Jiang, Lei

14 publications

ICLR 2025 CipherPrune: Efficient and Scalable Private Transformer Inference Yancheng Zhang, Jiaqi Xue, Mengxin Zheng, Mimi Xie, Mingzhe Zhang, Lei Jiang, Qian Lou

IJCAI 2025 T-T: Table Transformer for Tagging-Based Aspect Sentiment Triplet Extraction Kun Peng, Chaodong Tong, Cong Cao, Hao Peng, Qian Li, Guanlin Wu, Lei Jiang, Yanbing Liu, Philip S. Yu

ICLR 2024 LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models Ahmad Faiz, Sotaro Kaneda, Ruhan Wang, Rita Chukwunyere Osi, Prateek Sharma, Fan Chen, Lei Jiang

ECCV 2024 SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning Mengxin Zheng, Jiaqi Xue, Zihao Wang, Xun Chen, Qian Lou, Lei Jiang, Xiaofeng Wang

CVPR 2023 TrojViT: Trojan Insertion in Vision Transformers Mengxin Zheng, Qian Lou, Lei Jiang

ICML 2021 HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture Qian Lou, Lei Jiang

ICLR 2021 SAFENet: A Secure, Accurate and Fast Neural Network Inference Qian Lou, Yilin Shen, Hongxia Jin, Lei Jiang

NeurIPS 2020 AutoPrivacy: Automated Layer-Wise Parameter Selection for Secure Neural Network Inference Qian Lou, Song Bian, Lei Jiang

ICLR 2020 AutoQ: Automated Kernel-Wise Neural Network Quantization Qian Lou, Feng Guo, Lantao Liu, Minje Kim, Lei Jiang

NeurIPS 2020 Falcon: Fast Spectral Inference on Encrypted Data Qian Lou, Wen-jie Lu, Cheng Hong, Lei Jiang

NeurIPS 2020 Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data Qian Lou, Bo Feng, Geoffrey Charles Fox, Lei Jiang

ICCVW 2019 Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment Lei Jiang, Xiao-Jun Wu, Josef Kittler

IJCAI 2019 Feature Evolution Based Multi-Task Learning for Collaborative Filtering with Social Trust Qitian Wu, Lei Jiang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen

NeurIPS 2019 SHE: A Fast and Accurate Deep Neural Network for Encrypted Data Qian Lou, Lei Jiang