Xiao-Yu Zhang

Publications

• Privacy-Functionality Trade-Off: A Privacy-Preserving Multi-Channel Smart Metering System
• Differential privacy for deep learning-based online energy disaggregation system
• Feeder-Level Deep Learning-based Photovoltaic Penetration Estimation Scheme
• Privacy boundary determination of smart meter data using an artificial intelligence adversary
• Multi-Quantile Recurrent Neural Network for Feeder-Level Probabilistic Energy Disaggregation Considering Roof-Top Solar Energy
• Multi-quantile recurrent neural network for feeder-level probabilistic energy disaggregation considering roof-top solar energy
• A Hybrid ConvLSTM-based Anomaly Detection Approach for Combating Energy Theft