Yinyan Liu

Unsupervised Domain Adaptation for Nonintrusive Load Monitoring Via Adversarial and Joint Adaptation Network

Yinyan Liu, Li Zhong, Jing Qiu et al. · IEEE Transactions on Industrial Informatics · 2021 · 79 citations

Artificial Intelligence, Engineering, Machine Learning +16

SAMNet: Toward Latency-Free Non-Intrusive Load Monitoring via Multi-Task Deep Learning

Yinyan Liu, Jing Qiu, Jin Ma · IEEE Transactions on Smart Grid · 2021 · 59 citations

Artificial Intelligence, Engineering, Machine Learning +22

Flow Adversarial Networks: Flowrate Prediction for Gas–Liquid Multiphase Flows Across Different Domains

Delin Hu, Jinku Li, Yinyan Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 42 citations

Gas-liquid Mixtures, Convolutional Neural Network, Flow Control +21

A home energy management system incorporating data-driven uncertainty-aware user preference

Yinyan Liu, Jin Ma, Xinjie Xing et al. · Applied Energy · 2022 · 41 citations

Engineering, Intelligent Energy System, Smart Grid +10

Experimental measurement of oil–water two-phase flow by data fusion of electrical tomography sensors and venturi tube

Yinyan Liu, Yuchi Deng, Maomao Zhang et al. · Measurement Science and Technology · 2017 · 29 citations

Engineering, Measurement, Fluid Mechanics +22