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Chy Mai's Projects

analyticup-2022 icon analyticup-2022

4th place (4/1746) solution of CIKM 2022 AnalytiCup Competition: Federated Hetero-Task Learning

bflc-demo icon bflc-demo

This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centralized server, the framework uses blockchain for the global model storage and the local model update exchange.

estimation-of-rotation-angle icon estimation-of-rotation-angle

The code is the homework of the multimedia content security course, the reproduction of the rotation angle estimation algorithm of the paper "Estimation of Image Rotation Angle Using Interpolation-Related Spectral Signatures With Application to Blind Detection of Image Forgery"

fed-rgcn icon fed-rgcn

Pytorch-based and DGL-based implementation of Relational Graph Convolutional Networks via federated learning for Node Classification

fedgraphnn icon fedgraphnn

A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

fedma icon fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedml icon fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

foil icon foil

This code is about using FOIL to realize rule inference for the given knowledge graph, and obtain new knowledge through "deduction".

leaf icon leaf

Leaf: A Benchmark for Federated Settings

utils icon utils

This is a repository of common and useful tools demo, which is helpful for research

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