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09/03/2023
Large AI Model Empowered Multimodal Semantic Communications
Multimodal signals, including text, audio, image and video, can be integ...
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08/29/2023
LAMBO: Large Language Model Empowered Edge Intelligence
Next-generation edge intelligence is anticipated to bring huge benefits ...
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07/21/2023
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning
To alleviate the shortage of computing power faced by clients in trainin...
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07/16/2023
STAR-RIS Enhanced Joint Physical Layer Security and Covert Communications for Multi-antenna mmWave Systems
This paper investigates the utilization of simultaneously transmitting a...
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07/07/2023
Large AI Model-Based Semantic Communications
Semantic communication (SC) is an emerging intelligent paradigm, offerin...
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06/16/2023
Adversarially robust clustering with optimality guarantees
We consider the problem of clustering data points coming from sub-Gaussi...
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05/06/2023
Simultaneously Transmitting and Reflecting RIS (STAR-RIS) Assisted Multi-Antenna Covert Communications: Analysis and Optimization
This paper investigates the multi-antenna covert communications assisted...
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05/06/2023
STAR-RIS Aided Covert Communication
This paper investigates the multi-antenna covert communications assisted...
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03/28/2023
Polar Coded Integrated Data and Energy Networking: A Deep Neural Network Assisted End-to-End Design
Wireless sensors are everywhere. To address their energy supply, we prop...
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03/01/2023
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity
The proposed method in this paper proposes an end-to-end unsupervised se...
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02/23/2023
A novel efficient Multi-view traffic-related object detection framework
With the rapid development of intelligent transportation system applicat...
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05/27/2022
Task-load-Aware Game-Theoretic Framework for Wireless Federated Learning
Federated learning (FL) has been proposed as a popular learning framewor...
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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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02/24/2022
Joint Program Partitioning and Resource Allocation for Completion Time Minimization in Multi-MEC Systems
This paper considers a practical mobile edge computing (MEC) system, whe...
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08/09/2021
Multi-User Cooperative Computation Framework Based on Bertrand Game
In this paper, a multi-user cooperative computing framework is applied t...
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06/03/2021
Matching-Theory-Based Multi-User Cooperative Computing Framework
In this paper, we propose a matching theory based multi-user cooperative...
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05/30/2021
A Joint Power Splitting, Active and Passive Beamforming Optimization Framework for IRS Assisted MIMO SWIPT System
This paper considers an intelligent reflecting surface (IRS) assisted mu...
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05/19/2021
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion
In recent years, knowledge graph completion methods have been extensivel...
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04/29/2021
Connecting AI Learning and Blockchain Mining in 6G Systems
The sixth generation (6G) systems are generally recognized to be establi...
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04/22/2021
An Efficient One-Class SVM for Anomaly Detection in the Internet of Things
Insecure Internet of things (IoT) devices pose significant threats to cr...
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10/24/2020
Optimizing Multi-UAV Deployment in 3D Space to Minimize Task Completion Time in UAV-Enabled Mobile Edge Computing Systems
In Unmanned Aerial Vehicle (UAV)-enabled mobile edge computing (MEC) sys...
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10/02/2020
6G Cellular Networks and Connected Autonomous Vehicles
With 5G mobile communication systems been commercially rolled out, resea...
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09/29/2020
Weighted Sum-Rate Maximization for Intelligent Reflecting Surface Assisted Multi-Cell MU-MIMO Communications
In this paper, we investigate an intelligent reflecting surface (IRS) as...
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06/30/2020
A Comparative Study of Network Traffic Representations for Novelty Detection
Data representation plays a critical role in the performance of novelty ...
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05/29/2020
Energy Self-Sustainability in Full-Spectrum 6G
Full-spectrum ranging from sub 6 GHz to THz and visible light will be ex...
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05/21/2020
Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration
We consider the optimization of distributed resource scheduling to minim...
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02/21/2020
H-AP Deployment for Joint Wireless Information and Energy Transfer in Smart Cities
With the wireless communication being more various in the future, it's b...
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01/24/2020
Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks
An online resource scheduling framework is proposed for minimizing the s...
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06/06/2019
Tensor Processing Units for Financial Monte Carlo
Monte Carlo methods are core to many routines in quantitative finance su...
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04/08/2019
RL-Based User Association and Resource Allocation for Multi-UAV enabled MEC
In this paper, multi-unmanned aerial vehicle (UAV) enabled mobile edge c...
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03/27/2019
High Performance Monte Carlo Simulation of Ising Model on TPU Clusters
Large scale deep neural networks profited from an emerging class of AI a...
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12/29/2017
Dynamic Load-Balancing Vertical Control for Large-Scale Software-Defined Internet of Things
As the global Internet of things increasingly is popular with consumers ...
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11/21/2017
Optimal Task Allocation in Near-Far Computing Enhanced C-RAN for Wireless Big Data Processing
With the increasing popularity of user equipments (UEs), the correspondi...
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09/23/2015
Density Estimation via Discrepancy
Given i.i.d samples from some unknown continuous density on hyper-rectan...
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04/05/2014
Density Estimation via Adaptive Partition and Discrepancy Control
Given iid samples from some unknown continuous density on hyper-rectangl...
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06/28/2013
Simple one-pass algorithm for penalized linear regression with cross-validation on MapReduce
In this paper, we propose a one-pass algorithm on MapReduce for penalize...
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04/11/2012