Jingjing Zhang | DeepAI

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Xin Wang
382 publications
Jun Wang
360 publications
Osvaldo Simeone
158 publications
Yong Zhang
127 publications
Lin Wang
98 publications
Yue Gao
60 publications
Feng Zhu
59 publications
Xiapu Luo
59 publications
Meixia Tao
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Dietmar Jannach
40 publications
Mohammad Ali Maddah-Ali
36 publications

∙ 09/04/2023

DRAG: Divergence-based Adaptive Aggregation in Federated learning on Non-IID Data

Local stochastic gradient descent (SGD) is a fundamental approach in ach...

0 Feng Zhu, et al. ∙

∙ 06/09/2023

Adaptive Multi-Armed Bandit Learning for Task Offloading in Edge Computing

The widespread adoption of edge computing has emerged as a prominent tre...

0 Lin Wang, et al. ∙

∙ 05/10/2023

Deep Reinforcement Learning Based Resource Allocation for Cloud Native Wireless Network

Cloud native technology has revolutionized 5G beyond and 6G communicatio...

0 Lin Wang, et al. ∙

∙ 01/21/2023

ABS: Adaptive Bounded Staleness Converges Faster and Communicates Less

Wall-clock convergence time and communication rounds are critical perfor...

0 Qiao Tan, et al. ∙

∙ 10/31/2022

Communication-Efficient Local SGD with Age-Based Worker Selection

A major bottleneck of distributed learning under parameter-server (PS) f...

0 Feng Zhu, et al. ∙

∙ 10/06/2022

STSyn: Speeding Up Local SGD with Straggler-Tolerant Synchronization

Synchronous local stochastic gradient descent (local SGD) suffers from s...

0 Feng Zhu, et al. ∙

∙ 02/15/2022

Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation

With rising male infertility, sperm head morphology classification becom...

0 Yejia Zhang, et al. ∙

∙ 01/12/2022

Adaptive Worker Grouping For Communication-Efficient and Straggler-Tolerant Distributed SGD

Wall-clock convergence time and communication load are key performance m...

8 Feng Zhu, et al. ∙

∙ 08/25/2021

Understanding Longitudinal Dynamics of Recommender Systems with Agent-Based Modeling and Simulation

Today's research in recommender systems is largely based on experimental...

0 Gediminas Adomavicius, et al. ∙

∙ 05/08/2021

Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations

Matrix factorization is an important representation learning algorithm, ...

0 Siyuan Wang, et al. ∙

∙ 11/29/2020

Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network

The Gleason grading system using histological images is the most powerfu...

6 Haotian Xie, et al. ∙

∙ 05/13/2020

A Biologically Inspired Feature Enhancement Framework for Zero-Shot Learning

Most of the Zero-Shot Learning (ZSL) algorithms currently use pre-traine...

0 Zhongwu Xie, et al. ∙

∙ 04/29/2020

Multi-Cell Mobile Edge Coded Computing: Trading Communication and Computing for Distributed Matrix Multiplication

A multi-cell mobile edge computing network is studied, in which each use...

0 Kuikui Li, et al. ∙

∙ 12/16/2019

ITENE: Intrinsic Transfer Entropy Neural Estimator

Quantifying the directionality of information flow is instrumental in un...

0 Jingjing Zhang, et al. ∙

∙ 11/29/2019

Boros: Secure Cross-Channel Transfers via Channel Hub

The payment channel, which allows two parties to perform micropayments w...

0 YongJie Ye, et al. ∙

∙ 08/12/2019

Fundamental Limits of Wireless Caching under Uneven-Capacity Channels

This work identifies the fundamental limits of cache-aided coded multica...

0 Eleftherios Lampiris, et al. ∙

∙ 05/22/2019

LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning

Gradient-based distributed learning in Parameter Server (PS) computing a...

0 Jingjing Zhang, et al. ∙

∙ 04/11/2019

On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems

Consider a mobile edge computing system in which users wish to obtain th...

0 Jingjing Zhang, et al. ∙

∙ 01/20/2019

Cloud-Aided Interference Management with Cache-Enabled Edge Nodes and Users

This paper considers a cloud-RAN architecture with cache-enabled multi-a...

0 Seyed Pooya Shariatpanahi, et al. ∙

∙ 01/16/2019

Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI

Distributed computing platforms typically assume the availability of rel...

0 Sukjong Ha, et al. ∙

∙ 08/20/2018

Improved Latency-Communication Trade-Off for Map-Shuffle-Reduce Systems with Stragglers

In a distributed computing system operating according to the map-shuffle...

0 Jingjing Zhang, et al. ∙

∙ 05/25/2018

Cloud-Edge Non-Orthogonal Transmission for Fog Networks with Delayed CSI at the Cloud

In a Fog Radio Access Network (F-RAN), the cloud processor (CP) collects...

0 Jingjing Zhang, et al. ∙

∙ 12/12/2017

Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-antenna Base Stations

In cellular systems, content delivery latency can be minimized by jointl...

0 Jingjing Zhang, et al. ∙

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