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11/13/2018
Private Model Compression via Knowledge Distillation
The soaring demand for intelligent mobile applications calls for deployi...
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09/11/2018
Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks
Meta-graph is currently the most powerful tool for similarity search on ...
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09/10/2018
Deep Learning Towards Mobile Applications
Recent years have witnessed an explosive growth of mobile devices. Mobil...
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09/10/2018
Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud
The increasing demand for on-device deep learning services calls for a h...
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08/29/2018
dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction
Mood disorders are common and associated with significant morbidity and ...
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06/19/2018
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis
Network analysis of human brain connectivity is critically important for...
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03/23/2018
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection
The increasing use of electronic forms of communication presents new opp...
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03/23/2018
Broad Learning for Healthcare
A broad spectrum of data from different modalities are generated in the ...
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11/07/2017
Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep Learning
With the rapid growth in smartphone usage, more organizations begin to f...
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08/19/2015
Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification
Mining discriminative subgraph patterns from graph data has attracted gr...
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06/03/2015
Multi-view Machines
For a learning task, data can usually be collected from different source...
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05/20/2013