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Yi Zhang

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titleconferencedate
Synchronized Behavior Checking: A Method for Finding Missed Compiler OptimizationsOOPSLA 20252025-10-16
Synchronized Behavior Checking cross-validates pairs of optimizations by mutating programs and checking co-occurring and complementary coordinated behaviors so…
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VeCare: Statistical Acoustic Sensing for Automotive In-Cabin MonitoringNSDI 20232023-04-17
System uses existing in-car speakers and a single microphone to compute correlated impulse-like channel responses and extract motion, breathing rate and speed…
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SLNet: A Spectrogram Learning Neural Network for Deep Wireless SensingNSDI 20232023-04-17
SLNet generates super-resolution spectrograms with a learned spectrogram enhancement network (SEN) trained on synthetic 1–5 component spectra, then applies a…
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METIER: A Deep Multi-Task Learning Based Activity and User Recognition Model Using Wearable SensorsUbiComp / ISWC 20202020-09-12
METIER jointly trains activity and user recognition and claims better robustness to new users and activity shifts by transferring knowledge between tasks…
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Detecting Security Hazards in SEAndroid Vendor Customizations via Large-Scale Supervised MLBlack Hat Asia 20182018-03-20
A tool called VSPMiner builds a training set from differential analysis of ~10,000 AOSP commits to label ~25,000 positive and ~24,000 negative SELinux rules…
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