yushundong Goto Github PK

2024

adagnn

Open-source code for ''Graph Neural Networks with Adaptive Frequency Response Filter''.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

bind

Open-source code for "Interpreting Unfairness in Graph Neural Networks via Training Node Attribution".

conference-accepted-paper-list

Some Conferences' accepted paper lists (including AI, ML, Robotic)

covid-19-policy-causal

covid-datasets

Include 6 different datasets from different data sources for different research purposes.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dig

A library for graph deep learning research

edits

Open source code for paper "EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks".

elegant

Open-source code for "ELEGANT: Certified Defense on the Fairness of Graph Neural Networks".

fairness-aware-graph-learning-benchmark

This is the open-source code for the paper A Benchmark for Fairness-Aware Graph Learning.

fairness-in-graph-mining-a-survey

综述“Fairness in Graph Mining: A Survey”的中文博客

fairness-must-read-list

Papers on fairness

ganf

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

gear

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-mining-datasets-for-fairness-related-research

graph-mining-fairness-data

Open-source datasets for paper "Fairness in Graph Mining: A Survey".

guide

Implementation of GUIDE: Group Equality Informed Individual Fairness in Graph Neural Networks (KDD 2022)

idea

This the open-source code for KDD' 24 IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

lrv-instruction

Aligning Large Multi-Modal Model with Robust Instruction Tuning

neural-collaborative-filtering

pytorch version of neural collaborative filtering

nifty

Code for paper https://arxiv.org/abs/2102.13186

nrgnn

Offical pytorch implementation of proposed NRGNN and Compared Methods in "NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs" (KDD 2021).

paper-writing-tips

该仓库是MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

pygdebias

Open-source Library PyGDebias: Graph Datasets and Fairness-Aware Graph Mining Algorithms

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

redress

Open-source code for ''Individual Fairness for Graph Neural Networks: A Ranking based Approach''.