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06/08/2023
A Graph-Based Approach to the Computation of Rate-Distortion and Capacity-Cost Functions with Side Information
We consider the point-to-point lossy coding for computing and channel co...
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08/24/2022
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models – Federated Learning in Age of Foundation Model
Quick global aggregation of effective distributed parameters is crucial ...
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08/12/2022
Semantic Compression with Side Information: A Rate-Distortion Perspective
We consider the semantic rate-distortion problem motivated by task-orien...
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05/17/2022
Lossy Computing with Side Information via Multi-Hypergraphs
We consider a problem of coding for computing, where the decoder wishes ...
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02/27/2022
Vertical Machine Unlearning: Selectively Removing Sensitive Information From Latent Feature Space
Recently, the enactment of privacy regulations has promoted the rise of ...
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09/22/2021
DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder
With the rapid development of artificial intelligence, conversational bo...
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12/04/2020
Group testing for overlapping communities
In this paper, we propose algorithms that leverage a known community str...
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08/03/2020
New Results on the Storage-Retrieval Tradeoff in Private Information Retrieval Systems
In a private information retrieval (PIR) system, the user needs to retri...
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07/16/2020
Community aware group testing
Group testing pools together diagnostic samples to reduce the number of ...
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06/10/2020
Weakly Secure Symmetric Multilevel Diversity Coding
Multilevel diversity coding is a classical coding model where multiple m...
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03/21/2020
Edge-assisted Viewport Adaptive Scheme for real-time Omnidirectional Video transmission
Omnidirectional applications are immersive and highly interactive, which...
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09/25/2019
On the Information Leakage in Private Information Retrieval Systems
We consider information leakage to the user in private information retri...
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01/08/2018
The Explicit Coding Rate Region of Symmetric Multilevel Diversity Coding
It is well known that superposition coding, namely separately encoding ...
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09/26/2017