基本信息
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职业迁徙
个人简介
My research interests include the following:
Design algorithms to improve the Resilience, Interoperability, Scalability (RIS) of IoT devices.
Deep optimization, deployment, and efficient execution of a wide range of ML models on AIoT boards, small CPUs, and MCUs based devices.
Design resource-friendly algorithms that enable tiny devices to locally re-train themselves on-the-fly (after deployment) using the unseen real-world data patterns.
Design compression algorithms to improve communication efficiency when distributed global ML model training and when collaborative learning in IoT.
研究兴趣
论文共 47 篇作者统计合作学者相似作者
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Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing (2023)
Proceedings of the 28th Annual International Conference on Mobile Computing And Networking (2022)
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing (2022)
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