6 citations · 17 across the 6 of their papers we have counts for
11 papers
Semantic-aware Speech to Text Transmission with Redundancy Removal
Tianxiao Han, Qianqian Yang, Zhiguo Shi +2
Deep learning (DL) based semantic communication methods have been explored for the efficient transmission of images, text, and speech in recent years. In contrast to traditional wi…
FTPipeHD: A Fault-Tolerant Pipeline-Parallel Distributed Training Framework for Heterogeneous Edge Devices
Yuhao Chen, Qianqian Yang, Shibo He +2
With the increased penetration and proliferation of Internet of Things (IoT) devices, there is a growing trend towards distributing the power of deep learning (DL) across edge devi…
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…
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…
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…
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…