Search Results for author: Boyan Zhang

Found 4 papers, 2 papers with code

FedKit: Enabling Cross-Platform Federated Learning for Android and iOS

1 code implementation16 Feb 2024 Sichang He, Beilong Tang, Boyan Zhang, Jiaoqi Shao, Xiaomin Ouyang, Daniel Nata Nugraha, Bing Luo

We present FedKit, a federated learning (FL) system tailored for cross-platform FL research on Android and iOS devices.

Federated Learning

SplitGNN: Spectral Graph Neural Network for Fraud Detection against Heterophily

2 code implementations CIKM 2023 Bin Wu, Xinyu Yao, Boyan Zhang, Kuo-Ming Chao, Yinsheng Li

However, researches on addressing the heterophily problem in the spectral domain are still limited due to a lack of understanding of spectral energy distribution in graphs with heterophily.

Fraud Detection Node Classification

IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes

no code implementations21 Sep 2019 Zehui Yao, Boyan Zhang, Zhiyong Wang, Wanli Ouyang, Dong Xu, Dagan Feng

For example, given two image domains $X_1$ and $X_2$ with certain attributes, the intersection $X_1 \cap X_2$ denotes a new domain where images possess the attributes from both $X_1$ and $X_2$ domains.

Attribute

Tensorial Recurrent Neural Networks for Longitudinal Data Analysis

no code implementations1 Aug 2017 Mingyuan Bai, Boyan Zhang, Junbin Gao

In this paper, we propose a new variant of tensorial neural networks which directly take tensorial time series data as inputs.

Time Series Time Series Analysis

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