Publications

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

2025

• BandPilot: Towards Performance-Aware GPU Dispatching in AI Clusters
  Kunming Zhang, Hanlong Liao, Junyu Xue, Guoming Tang*
  Preprint.
  [paper]
  

• 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
  

2023

• Fast-DecoupledNet: An Improved Multi-branch Edge Enhanced Semantic Segmentation Network
  Junyu Xue, Zhiyuan Zhang*
  2023 5th International Conference on Artificial Intelligence Technologies and Applications (ICAITA 2023)
  [paper]

• A Review of Artificial Intelligence in Marine Science
  Song Tao, Cong Pang, Boyang Hou, Guangxu Xu, Junyu Xue, Handan Sun, Fan Meng*
  Frontiers in Earth Science, 2023, 11: 1090185.
  [paper]