Duan, Lin
- LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets
2020/08/07 by Li, Ang, Sun, Jingwei, Wang, Binghui +4 · 4 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization
2021/02/20 by Huanrui Yang, Yang, Huanrui, Lin Duan +5 · 5 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information
2023/05/17 by Lin Duan, Duan, Lin, Jingwei Sun +5 · 4 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data