b'Yong Zhou'

research

∙ 07/25/2023

CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer

Contour based scene text detection methods have rapidly developed recent...

0 Zhiwen Shao, et al. ∙

research

∙ 06/01/2023

Integrated Sensing-Communication-Computation for Edge Artificial Intelligence

Edge artificial intelligence (AI) has been a promising solution towards ...

0 Dingzhu Wen, et al. ∙

research

∙ 05/04/2023

Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization

Vertical federated learning (FL) is a collaborative machine learning fra...

0 Yuanming Shi, et al. ∙

research

∙ 03/20/2023

Task-Oriented Communications for 6G: Vision, Principles, and Technologies

Driven by the interplay among artificial intelligence, digital twin, and...

0 Yuanming Shi, et al. ∙

research

∙ 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....

0 Nan Qiao, et al. ∙

research

∙ 02/01/2023

Learning from Stochastic Labels

Annotating multi-class instances is a crucial task in the field of machi...

0 Meng Wei, et al. ∙

research

∙ 10/20/2022

UAV-Assisted Multi-Cluster Over-the-Air Computation

In this paper, we study unmanned aerial vehicles (UAVs) assisted wireles...

0 Min Fu, et al. ∙

research

∙ 10/19/2022

Over-the-Air Computation: Foundations, Technologies, and Applications

The rapid advancement of artificial intelligence technologies has given ...

0 Zhibin Wang, et al. ∙

research

∙ 09/28/2022

Class-Imbalanced Complementary-Label Learning via Weighted Loss

Complementary-label learning (CLL) is a common application in the scenar...

0 Meng Wei, et al. ∙

research

∙ 08/13/2022

Trustworthy Federated Learning via Blockchain

The safety-critical scenarios of artificial intelligence (AI), such as a...

0 Zhanpeng Yang, et al. ∙

research

∙ 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...

9 Yuchen Su, et al. ∙

research

∙ 06/16/2022

Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks with User Admission Control

Reconfigurable intelligent surface (RIS) has emerged as a cost-effective...

0 Jinglian He, et al. ∙

research

∙ 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 ...

0 Zhibin Wang, et al. ∙

research

∙ 05/20/2022

6G Network AI Architecture for Everyone-Centric Customized Services

Mobile communication standards were developed for enhancing transmission...

0 Yang Yang, et al. ∙

research

∙ 05/16/2022

Distributed Feature Selection for High-dimensional Additive Models

Distributed statistical learning is a common strategy for handling massi...

0 Yifan He, et al. ∙

research

∙ 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...

0 Shuang Liang, et al. ∙

research

∙ 03/31/2022

Differentially Private Federated Learning via Reconfigurable Intelligent Surface

Federated learning (FL), as a disruptive machine learning paradigm, enab...

0 Yuhan Yang, et al. ∙

research

∙ 03/29/2022

Over-the-Air Federated Learning via Second-Order Optimization

Federated learning (FL) is a promising learning paradigm that can tackle...

0 Peng Yang, et al. ∙

research

∙ 01/24/2022

Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning

Federated learning (FL), as an emerging edge artificial intelligence par...

0 Wenzhi Fang, et al. ∙

research

∙ 12/06/2021

Pairwise Learning for Neural Link Prediction

In this paper, we aim at providing an effective Pairwise Learning Neural...

0 Zhitao Wang, et al. ∙

research

∙ 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...

16 Yandong Shi, et al. ∙

research

∙ 06/15/2021

Over-the-Air Decentralized Federated Learning

In this paper, we consider decentralized federated learning (FL) over wi...

0 Yandong Shi, et al. ∙

research

∙ 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...

0 Shaoming Huang, et al. ∙

research

∙ 05/11/2021

Over-the-Air Computation via Reconfigurable Intelligent Surface

Over-the-air computation (AirComp) is a disruptive technique for fast wi...

0 Wenzhi Fang, et al. ∙

research

∙ 05/11/2021

Optimal Receive Beamforming for Over-the-Air Computation

In this paper, we consider fast wireless data aggregation via over-the-a...

0 Wenzhi Fang, et al. ∙

research

∙ 01/25/2021

UAV-Assisted Over-the-Air Computation

Over-the-air computation (AirComp) provides a promising way to support u...

0 Min Fu, et al. ∙

research

∙ 01/14/2021

A new volatility model: GQARCH-Itô model

Volatility asymmetry is a hot topic in high-frequency financial market. ...

0 Huiling Yuan, et al. ∙

research

∙ 01/13/2021

Reconfigurable Intelligent Surface for Massive Connectivity

With the rapid development of Internet of Things (IoT), massive machine-...

0 Shuhao Xia, et al. ∙

research

∙ 01/02/2021

Optimizing Information Freshness for Cooperative IoT Systems with Stochastic Arrivals

This paper considers a cooperative Internet of Things (IoT) system with ...

0 Bohai Li, et al. ∙

research

∙ 11/10/2020

Federated Learning via Intelligent Reflecting Surface

Over-the-air computation (AirComp) based federated learning (FL) is capa...

0 Zhibin Wang, et al. ∙

research

∙ 10/30/2020

Fast Convergence Algorithm for Analog Federated Learning

In this paper, we consider federated learning (FL) over a noisy fading m...

0 Shuhao Xia, et al. ∙

research

∙ 09/16/2020

Reconfigurable Intelligent Surface Assisted Massive MIMO with Antenna Selection

Antenna selection is capable of reducing the hardware complexity of mass...

0 Jinglian He, et al. ∙

research

∙ 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...

0 Wenzhi Fang, et al. ∙

research

∙ 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 ...

0 Wenzhi Fang, et al. ∙

research

∙ 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...

0 Min Fu, et al. ∙

research

∙ 05/09/2020

Vehicle Re-Identification Based on Complementary Features

In this work, we present our solution to the vehicle re-identification (...

25 Cunyuan Gao, et al. ∙

research

∙ 05/04/2020

Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks

The adoption of reconfigurable intelligent surface (RIS) in wireless net...

0 Siyuan Sun, et al. ∙

research

∙ 04/28/2020

Communication-Efficient Edge AI Inference Over Wireless Networks

Given the fast growth of intelligent devices, it is expected that a larg...

0 Kai Yang, et al. ∙

research

∙ 04/13/2020

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface

Intelligent Internet-of-Things (IoT) will be transformative with the adv...

0 Kai Yang, et al. ∙

research

∙ 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...

0 Jie Li, et al. ∙

research

∙ 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...

0 Jie Li, et al. ∙

research

∙ 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...

0 Bohai Li, et al. ∙

research

∙ 12/02/2019

Reconfigurable Intelligent Surface for Green Edge Inference

Reconfigurable intelligent surface (RIS) as an emerging cost-effective t...

0 Sheng Hua, et al. ∙

research

∙ 10/16/2019

Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access

Reconfigurable intelligent surface (RIS) has recently been recognized as...

0 Min Fu, et al. ∙

research

∙ 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...

0 Huiling Yuan, et al. ∙

research

∙ 06/22/2019

Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks

Intelligent reflecting surface (IRS) has recently been recognized a prom...

0 Min Fu, et al. ∙

research

∙ 04/19/2019

Video Object Segmentation and Tracking: A Survey

Object segmentation and object tracking are fundamental research area in...

0 Rui Yao, et al. ∙

research

∙ 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...

0 Yuanliu Liu, et al. ∙

research

∙ 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 ...

0 Sihem Mesnager, et al. ∙

research

∙ 11/19/2017

A novel total variation model based on kernel functions and its application

The total variation (TV) model and its related variants have already bee...

0 Zhizheng Liang, et al. ∙

Yong Zhou

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