A collection of papers and resources about Data Centric Graph Machine Learning (DC-GML)
☆39Sep 23, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-Data-Centric-GraphML
Users that are interested in Awesome-Data-Centric-GraphML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of WWW'23:"Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs"☆16Jul 2, 2023Updated 2 years ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆45Nov 1, 2023Updated 2 years ago
- The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".☆18Sep 26, 2023Updated 2 years ago
- Pytorch implementation for ICLR24:"Online GNN Evaluation Under Test-Time Graph Distribution Shifts"☆16Mar 23, 2024Updated 2 years ago
- [WSDM'23] GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection☆46Mar 2, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The open source code for ICDM2022 paper "Unifying Graph Contrastive Learning with Flexible Contextual Scopes"☆21Oct 3, 2022Updated 3 years ago
- Pytorch implementation of NeurIPS-23:"Structure-free Graph Condensation (SFGC): From Large-scale Graphs to Condensed Graph-free Data"☆37Oct 6, 2023Updated 2 years ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated 2 years ago
- ☆98Jul 5, 2024Updated last year
- Code for the paper "SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks"☆12Jan 17, 2023Updated 3 years ago
- Pytorch implementation for NeurIPS-23:"GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels"☆19Mar 21, 2024Updated 2 years ago
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆147Nov 30, 2022Updated 3 years ago
- [Arxiv 2025] Official code and datasets of paper: GNNs as Predictors of Agentic Workflow Performances☆20Jan 15, 2026Updated 4 months ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆54Nov 23, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML 2023] Structural Re-weighting Improves Graph Domain Adaptation (StruRW)☆22Jun 20, 2023Updated 2 years ago
- ICLR25_Unifying Unsupervised Graph-Level Out-of-Distribution Detection and Anomaly Detection: A Benchmark☆63Aug 19, 2025Updated 9 months ago
- Code for Mind the Label Shift of Augmentation-based Graph OOD generalization (LiSA) in CVPR 2023. LiSA is a model-agnostic Graph OOD fram…☆16Jun 24, 2023Updated 2 years ago
- [NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dyna…☆54Nov 23, 2022Updated 3 years ago
- Source code of paper "Systematic Assessment of Factual Knowledge in Large Language Models" - EMNLP Findings 2023☆17Mar 17, 2026Updated 2 months ago
- The official source code for [2026 ICLR] "IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra"☆13Feb 25, 2026Updated 3 months ago
- [CIKM'24] Self-Supervision Improves Diffusion Models for Tabular Data Imputation☆17Sep 20, 2024Updated last year
- Implement of our TKDE paper: Hyperbolic Graph Learning for Social Recommendation☆13Jun 3, 2024Updated last year
- ☆15Nov 3, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The official source code for Self-Guided Robust Graph Structure Refinement (SG-GSR) at WWW 2024 Research Track.☆17Apr 23, 2024Updated 2 years ago
- [CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".☆51Sep 9, 2021Updated 4 years ago
- [ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization☆76Apr 5, 2023Updated 3 years ago
- Official code implementation for WSDM 23 paper Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.☆34May 12, 2023Updated 3 years ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆183Feb 25, 2026Updated 3 months ago
- Code for Transformed Distribution Matching (TDM) for Missing Value Imputation, ICML 2023☆14Aug 4, 2023Updated 2 years ago
- Pytorch Implmentation of Meta Attack via Contrastive Surrogate Objective☆12May 21, 2024Updated 2 years ago
- ☆12Nov 1, 2024Updated last year
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆186Jul 10, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The official source code for "Subgraph Federated Learning for Local Generalization (FedLoG)" at ICLR 2025 (Oral).☆16May 6, 2025Updated last year
- Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation☆37Nov 27, 2023Updated 2 years ago
- The official source code for "Single-cell RNA-seq data imputation using Feature Propagation", accepted at 2023 ICML Workshop on Computati…☆12Aug 31, 2023Updated 2 years ago
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆104May 12, 2021Updated 5 years ago
- The official source code for SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials, accepted at NAACL 2025 (Findings).☆18Feb 4, 2025Updated last year
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆66Jun 23, 2023Updated 2 years ago
- The official source code of the paper "Unsupervised Episode Generation for Graph Meta-learning" (ICML 2024)☆14Jun 25, 2024Updated last year