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ankus

recommendation algorithms

awesome-federated-learning-on-graph-data-and-graph-neural-networks-papers

This is about collection of papers related with cross-device Federated Learning on Graph Data and GNN.

context-aware-tensor-decomposition

Context Aware Tensor Decomposition method for our KDD 2014 and UbiComp 2014 paper

crawler-tripadvisor

A focused Crawler for extracting reviews data on Tripadvisor.it

crawler4j

Open Source Web Crawler for Java

dbnet

DBNet: A Large-Scale Dataset for Driving Behavior Learning

deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

dlif-tutorial

Coding example of DLIF tutorial

dmm

Deep Markov Models

easyfl

An experimental platform for federated learning.

fedgs-aaai23

FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.

fedpft-ijcai24

This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".

fedrme

A realization of federated learning algorithm for Autonomous Driving scenario (FedRME, A Federated Road Markings Extraction from Mobile LiDAR Point Clouds, https://fanxlxmu.github.io/publication/cscwd22/) was accepted by CSCWD'22 conference.

fedstgraph

FedSTGraph: A Benchmark of Spatio-Temporal Graphs for Federated Settings

flgo

geo

Geo Named Entity Exrtraction

gman-aaai20

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

htstools

Tools for the manipulation of high-throughput sequencing data

machine-learning-yearning-cn

MACHINE LEARNING YEARNING BY ANDREW NG

mgfn-ijcai22

MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCAI-2022.

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

movietweetings

A Movie Rating Dataset Collected From Twitter

nanocube

ncov_with_mobility

The code and data for "Predicting the spread of COVID-19 in China with human mobility data"

openstreetmap

MATLAB interface to OpenStreetMap (load maps, extract road connectivity, plot road network & find shortest path)

precisionfda

PrecisionFDA NCI-CPTAC Multi-omics Enabled Sample Mislabeling Correction Challenge

pyspider

A Powerful Spider System with Powerful WebUI

rdc-gvfl-prcv23

RDC-GVFL: A Robust Detection and Correction Framework for GNN-based Vertical Federated Learning was accepted by PRCV 2023 Conference.

tensor

matlab code for convex optimization based tensor decomposition (completion/denoising)

tensor-factorization

Tensor Factorization via Matrix Factorization