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07/29/2023
Efficient Semi-Supervised Federated Learning for Heterogeneous Participants
Federated Learning (FL) has emerged to allow multiple clients to collabo...
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07/12/2023
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation
Diffusion probabilistic models (DPMs) have shown remarkable results on v...
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04/20/2023
Diversifying the High-level Features for better Adversarial Transferability
Given the great threat of adversarial attacks against Deep Neural Networ...
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04/19/2023
Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline
Individuals high in social anxiety symptoms often exhibit elevated state...
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04/03/2023
Wearable Sensor-based Multimodal Physiological Responses of Socially Anxious Individuals across Social Contexts
Correctly identifying an individual's social context from passively worn...
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12/19/2022
Adaptive Control of Client Selection and Gradient Compression for Efficient Federated Learning
Federated learning (FL) allows multiple clients cooperatively train mode...
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08/03/2022
AACC: Asymmetric Actor-Critic in Contextual Reinforcement Learning
Reinforcement Learning (RL) techniques have drawn great attention in man...
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03/29/2022
Graph Neural Networks in IoT: A Survey
The Internet of Things (IoT) boom has revolutionized almost every corner...
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12/29/2021
Socially-Optimal Mechanism Design for Incentivized Online Learning
Multi-arm bandit (MAB) is a classic online learning framework that studi...
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07/02/2021
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques
Mobile Sensing Apps have been widely used as a practical approach to col...
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03/23/2021
Taming Time-Varying Information Asymmetry in Fresh Status Acquisition
Many online platforms are providing valuable real-time contents (e.g., t...
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09/16/2020
Monetizing Edge Service in Mobile Internet Ecosystem
In mobile Internet ecosystem, Mobile Users (MUs) purchase wireless data ...
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04/02/2020
Enhance the performance of navigation: A two-stage machine learning approach
Real time traffic navigation is an important capability in smart transpo...
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11/27/2019
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds
We propose a novel end-to-end deep scene flow model, called PointPWC-Net...
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05/16/2019
Economic Viability of Data Trading with Rollover
Mobile Network Operators (MNOs) are providing more flexible wireless dat...
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05/15/2019
Multi-Cap Optimization for Wireless Data Plans with Time Flexibility
An effective way for a Mobile network operator (MNO) to improve its reve...
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03/26/2019
Duopoly Competition for Mobile Data Plans with Time Flexibility
The growing competition drives the mobile network operators (MNOs) to ex...
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08/31/2018
Exploring Time Flexibility in Wireless Data Plans
Recently, the mobile network operators (MNOs) are exploring more time fl...
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08/31/2018