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01/28/2023
Characterizing and Detecting WebAssembly Runtime Bugs
WebAssembly (abbreviated WASM) has emerged as a promising language of th...
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08/01/2022
DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning
Federated learning (FL) is an emerging promising paradigm of privacy-pre...
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06/15/2022
Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading
This paper proposes Mandheling, the first system that enables highly res...
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01/14/2022
Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning
Federated learning (FL) is an emerging promising privacy-preserving mach...
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12/12/2021
Demystifying Developers' Issues in Distributed Training of Deep Learning Software
Deep learning (DL) has been pervasive in a wide spectrum of nowadays sof...
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03/27/2021
Multi-Facet Recommender Networks with Spherical Optimization
Implicit feedback is widely explored by modern recommender systems. Sinc...
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01/13/2021
C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era
Mobile devices enable users to retrieve information at any time and any ...
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12/02/2020
Understanding Characteristics of Commodity Serverless Computing Platforms
Serverless computing becomes the new trending paradigm in cloud computin...
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09/29/2020
MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
Model-Agnostic Meta-Learning (MAML) and its variants are popular few-sho...
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09/03/2019
A First Look at Blockchain-based Decentralized Applications
With the increasing popularity of blockchain technologies in recent year...
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05/10/2019
Virtual Mixup Training for Unsupervised Domain Adaptation
We study the problem of unsupervised domain adaptation which aims to ada...
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01/27/2019
Moving Deep Learning into Web Browser: How Far Can We Go?
Recently, several JavaScript-based deep learning frameworks have emerged...
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12/01/2017
Flexible Installability of Android Apps with App-level Virtualization based Decomposition
With the popularity of smartphones, users are heavily dependent on mobil...
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11/30/2017
Automating Release of Deep Link APIs for Android Applications
Unlike the Web where each web page has a global URL to reach, a specific...
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11/30/2017
Understanding Quality of Experiences on Different Mobile Browsers: Measurements, Analysis, and Implications
The web browser is one of the major channels to access the Internet on m...
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10/24/2017