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01/11/2023
Excess Distortion Exponent Analysis for Semantic-Aware MIMO Communication Systems
In this paper, the analysis of excess distortion exponent for joint sour...
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11/14/2022
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
Copyright protection of the Federated Learning (FL) model has become a m...
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11/14/2022
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring
Federated learning (FL) allows multiple participants to collaboratively ...
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10/21/2022
Energy Efficiency of Massive Random Access in MIMO Quasi-Static Rayleigh Fading Channels with Finite Blocklength
This paper considers the massive random access problem in MIMO quasi-sta...
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08/11/2022
Learning Based Joint Coding-Modulation for Digital Semantic Communication Systems
In learning-based semantic communications, neural networks have replaced...
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04/30/2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data
Existing deep learning-enabled semantic communication systems often rely...
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01/29/2022
An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation
A new source model, which consists of an intrinsic state part and an ext...
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05/24/2021
Cascading Bandit under Differential Privacy
This paper studies differential privacy (DP) and local differential priv...
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04/17/2021
Conservative Contextual Combinatorial Cascading Bandit
Conservative mechanism is a desirable property in decision-making proble...
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06/30/2020
On the Fundamental Limits of Coded Caching Systems with Restricted Demand Types
Caching is a technique to reduce the communication load in peak hours by...
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04/03/2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip
Although Shannon theory states that it is asymptotically optimal to sepa...
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02/26/2020
Symmetric uncoded caching schemes with low subpacketization levels
Caching is a commonly used technique in content-delivery networks which ...
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11/21/2019
Improving Unsupervised Domain Adaptation with Variational Information Bottleneck
Domain adaptation aims to leverage the supervision signal of source doma...
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10/18/2019
Secure Coded Caching with Colluding Users
In a secure coded caching system, a central server balances the traffic ...
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04/02/2019
On Geometric Structure of Activation Spaces in Neural Networks
In this paper, we investigate the geometric structure of activation spac...
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01/11/2018
New Results on Multilevel Diversity Coding with Secure Regeneration
The problem of multilevel diversity coding with secure regeneration is r...
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12/09/2017