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20162024
most citedAsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation

14 citations · 31 across the 8 of their papers we have counts for

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Showing cs.ITShow all

12 papers · 1 filter

cs.IT2024

Distributed Indirect Source Coding with Decoder Side Information

Jiancheng Tang, Qianqian Yang, Deniz Gündüz

This paper studies a variant of the rate-distortion problem motivated by task-oriented semantic communication and distributed learning problems, where correlated sources are in…

cs.IT2019

CNN-based Analog CSI Feedback in FDD MIMO-OFDM Systems

Mahdi Boloursaz Mashhadi, Qianqian Yang, Deniz Gunduz

Massive multiple-input multiple-output (MIMO) systems require downlink channel state information (CSI) at the base station (BS) to better utilize the available spatial diversity an…

cs.IT2019★ 6 cited

Deep Convolutional Compression for Massive MIMO CSI Feedback

Qianqian Yang, Mahdi Boloursaz Mashhadi, Deniz Gündüz

Coded caching provides significant gains over conventional uncoded caching by creating multicasting opportunities among distinct requests. Massive multiple-input multiple-output (M…

cs.IT2019

Centralized Caching and Delivery of Correlated Contents over Gaussian Broadcast Channels

Qianqian Yang, Parisa Hassanzadeh, Deniz Gündüz +1

Content delivery in a multi-user cache-aided broadcast network is studied, where a server holding a database of correlated contents communicates with the users over a Gaussian broa…

cs.IT2018

Audience-Retention-Rate-Aware Caching and Coded Video Delivery with Asynchronous Demands

Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz

Most results on coded caching focus on a static scenario, in which a fixed number of users synchronously place their requests from a content library, and the performance is measure…

cs.IT2018

Centralized Caching and Delivery of Correlated Contents over a Gaussian Broadcast Channel

Qianqian Yang, Parisa Hassanzadeh, Deniz Gündüz +1

Content delivery in a multi-user cache-aided broadcast network is studied, where a server holding a database of correlated contents communicates with the users over a Gaussian broa…