Search Results for author: Xiang Ni

Found 3 papers, 1 papers with code

A Vertical Federated Learning Framework for Graph Convolutional Network

no code implementations22 Jun 2021 Xiang Ni, Xiaolong Xu, Lingjuan Lyu, Changhua Meng, Weiqiang Wang

Recently, Graph Neural Network (GNN) has achieved remarkable success in various real-world problems on graph data.

Node Classification Privacy Preserving +1

Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis

no code implementations22 Apr 2021 Di wu, XiaoFeng Xie, Xiang Ni, Bin Fu, Hanhui Deng, Haibo Zeng, Zhijin Qin

We further present an experiment on data anomaly detection in this architecture, and the comparison between two architectures for ECG diagnosis.

Anomaly Detection Edge-computing

Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning

1 code implementation19 Nov 2019 Xiang Ni, Jing Li, Mo Yu, Wang Zhou, Kun-Lung Wu

In this paper, we present a graph-aware encoder-decoder framework to learn a generalizable resource allocation strategy that can properly distribute computation tasks of stream processing graphs unobserved from training data.

Graph Embedding graph partitioning +2

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