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07/25/2023
CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer
Contour based scene text detection methods have rapidly developed recent...
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06/01/2023
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
Edge artificial intelligence (AI) has been a promising solution towards ...
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05/04/2023
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
Vertical federated learning (FL) is a collaborative machine learning fra...
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03/20/2023
Task-Oriented Communications for 6G: Vision, Principles, and Technologies
Driven by the interplay among artificial intelligence, digital twin, and...
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02/05/2023
Optimal subsampling for the Cox proportional hazards model with massive survival data
The use of massive survival data has become common in survival analysis....
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02/01/2023
Learning from Stochastic Labels
Annotating multi-class instances is a crucial task in the field of machi...
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10/20/2022
UAV-Assisted Multi-Cluster Over-the-Air Computation
In this paper, we study unmanned aerial vehicles (UAVs) assisted wireles...
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10/19/2022
Over-the-Air Computation: Foundations, Technologies, and Applications
The rapid advancement of artificial intelligence technologies has given ...
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09/28/2022
Class-Imbalanced Complementary-Label Learning via Weighted Loss
Complementary-label learning (CLL) is a common application in the scenar...
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08/13/2022
Trustworthy Federated Learning via Blockchain
The safety-critical scenarios of artificial intelligence (AI), such as a...
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06/27/2022
TextDCT: Arbitrary-Shaped Text Detection via Discrete Cosine Transform Mask
Arbitrary-shaped scene text detection is a challenging task due to the v...
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06/16/2022
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks with User Admission Control
Reconfigurable intelligent surface (RIS) has emerged as a cost-effective...
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06/06/2022
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks
Federated learning (FL) over resource-constrained wireless networks has ...
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05/20/2022
6G Network AI Architecture for Everyone-Centric Customized Services
Mobile communication standards were developed for enhancing transmission...
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05/16/2022
Distributed Feature Selection for High-dimensional Additive Models
Distributed statistical learning is a common strategy for handling massi...
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04/04/2022
Gan-Based Joint Activity Detection and Channel Estimation For Grant-free Random Access
Joint activity detection and channel estimation (JADCE) for grant-free r...
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03/31/2022
Differentially Private Federated Learning via Reconfigurable Intelligent Surface
Federated learning (FL), as a disruptive machine learning paradigm, enab...
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03/29/2022
Over-the-Air Federated Learning via Second-Order Optimization
Federated learning (FL) is a promising learning paradigm that can tackle...
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01/24/2022
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning
Federated learning (FL), as an emerging edge artificial intelligence par...
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12/06/2021
Pairwise Learning for Neural Link Prediction
In this paper, we aim at providing an effective Pairwise Learning Neural...
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06/19/2021
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee
Massive access is a critical design challenge of Internet of Things (IoT...
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06/15/2021
Over-the-Air Decentralized Federated Learning
In this paper, we consider decentralized federated learning (FL) over wi...
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05/23/2021
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation
Federated learning (FL) is recognized as a key enabling technology to pr...
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05/11/2021
Over-the-Air Computation via Reconfigurable Intelligent Surface
Over-the-air computation (AirComp) is a disruptive technique for fast wi...
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05/11/2021
Optimal Receive Beamforming for Over-the-Air Computation
In this paper, we consider fast wireless data aggregation via over-the-a...
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01/25/2021
UAV-Assisted Over-the-Air Computation
Over-the-air computation (AirComp) provides a promising way to support u...
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01/14/2021
A new volatility model: GQARCH-Itô model
Volatility asymmetry is a hot topic in high-frequency financial market. ...
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01/13/2021
Reconfigurable Intelligent Surface for Massive Connectivity
With the rapid development of Internet of Things (IoT), massive machine-...
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01/02/2021
Optimizing Information Freshness for Cooperative IoT Systems with Stochastic Arrivals
This paper considers a cooperative Internet of Things (IoT) system with ...
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11/10/2020
Federated Learning via Intelligent Reflecting Surface
Over-the-air computation (AirComp) based federated learning (FL) is capa...
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10/30/2020
Fast Convergence Algorithm for Analog Federated Learning
In this paper, we consider federated learning (FL) over a noisy fading m...
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09/16/2020
Reconfigurable Intelligent Surface Assisted Massive MIMO with Antenna Selection
Antenna selection is capable of reducing the hardware complexity of mass...
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05/21/2020
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation
Over-the-air computation (AirComp) is a promising technology that is cap...
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05/15/2020
Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming
Intelligent reflecting surface (IRS) has the potential to significantly ...
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05/14/2020
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks
In multiple-input multiple-output (MIMO) device-to-device (D2D) networks...
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05/09/2020
Vehicle Re-Identification Based on Complementary Features
In this work, we present our solution to the vehicle re-identification (...
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05/04/2020
Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks
The adoption of reconfigurable intelligent surface (RIS) in wireless net...
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04/28/2020
Communication-Efficient Edge AI Inference Over Wireless Networks
Given the fast growth of intelligent devices, it is expected that a larg...
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04/13/2020
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface
Intelligent Internet-of-Things (IoT) will be transformative with the adv...
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03/17/2020
Age of Information for Multicast Transmission with Fixed and Random Deadlines in IoT Systems
In this paper, we consider the multicast transmission of a real-time Int...
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02/06/2020
On the Age of Information for Multicast Transmission with Hard Deadlines in IoT Systems
We consider the multicast transmission of a real-time Internet of Things...
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01/13/2020
Age-Oriented Opportunistic Relaying in Cooperative Status Update Systems with Stochastic Arrivals
This paper considers a cooperative status update system with a source ai...
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12/02/2019
Reconfigurable Intelligent Surface for Green Edge Inference
Reconfigurable intelligent surface (RIS) as an emerging cost-effective t...
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10/16/2019
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access
Reconfigurable intelligent surface (RIS) has recently been recognized as...
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07/05/2019
Forecasting security's volatility using low-frequency historical data, high-frequency historical data and option-implied volatility
Low-frequency historical data, high-frequency historical data and option...
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06/22/2019
Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks
Intelligent reflecting surface (IRS) has recently been recognized a prom...
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04/19/2019
Video Object Segmentation and Tracking: A Survey
Object segmentation and object tracking are fundamental research area in...
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11/19/2018
iQIYI-VID: A Large Dataset for Multi-modal Person Identification
Person identification in the wild is very challenging due to great varia...
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01/21/2018
Further study on the maximum number of bent components of vectorial functions
In 2018, Pott, at al. have studied in [IEEE Transactions on Information ...
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11/19/2017
