@inproceedings{millar2025benchmarking,
  author    = {Josh Millar and Yushan Huang and Sarab Sethi and Hamed Haddadi and Anil Madhavapeddy},
  title     = {Benchmarking Ultra-Low-Power {$\mu$NPUs}},
  booktitle = {Proceedings of the 31st Annual International Conference on Mobile Computing and Networking},
  year      = {2025},
  pages     = {1060--1074},
  doi       = {10.1145/3680207.3765264}
}


@inproceedings{huang2024energy,
  author    = {Yushan Huang and Taesik Gong and SiYoung Jang and Fahim Kawsar and Chulhong Min},
  title     = {Energy Characterization of Tiny {AI} Accelerator-Equipped Microcontrollers},
  booktitle = {Proceedings of the 2nd International Workshop on Human-Centered Sensing, Networking, and Multi-Device Systems},
  year      = {2024},
  pages     = {1--6},
  doi       = {10.1145/3698388.3699628}
}


@inproceedings{huang2024microt,
  author    = {Yushan Huang and Ranya Aloufi and Xavier Cadet and Yuchen Zhao and Payam Barnaghi and Hamed Haddadi},
  title     = {Low-Energy On-Device Personalization for {MCUs}},
  booktitle = {2024 IEEE/ACM Symposium on Edge Computing (SEC)},
  year      = {2024},
  pages     = {45--58},
  doi       = {10.1109/SEC62691.2024.00012}
}


@inproceedings{huang2024tbft,
  author    = {Yushan Huang and Josh Millar and Yuxuan Long and Yuchen Zhao and Hamed Haddadi},
  title     = {Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices},
  booktitle = {Proceedings of the 4th Workshop on Machine Learning and Systems},
  year      = {2024},
  pages     = {73--80},
  doi       = {10.1145/3642970.3655826}
}


@article{huang2024entropy,
  author  = {Yushan Huang and Yuchen Zhao and Alexander Capstick and Francesca Palermo and Hamed Haddadi and Payam Barnaghi},
  title   = {Analyzing entropy features in time-series data for pattern recognition in neurological conditions},
  journal = {Artificial Intelligence in Medicine},
  volume  = {150},
  pages   = {102821},
  year    = {2024},
  doi     = {10.1016/j.artmed.2024.102821}
}


@inproceedings{huang2023batteryfree,
  author    = {Yushan Huang and Hamed Haddadi},
  title     = {Poster: Towards Battery-Free Machine Learning Inference and Model Personalization on {MCUs}},
  booktitle = {Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services},
  year      = {2023},
  pages     = {571--572},
  doi       = {10.1145/3581791.3597371}
}


@inproceedings{huang2022entropy,
  author    = {Yushan Huang and Yuchen Zhao and Hamed Haddadi and Payam Barnaghi},
  title     = {Using Entropy Measures for Monitoring the Evolution of Activity Patterns},
  booktitle = {2022 IEEE 8th World Forum on Internet of Things (WF-IoT)},
  year      = {2022},
  pages     = {1--6},
  doi       = {10.1109/WF-IoT54382.2022.10152050}
}


@inproceedings{huang2021wavelet,
  author    = {Yushan Huang and Yu Chen and Zhenyu Hu},
  title     = {Thermal error modeling and analysis of {CNC} machine tools based on wavelet neural network},
  booktitle = {2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE)},
  year      = {2021},
  pages     = {454--457},
  doi       = {10.1109/ICCECE51280.2021.9342155}
}


@article{huang2021lstm,
  author  = {Yushan Huang and Jihong Chen and Yu Chen and Guangda Xu},
  title   = {Thermal error modeling for machine tool feed axis based on {LSTM} neural network considering electro-control data},
  journal = {Modern Manufacturing Engineering},
  number  = {10},
  pages   = {25--32},
  year    = {2021},
  doi     = {10.16731/j.cnki.1671-3133.2021.10.004}
}


@inproceedings{quan2019vehicle,
  author    = {Zikun Quan and Ning Gao and Yushan Huang},
  title     = {Research on Vehicle Network Architecture and Key Technologies Based on Cloud Computing and {Wsn}},
  booktitle = {Proceedings of the 2019 International Conference on Math and Engineering},
  year      = {2019},
  pages     = {574--577},
  doi       = {10.25236/icme.2019.107}
}