Aikun Xu's repositories
Source-for-Transportation
Relation Source for Transportation
AIoT-Paper
AIoT-Paper
ASTGCN-r-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
async-FL
a simple asynchronous federated learning framework / 一个简易异步联邦学习框架
Awesome-Federated-Learning-on-Graph-and-Tabular-Data
Federated learning on graph and tabular data related papers, frameworks, and datasets.
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
awesome-real-time-AI
This is a list of awesome edgeAI inference related papers.
Bigscity-LibCity
LibCity: An Open Library for Urban Spatio-temporal Data Mining
ccf-deadlines
⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~
ChatPaper
Use ChatGPT to summarize the arXiv papers.
clusterdata
cluster data collected from production clusters in Alibaba for cluster management research
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
DGN
DGN Code
FederatedScope
An easy-to-use federated learning platform
FedML
FedML - The federated learning and distributed training library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award at NeurIPS
FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
Graph-Reinforcement-Learning-Papers
A curated list of graph reinforcement learning papers.
Keep-Learning
The record of what I‘ve been through.
kubeedge
Kubernetes Native Edge Computing Framework (project under CNCF)
luoxi_models
see readme
LyDROO
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
MAAC
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
mec_drl
Deep reinforcement learning for mobile edge computing
OpenHGNN
This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset