Qing Ye | DeepAI

DeepAI AI Chat

Featured Co-authors

Minjia Shi
50 publications
Xiahai Zhuang
48 publications
Jiancheng Lv
46 publications
Yanan Sun
42 publications
Stefan Leutenegger
41 publications
Yunbo Cao
41 publications
Zilong Wang
37 publications
Wenbin Li
37 publications
Yuhao Zhou
25 publications
Ronald Clark
22 publications
Sajad Saeedi
16 publications

∙ 09/04/2023

Federated cINN Clustering for Accurate Clustered Federated Learning

Federated Learning (FL) presents an innovative approach to privacy-prese...

0 Yuhao Zhou, et al. ∙

∙ 08/31/2023

Amplitude Prediction from Uplink to Downlink CSI against Receiver Distortion in FDD Systems

In frequency division duplex (FDD) massive multiple-input multiple-outpu...

0 Chaojin Qing, et al. ∙

∙ 02/27/2023

Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence

Reducing communication overhead in federated learning (FL) is challengin...

0 Yuhao Zhou, et al. ∙

∙ 11/19/2022

Personalized Federated Learning with Hidden Information on Personalized Prior

Federated learning (FL for simplification) is a distributed machine lear...

0 Mingjia Shi, et al. ∙

∙ 04/06/2022

DeFTA: A Plug-and-Play Decentralized Replacement for FedAvg

Federated learning (FL) is identified as a crucial enabler for large-sca...

1 Yuhao Zhou, et al. ∙

∙ 03/13/2022

Deep Learning for 1-Bit Compressed Sensing-based Superimposed CSI Feedback

In frequency-division duplexing (FDD) massive multiple-input multiple-ou...

0 Chaojin Qing, et al. ∙

∙ 05/03/2021

MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price

Bitcoin, one of the major cryptocurrencies, presents great opportunities...

0 Qiutong Guo, et al. ∙

∙ 05/03/2021

Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search

Arrhythmia is a cardiovascular disease that manifests irregular heartbea...

0 Jindi Lv, et al. ∙

∙ 04/21/2021

LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences

In educational applications, Knowledge Tracing (KT), the problem of accu...

1 Yuhao Zhou, et al. ∙

∙ 12/22/2020

Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms

As an important problem in modern data analytics, classification has wit...

0 Qing Ye, et al. ∙

∙ 09/06/2020

HLSGD Hierarchical Local SGD With Stale Gradients Featuring

While distributed training significantly speeds up the training process ...

13 Yuhao Zhou, et al. ∙

∙ 09/06/2020

PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks

Parameter updating is an important stage in parallelism-based distribute...

8 Qing Ye, et al. ∙

∙ 07/23/2020

DBS: Dynamic Batch Size For Distributed Deep Neural Network Training

Synchronous strategies with data parallelism, such as the Synchronous St...

5 Qing Ye, et al. ∙

∙ 06/18/2019

Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors

Cardiac segmentation from late gadolinium enhancement MRI is an importan...

0 Qian Yue, et al. ∙

∙ 09/03/2018

InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset

Datasets have gained an enormous amount of popularity in the computer vi...

1 Wenbin Li, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world