Certified (approximate) machine unlearning for simplified graph convolutional networks (SGCs) with theoretical guarantees (ICLR 2023)
☆20Feb 17, 2023Updated 3 years ago
Alternatives and similar repositories for sgc_unlearn
Users that are interested in sgc_unlearn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆54Jul 24, 2025Updated last year
- ☆27Oct 16, 2022Updated 3 years ago
- DP-GNN design that ensures both model weights and inference procedure differentially private (NeurIPS 2023)☆11Oct 14, 2023Updated 2 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆51Jul 3, 2023Updated 3 years ago
- ☆10Aug 13, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Test for Graph Unlearning Benchmark☆19Jul 12, 2025Updated last year
- Deduplication over dis-aggregated memory for Serverless Computing☆14Mar 21, 2022Updated 4 years ago
- Code to generate figures of paper "When do spectral gradient updates help in deep learning?"☆16Dec 3, 2025Updated 7 months ago
- ☆27Aug 18, 2023Updated 2 years ago
- Open-source code for ''Individual Fairness for Graph Neural Networks: A Ranking based Approach''.☆11Jul 8, 2022Updated 4 years ago
- ☆142Jul 9, 2023Updated 3 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆52May 20, 2022Updated 4 years ago
- Material for the Brain-inspired Machine Learning Class at UC Irvine, Department of Cognitive Sciences☆11Mar 3, 2017Updated 9 years ago
- ☆17Oct 11, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2022] Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)☆14Oct 20, 2022Updated 3 years ago
- Existing Literature about Machine Unlearning☆967Aug 29, 2025Updated 10 months ago
- Python implementation of PCA on graph ECTD☆12May 29, 2024Updated 2 years ago
- Code for ICLR'2021 paper: On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections☆12Jul 17, 2021Updated 5 years ago
- ☆38Oct 18, 2023Updated 2 years ago
- Fine tuning Mistral-7b with PEFT(Parameter Efficient Fine-Tuning) and LoRA(Low-Rank Adaptation) on Puffin Dataset(multi-turn conversation…☆12Nov 23, 2023Updated 2 years ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 3 years ago
- ☆11Jan 24, 2021Updated 5 years ago
- A PyTorch implementation of "Towards Self-Explainable Graph Neural Network" (CIKM 2021).☆13Nov 4, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 2 years ago
- The code of ICLR 2024 paper: Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective☆14May 30, 2024Updated 2 years ago
- f-PO: Generalizing Preference Optimization with f-divergence Minimization☆14Apr 2, 2025Updated last year
- Code repository for the VLDB2023 paper "Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank".☆11Apr 26, 2024Updated 2 years ago
- An Analysis of Public PPP Loan Data To Uncover Fraud☆17Feb 20, 2025Updated last year
- Learning Tree structures and Tree metrics☆24Aug 8, 2024Updated last year
- ☆14Updated this week
- 基于neo4j的知识图谱, 构建智能多轮问答☆14May 12, 2022Updated 4 years ago
- ☆18Oct 22, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Compact LSTM inference kernel (CLINK) designed in C/HLS for FPGA implementation.☆17Oct 7, 2019Updated 6 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- ☆19May 21, 2025Updated last year
- The code of CIKM 2023 (Oral Presentation) : A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NE…☆14Jul 19, 2024Updated 2 years ago
- Size-Invariant Graph Representations for Graph Classification Extrapolations (ICML 2021 Long Talk)☆22Jan 26, 2023Updated 3 years ago
- A PyTorch Toolbox for Cross-Domain Few-Shot Learning and Meta-Learning☆12Mar 14, 2024Updated 2 years ago
- Utility for retrieval and formatting of tweets into LaTeX documents.☆17Jul 6, 2026Updated 2 weeks ago