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01/25/2023
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective
Recently, graph-based models designed for downstream tasks have signific...
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10/11/2022
Covert Communication Gains from Adversary's Uncertainty of Phase Angles
This work investigates the phase gain of intelligent reflecting surface ...
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04/25/2022
On Discrete Age of Information of Infinite Size Status Updating System
In this paper, for the discrete time status updating system with infinit...
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12/30/2021
TextRGNN: Residual Graph Neural Networks for Text Classification
Recently, text classification model based on graph neural network (GNN) ...
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11/22/2021
Auto-Encoding Score Distribution Regression for Action Quality Assessment
Action quality assessment (AQA) from videos is a challenging vision task...
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09/01/2021
New Proofs of Extremal Inequalities With Applications
The extremal inequality approach plays a key role in network information...
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09/01/2021
On Age of Information for Discrete Time Status Updating System With Ber/G/1/1 Queues
In this paper, we consider the age of information (AoI) of a discrete ti...
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07/05/2021
Age of Information in Relay-Assisted Status Updating Systems
In this paper we consider the age of information (AoI) of a status updat...
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05/10/2021
Robust Graph Learning Under Wasserstein Uncertainty
Graphs are playing a crucial role in different fields since they are pow...
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09/21/2020
Computing the Rate-Distortion Function of Gray-Wyner System
In this paper, the rate-distortion theory of Gray-Wyner lossy source cod...
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05/12/2020
Characterizing Linear Memory-Rate Tradeoff of Coded Caching: The (N,K)=(3,3) Case
We consider the cache problem introduced by Maddah-ali and Niesen [1] fo...
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04/09/2020
Secret Key Generation from Vector Gaussian Sources with Public and Private Communications
In this paper, we consider the problem of secret key generation with one...
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02/18/2020