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Zhiwen Yu

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V-ORAM: A Versatile and Adaptive ORAM Framework with Service Transformation...USENIX Security '252025-08-13
V-ORAM presents a framework that switches between tree-based ORAMs via a service transformation protocol using real RAM as base ORAM, synchronizing metadata…
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AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile ApplicationsUbiComp 20212021-09-21
A runtime system called AdaSpring bundles multiple compressed architectures and weights into a single retraining-free and self-evolutionary network and runs a…
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Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptative Model PartitionUbiComp 20212021-09-21
A retraining-free framework called CAS builds a Partition State Graph and runs a graph-based adaptive DNN surgery algorithm that starts from the last solution…
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CityGuard: Citywide Fire Risk Forecasting Using A Machine Learning ApproachUbiComp / ISWC 20202020-09-12
Proposes a machine learning model called NeuroFire that models internal temporal signals (historical incidents), external temporal signals (weather) and…
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Adversarial Multi-view Networks for Activity RecognitionUbiComp / ISWC 20202020-09-12
Proposes DAMUN: a multi-view CNN extractor that builds temporal, spatial and spatio-temporal representations, fuses them with a trainable Hadamard fusion…
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