@inproceedings{kwon2026ondeviceml,
author = {Kwon, Young D.},
title = {Efficient On-Device Intelligence: From Continual Adaptation to Generative AI on Edge Devices},
year = {2026},
isbn = {9798400727115},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3812835.3814808},
doi = {10.1145/3812835.3814808},
booktitle = {Proceedings of the 24th Annual International Conference on Mobile Systems, Applications and Services Companion},
pages = {86–87},
numpages = {2},
keywords = {efficient ML, generative AI, LLM acceleration, diffusion model compression, continual learning, test-time adaptation, speculative decoding, mobile systems, edge computing, IoT},
location = {University of Cambridge, Cambridge, United Kingdom},
series = {MobiSys Companion '26}
}