Sicong Liu
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| title | conference | date |
|---|---|---|
| AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications | UbiComp 2021 | 2021-09-21 |
A runtime system called AdaSpring bundles multiple compressed architectures and weights into a single retraining-free and self-evolutionary network and runs a… | ||
| Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptative Model Partition | UbiComp 2021 | 2021-09-21 |
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… | ||
| Privacy Adversarial Network: Representation Learning for Mobile Data Privacy | UbiComp / ISWC 2020 | 2020-09-12 |
Introduces PAN, a device-side encoder trained with a utility discriminator and one or two adversaries to force representations to keep task-relevant signals… | ||
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