Junyu Xue


Publications

The underscore refers to the first author, and * is the corresponding author.

2025

  • DualNILM: Energy Injection Identification Enabled Disaggregation with Deep Multi-Task Learning
    Xudong Wang, Guoming Tang*, Junyu Xue, Srinivasan Keshav, Tongxin Li, Chris Ding
    Preprint.
    [paper]

  • Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring
    Junyu Xue, Xudong Wang, Xiaoling He, Shicheng Liu, Yi Wang, Guoming Tang*
    Preprint. (accepted to ACM Buildsys'25)
    [paper]

2024

  • Towards Real-World Deployment of NILM Systems: Challenges and Practices
    Junyu Xue, Yu Zhang, Xudong Wang, Yi Wang, Guoming Tang*
    14th IEEE International Conference on Sustainable Computing and Communications (SustainCom)
    [paper] Best Paper Award