Alternatives and similar repositories for FairGNN

Users that are interested in FairGNN are comparing it to the libraries listed below

• chirag-agarwall / nifty

  View on GitHub
  Code for paper https://arxiv.org/abs/2102.13186
  ☆42Apr 3, 2021Updated 4 years ago
• brandeis-machine-learning / FairAdj

  View on GitHub
  Code for ICLR'2021 paper: On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
  ☆12Jul 17, 2021Updated 4 years ago
• yushundong / EDITS

  View on GitHub
  Open source code for paper "EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks".
  ☆28Jul 8, 2022Updated 3 years ago
• yuwvandy / FairVGNN

  View on GitHub
  ☆27Jul 22, 2022Updated 3 years ago
• joeybose / Flexible-Fairness-Constraints

  View on GitHub
  Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"
  ☆50Jun 7, 2020Updated 5 years ago
• ispamm / FairDrop

  View on GitHub
  ☆14Dec 13, 2021Updated 4 years ago
• XweiQ / Benchmark-GraphFairness

  View on GitHub
  The repository of "Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark" (KDD'24)
  ☆13Jan 27, 2026Updated 2 weeks ago
• EdisonLeeeee / Awesome-Fair-Graph-Learning

  View on GitHub
  Paper List for Fair Graph Learning (FairGL).
  ☆144Sep 18, 2024Updated last year
• yushundong / Graph-Mining-Fairness-Data

  View on GitHub
  Open-source datasets for paper "Fairness in Graph Mining: A Survey".
  ☆19Nov 3, 2022Updated 3 years ago
• yushundong / REDRESS

  View on GitHub
  Open-source code for ''Individual Fairness for Graph Neural Networks: A Ranking based Approach''.
  ☆12Jul 8, 2022Updated 3 years ago
• TimeLovercc / CAF-GNN

  View on GitHub
  [CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.
  ☆14Mar 4, 2025Updated 11 months ago
• yushundong / PyGDebias

  View on GitHub
  Open-source Library PyGDebias: Graph Datasets and Fairness-Aware Graph Mining Algorithms
  ☆65May 7, 2024Updated last year
• jma712 / GEAR

  View on GitHub
  ☆18Mar 28, 2022Updated 3 years ago
• Zziwei / Item-Underrecommendation-Bias

  View on GitHub
  Code for the SIGIR20 paper -- Measuring and Mitigating Item Under-Recommendation Bias inPersonalized Ranking Systems
  ☆16Apr 28, 2020Updated 5 years ago
• criteo-research / continuous-fairness

  View on GitHub
  ☆22Jun 3, 2019Updated 6 years ago
• lucweytingh / ARL-UvA

  View on GitHub
  A reproduced PyTorch implementation of the Adversarially Reweighted Learning (ARL) model, originally presented in "Fairness without Demog…
  ☆20Jan 30, 2021Updated 5 years ago
• EnyanDai / SEGNN

  View on GitHub
  A PyTorch implementation of "Towards Self-Explainable Graph Neural Network" (CIKM 2021).
  ☆13Nov 4, 2021Updated 4 years ago
• jhonygiraldo / SJLR

  View on GitHub
  Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …
  ☆18Aug 8, 2023Updated 2 years ago
• brandeis-machine-learning / FairOutlierDetection

  View on GitHub
  Code for SIGKDD'2021 paper: Deep Clustering based Fair Outlier Detection
  ☆11Oct 15, 2021Updated 4 years ago
• EnyanDai / awesome-turstworthy-graph-neural-networks

  View on GitHub
  ☆25Jun 27, 2022Updated 3 years ago
• ahxt / G2R

  View on GitHub
  [WWW2022] Geometric Graph Representation Learning via Maximizing Rate Reduction
  ☆26May 27, 2022Updated 3 years ago
• rperezdattari / Interactive-Learning-of-Temporal-Features-for-Control

  View on GitHub
  Code of the paper "Interactive Learning of Temporal Feature for Control", published in the IEEE Robotics & Automation Magazine.
  ☆12Dec 27, 2022Updated 3 years ago
• yushundong / Fairness-must-read-list

  View on GitHub
  Papers on fairness
  ☆12Oct 20, 2020Updated 5 years ago
• Wuyxin / DIR-GNN

  View on GitHub
  (ICLR 2022) Discovering Invariant Rationales for Graph Neural Networks
  ☆131Jul 15, 2023Updated 2 years ago
• joymallyac / Fair-SMOTE

  View on GitHub
  GitHub repo for FSE 2021 Paper - ``Bias in Machine Learning Software: Why? How? What to do?''
  ☆16May 7, 2022Updated 3 years ago
• Junsu-Cho / TimelyRec

  View on GitHub
  TimelyRec (Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation, WWW'21)
  ☆13Jul 2, 2021Updated 4 years ago
• newlei / FDA

  View on GitHub
  Improving Recommendation Fairness via Data Augmentation-WWW23
  ☆15Jun 6, 2023Updated 2 years ago
• suyeecav / model-targeted-poisoning

  View on GitHub
  code for model-targeted poisoning
  ☆12Oct 3, 2023Updated 2 years ago
• Radical3-HeZhang / Awesome-Trustworthy-GNNs

  View on GitHub
  ☆97Jul 5, 2024Updated last year
• shuaiOKshuai / Tail-GNN

  View on GitHub
  Tail-GNN: Tail-Node Graph Neural Networks
  ☆34Sep 5, 2021Updated 4 years ago
• wuch15 / AAAI-FairRec

  View on GitHub
  Fairrec: fairness-aware news recommendation with decomposed adversarial learning
  ☆15Jul 7, 2021Updated 4 years ago
• platonics-delft / franka_learning_from_demonstrations

  View on GitHub
  Code developed for Robothon Challenge 2023
  ☆14Sep 2, 2024Updated last year
• ahxt / g-mixup

  View on GitHub
  [ICML2022] G-Mixup: Graph Data Augmentation for Graph Classification
  ☆104Feb 29, 2024Updated last year
• duvenaud / additive-gps

  View on GitHub
  Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.
  ☆21Mar 10, 2014Updated 11 years ago
• RingBDStack / IGL-Bench

  View on GitHub
  A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)
  ☆11Apr 17, 2025Updated 10 months ago
• isapome / BrainProp

  View on GitHub
  BrainProp: How the brain can implement reward-based error backpropagation
  ☆17Dec 8, 2022Updated 3 years ago
• brandeis-machine-learning / awesome-ml-fairness

  View on GitHub
  Papers and online resources related to machine learning fairness
  ☆75May 11, 2023Updated 2 years ago
• chrisjtan / gnn_cff

  View on GitHub
  ☆18Apr 30, 2022Updated 3 years ago
• rctzeng / ICML19-EgoCNN

  View on GitHub
  Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)
  ☆20Aug 24, 2021Updated 4 years ago