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09/16/2023
CDDM: Channel Denoising Diffusion Models for Wireless Semantic Communications
Diffusion models (DM) can gradually learn to remove noise, which have be...
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08/04/2023
IRS-Enabled Covert and Reliable Communications: How Many Reflection Elements are Required?
Short-packet communications are applied to various scenarios where trans...
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08/04/2023
Covert and Reliable Short-Packet Communications against A Proactive Warder
Wireless short-packet communications pose challenges to the security and...
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05/16/2023
Fusion-Based Multi-User Semantic Communications for Wireless Image Transmission over Degraded Broadcast Channels
Degraded broadcast channels (DBC) are a typical multi-user communication...
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05/16/2023
CDDM: Channel Denoising Diffusion Models for Wireless Communications
Diffusion models (DM) can gradually learn to remove noise, which have be...
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01/28/2023
A Kriging Metamodel with Adaptive Sampling for Seismic Evaluation of Podium Buildings
In this paper, nonlinear time-history dynamic analyses of selected earth...
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10/01/2022
Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States
Actor-critic (AC) algorithms are a class of model-free deep reinforcemen...
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09/19/2022
Encrypted Semantic Communication Using Adversarial Training for Privacy Preserving
Semantic communication is implemented based on shared background knowled...
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09/02/2022
Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning
As an edge intelligence algorithm for multi-device collaborative trainin...
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06/15/2022
Coevolutionary Dynamics of Actions and Opinions in Social Networks
Modeling opinion formation and decision-making processes, important in t...
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02/05/2022
Age of Information-based Scheduling for Wireless D2D Systems with a Deep Learning Approach
Device-to-device (D2D) links scheduling for avoiding excessive interfere...
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01/18/2022
Structural Consensus in Networks with Directed Topologies and Its Cryptographic Implementation
The existing cryptosystem based approaches for privacy-preserving consen...
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11/19/2021
Autoencoder-based Semantic Communication Systems with Relay Channels
In this letter, we propose a semantic communication scheme for wireless ...
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09/24/2021
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience
Soft Actor-Critic (SAC) is an off-policy actor-critic reinforcement lear...
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08/16/2021
Optimal Actor-Critic Policy with Optimized Training Datasets
Actor-critic (AC) algorithms are known for their efficacy and high perfo...
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08/13/2021
IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition
Although recent works based on deep learning have made progress in impro...
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03/05/2021
Contrastive Disentanglement in Generative Adversarial Networks
Disentanglement is defined as the problem of learninga representation th...
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02/14/2020
Mobile Communications, Computing and Caching Resources Optimization for Coded Caching with Device Computing
Edge caching and computing have been regarded as an efficient approach t...
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02/10/2020
Resilient Consensus via Weight Learning and Its Application in Fault-Tolerant Clock Synchronization
This paper addresses the distributed consensus problem in the presence o...
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01/12/2020
Communications-Caching-Computing Tradeoff Analysis for Bidirectional Data Computation in Mobile Edge Networks
With the advent of the modern mobile traffic, e.g., online gaming, augme...
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08/12/2019
A Study on Angular Based Embedding Learning for Text-independent Speaker Verification
Learning a good speaker embedding is important for many automatic speake...
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08/06/2019
Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification
Speaker embeddings become growing popular in the text-independent speake...
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03/26/2019
Exploiting Computation Replication for Mobile Edge Computing: A Fundamental Computation-Communication Tradeoff Study
Existing works on task offloading in mobile edge computing (MEC) network...
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02/15/2019
Delay Outage Probability of Multi-relay Selection for Mobile Relay Edge Computing Systems
In this paper, we deal with the problem of relay selection in mobile edg...
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01/23/2019
Bandwidth Gain from Mobile Edge Computing and Caching in Wireless Multicast Systems
In this paper, we present a novel mobile edge computing (MEC) model wher...
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07/15/2018
Modeling and Trade-off for Mobile Communication, Computing and Caching Networks
Computation task service delivery in a computing-enabled and caching-aid...
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06/23/2018
Communications, Caching and Computing for Mobile Virtual Reality: Modeling and Tradeoff
Virtual reality (VR) over wireless is emerging as an important use case ...
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04/27/2018
Communication, Computing and Caching for Mobile VR Delivery: Modeling and Trade-off
Mobile virtual reality (VR) delivery is gaining increasing attention fro...
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04/02/2018
Impact of Channel State Misreporting on Multi-user Massive MIMO Scheduling Performance
The robustness of system throughput with scheduling is a critical issue....
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02/21/2018