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Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection

https://doi.org/10.1109/BigData62323.2024.10825448

Garcia, Kevin; Perez, Juan M; Gao, Yifeng (December 2024, IEEE)

Free, publicly-accessible full text available December 15, 2025
Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events

https://doi.org/10.1109/IOLTS52814.2021.9486701

Gao, Yifeng; Makrani, Hosein Mohammadi; Aliasgari, Mehrdad; Rezaei, Amin; Lin, Jessica; Homayoun, Houman; Sayadi, Hossein (June 2021, IEEE International Symposium on On-Line Testing and Robust System Design)

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StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features

https://doi.org/10.1145/3386263.3407585

Sayadi, Hossein; Gao, Yifeng; Mohammadi Makrani, Hosein; Mohsenin, Tinoosh; Sasan, Avesta; Rafatirad, Setareh; Lin, Jessica; Homayoun, Houman (September 2020, Proceedings of 2020 Great Lakes Symposium on VLSI (GLSVLSI'20))
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