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Featured Co-authors

Wei Wu
172 publications
Yanzhi Wang
123 publications
Xuequan Lu
55 publications
Trevor Hastie
35 publications
Zhou Zhou
35 publications
Zhang
33 publications
Lingjia Liu
28 publications
Antonio Robles-Kelly
25 publications
Qiang Fan
17 publications
Shang Gao
15 publications
Yuejie Zhang
13 publications

∙ 03/02/2023

Distributed Learning Meets 6G: A Communication and Computing Perspective

With the ever-improving computing capabilities and storage capacities of...

0 Shashank Jere, et al. ∙

∙ 01/03/2023

Analogical Inference Enhanced Knowledge Graph Embedding

Knowledge graph embedding (KGE), which maps entities and relations in a ...

0 Yao Zhen, et al. ∙

∙ 10/05/2022

Graph Classification via Discriminative Edge Feature Learning

Spectral graph convolutional neural networks (GCNNs) have been producing...

0 Yang Yi, et al. ∙

∙ 02/06/2021

Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing

This article introduces a neural network-based signal processing framewo...

8 Zhou Zhou, et al. ∙

∙ 01/28/2021

Differential Privacy Meets Federated Learning under Communication Constraints

The performance of federated learning systems is bottlenecked by communi...

0 Nima Mohammadi, et al. ∙

∙ 10/12/2020

Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond

Deep reinforcement learning (DRL) has been shown to be successful in man...

0 Hao-Hsuan Chang, et al. ∙

∙ 09/27/2020

Simultaneous Relevance and Diversity: A New Recommendation Inference Approach

Relevance and diversity are both important to the success of recommender...

0 Yifang Liu, et al. ∙

∙ 04/30/2020

Delay-aware Resource Allocation in Fog-assisted IoT Networks Through Reinforcement Learning

Fog nodes in the vicinity of IoT devices are promising to provision low ...

0 Qiang Fan, et al. ∙

∙ 03/15/2020

RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training

In this paper, we investigate learning-based MIMO-OFDM symbol detection ...

0 Zhou Zhou, et al. ∙

∙ 10/29/2018

Big Data Meet Cyber-Physical Systems: A Panoramic Survey

The world is witnessing an unprecedented growth of cyber-physical system...

8 Rachad Atat, et al. ∙

∙ 10/28/2018

Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach

Dynamic spectrum access (DSA) is regarded as an effective and efficient ...

0 Hao-Hsuan Chang, et al. ∙

∙ 11/13/2015

Large Scale Artificial Neural Network Training Using Multi-GPUs

This paper describes a method for accelerating large scale Artificial Ne...

0 Linnan Wang, et al. ∙

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