Wen, Wujie

1. Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples
   2018/03/14 by Zihao Liu, Liu, Zihao, Qi Liu +7 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
2. CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference
   2022/09/24 by Ran Ran, Ran, Ran, Nuo Xu +9 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration
   2023/04/24 by Huang, Shaoyi, Fang, Haowen, Mahmood, Kaleel +7 · 3 citations
   #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
4. LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
   2023/09/25 by Hongwu Peng, Ran Ran, Peng, Hongwu +19 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #B.0 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
5. AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
   2023/08/20 by Hongwu Peng, Shaoyi Huang, Peng, Hongwu +25 · 2 citations
   Computer Science · #B.0 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework
   2018/03/14 by Zihao Liu, Liu, Zihao, Tao Liu +11 · 1 citation
   Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques #Performance (cs.PF)
7. Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems
   2018/02/02 by Ao Ren, Ren, Ao, Sijia Liu +9 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning and ELM #Neuroscience and Neural Engineering
8. Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks
   2018/02/14 by Qi Liu, Liu, Qi, Tao Liu +9 · 1 citation
   Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Radiation Effects in Electronics
9. E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs
   2018/12/12 by Li, Zhe, Ding, Caiwen, Wang, Siyue +8 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
10. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
    2019/03/23 by Shaokai Ye, Ye, Shaokai, Xiaoyu Feng +26 · 1 citation
    Computer Science · #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) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Speech and Audio Processing
11. Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds
    2019/04/09 by Liu, Zihao, Xu, Xiaowei, Liu, Tao +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
12. Secure and Efficient General Matrix Multiplication On Cloud Using Homomorphic Encryption
    2024/05/03 by Gao, Yang, Quan, Gang, Homsi, Soamar +2 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
13. Attacking the Spike: On the Transferability and Security of Spiking Neural Networks to Adversarial Examples
    2022/09/07 by Nuo Xu, Kaleel Mahmood, Xu, Nuo +9 · 1 citation
    Computer Science · Engineering · Materials Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural and Evolutionary Computing (cs.NE)
14. Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM
    2024/01/22 by Bingbing Li, Li, Bingbing, Geng Yuan +15 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Advanced Neural Network Applications