelerator.

[BibT_eX]

[DOI]

Xianglong Deng

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

CryptoTrain: Fast Secure Training on Encrypted Dataset.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis, 2024

TrojFair: Trojan Fairness Attacks.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis, 2024

OFHE: An Electro-Optical Accelerator for Discretized TFHE.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers.

[BibT_eX]

[DOI]

Jiaqi Xue

Qian Lou

Mengxin Zheng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Jailbreaking LLMs with Arabic Transliteration and Arabizi.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

WBP: Training-Time Backdoor Attacks Through Hardware-Based Weight Bit Poisoning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

BoostCom: Towards Efficient Universal Fully Homomorphic Encryption by Boosting the Word-wise Comparisons.

[BibT_eX]

[DOI]

Ardhi Wiratama Baskara Yudha

Proceedings of the 2024 International Conference on Parallel Architectures and Compilation Techniques, 2024

2023

TrojFSP: Trojan Insertion in Few-shot Prompt Tuning.

[BibT_eX]

[DOI]

CoRR, 2023

TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2023

vFHE: Verifiable Fully Homomorphic Encryption with Blind Hash.

[BibT_eX]

[DOI]

Qian Lou

Muhammad Santriaji

Ardhi Wiratama Baskara Yudha

Jiaqi Xue

Yan Solihin

CoRR, 2023

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

TrojText: Test-time Invisible Textual Trojan Insertion.

[BibT_eX]

[DOI]

Qian Lou

Yepeng Liu

Bo Feng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

TrojBits: A Hardware Aware Inference-Time Attack on Transformer-Based Language Models.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Primer: Fast Private Transformer Inference on Encrypted Data.

[BibT_eX]

[DOI]

Mengxin Zheng

Qian Lou

Lei Jiang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

TrojViT: Trojan Insertion in Vision Transformers.

[BibT_eX]

[DOI]

Mengxin Zheng

Qian Lou

Lei Jiang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Underwater image enhancement based on color-line model and homomorphic filtering.

[BibT_eX]

[DOI]

Signal Image Video Process., 2022

ESTAS: Effective and Stable Trojan Attacks in Self-supervised Encoders with One Target Unlabelled Sample.

[BibT_eX]

[DOI]

Jiaqi Xue

Qian Lou

CoRR, 2022

Numerical Optimizations for Weighted Low-rank Estimation on Language Model.

[BibT_eX]

[DOI]

CoRR, 2022

Audit and Improve Robustness of Private Neural Networks on Encrypted Data.

[BibT_eX]

[DOI]

CoRR, 2022

CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Symposium on Nanoscale Architectures, 2022

DictFormer: Tiny Transformer with Shared Dictionary.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Language model compression with weighted low-rank factorization.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Numerical Optimizations for Weighted Low-rank Estimation on Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

coxHE: A software-hardware co-design framework for FPGA acceleration of homomorphic computation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

MATCHA: a fast and energy-efficient accelerator for fully homomorphic encryption over the torus.

[BibT_eX]

[DOI]

Lei Jiang

Qian Lou

Nrushad Joshi

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Lite-MDETR: A Lightweight Multi-Modal Detector.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Underwater image restoration based on modified color-line model.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2021

How to Accelerate Capsule Convolutions in Capsule Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Automatic Mixed-Precision Quantization Search of BERT.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture.

[BibT_eX]

[DOI]

Qian Lou

Lei Jiang

Proceedings of the 38th International Conference on Machine Learning, 2021

SAFENet: A Secure, Accurate and Fast Neural Network Inference.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Underwater image enhancement based on DCP and depth transmission map.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference.

[BibT_eX]

[DOI]

Qian Lou

Song Bian

Lei Jiang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Falcon: Fast Spectral Inference on Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

AutoQ: Automated Kernel-Wise Neural Network Quantization.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

LightBulb: A Photonic-Nonvolatile-Memory-based Accelerator for Binarized Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling.

[BibT_eX]

[DOI]

Qian Lou

Sarath Chandra Janga

Lei Jiang

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

SHE: A Fast and Accurate Privacy-Preserving Deep Neural Network Via Leveled TFHE and Logarithmic Data Representation.

[BibT_eX]

[DOI]

Qian Lou

Lei Jiang

CoRR, 2019

AutoQB: AutoML for Network Quantization and Binarization on Mobile Devices.

[BibT_eX]

[DOI]

CoRR, 2019

SHE: A Fast and Accurate Deep Neural Network for Encrypted Data.

[BibT_eX]

[DOI]

Qian Lou

Lei Jiang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

HolyLight: A Nanophotonic Accelerator for Deep Learning in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018

BRAWL: A Spintronics-Based Portable Basecalling-in-Memory Architecture for Nanopore Genome Sequencing.

[BibT_eX]

[DOI]

Qian Lou

Lei Jiang

IEEE Comput. Archit. Lett., 2018

3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs.

[BibT_eX]

[DOI]

Qian Lou

Wujie Wen

Lei Jiang

Proceedings of the International Conference on Computer-Aided Design, 2018

2017

Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017

Qian Lou

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