Awesome graph-level learning methods. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in graph representation learning, graph regression and graph classification to join this project as contribut…
☆61Sep 23, 2024Updated last year
Alternatives and similar repositories for Awesome-Graph-Level-Learning
Users that are interested in Awesome-Graph-Level-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for WWW'26 paper: Hi-GMAE: Hierarchical Graph Masked Autoencoders☆12Feb 8, 2025Updated last year
- Code for IJCAI'24 paper: Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders☆14Apr 30, 2024Updated 2 years ago
- Neural combinatorial optimization with equivariant quantum circuits.☆12May 13, 2022Updated 4 years ago
- Intuitive graphical representation of source code☆14Mar 15, 2023Updated 3 years ago
- Code for AAAI'24 paper "Rethinking Graph Masked Autoencoders through Alignment and Uniformity”.☆14Jun 14, 2024Updated last year
- 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.
- IJCAI‘23 Survey Track: Papers on Graph Pooling (GNN-Pooling)☆116Mar 28, 2025Updated last year
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆105Jun 15, 2021Updated 4 years ago
- Hierarchical Graph Pooling with Structure Learning☆345Jul 12, 2021Updated 4 years ago
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"☆41May 7, 2025Updated last year
- [IEEE Intelligent Systems] Awesome-Graph-augmented-LLM-Agent (GLA)☆73Nov 17, 2025Updated 6 months ago
- Model-Agnostic Augmentation for Accurate Graph Classification (WWW 2022)☆20Aug 22, 2025Updated 9 months ago
- SedanSpot: Detecting Anomalies in Edge Streams☆25Sep 11, 2018Updated 7 years ago
- Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction☆15Aug 31, 2024Updated last year
- A biologically interpretable graph neural network for multistain computational pathology - CVPR 2025☆28May 28, 2025Updated 11 months 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.
- Graph Metric Learning in PyTorch☆10Apr 7, 2021Updated 5 years ago
- Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)☆24Nov 2, 2022Updated 3 years ago
- Transcriptome State Perturbation Generator☆13Dec 3, 2021Updated 4 years ago
- MayaChemTools is a growing collection of Perl and Python scripts, modules, and classes to support a variety of day-to-day computational d…☆10Sep 1, 2020Updated 5 years ago
- Graph Masked Autoencoders☆27Aug 28, 2022Updated 3 years ago
- Unified Graph Transformer (UGT) is a novel Graph Transformer model specialised in preserving both local and global graph structures and d…☆28Jul 17, 2025Updated 10 months ago
- We are applying the notion of the spectral radius to NLP and data represented as graphs.☆10Jun 8, 2025Updated 11 months ago
- ☆15Aug 13, 2023Updated 2 years ago
- ijckg2021:ROSE-NER: Robust Semi-supervised Named Entity Recognition on Insufficient Labeled Data☆13Dec 7, 2021Updated 4 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.
- Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory☆13May 31, 2022Updated 3 years ago
- ☆20Dec 2, 2019Updated 6 years ago
- ☆32May 2, 2023Updated 3 years ago
- Python numerical optimization toolbox☆12Nov 20, 2018Updated 7 years ago
- Streaming Graph Server with partitioning☆15Aug 17, 2023Updated 2 years ago
- An experimental modular OS written in Rust.☆12Jul 19, 2024Updated last year
- Code for Unsupervised multi-granular Chinese word segmentation and term discovery via graph partition [JBI]☆16Jan 28, 2022Updated 4 years ago
- A curated list of awesome graph structure learning approaches☆41Nov 24, 2024Updated last year
- ☆10Feb 22, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Jun 18, 2025Updated 11 months ago
- KDD CUP 2020 ML Track 2 "Adversarial Attacks and Defense on Academic Graph": 1st Place Solution☆19Sep 29, 2020Updated 5 years ago
- Code repository for the paper "Geometric Scattering for Graph Data Analysis"☆14Aug 26, 2019Updated 6 years ago
- Implementation of Cascaded Head-colliding Attention (ACL'2021)☆11Sep 16, 2021Updated 4 years ago
- An idea that take advantages of features of deep learning to use unannotated samples for NER and identify sequences with error labels.☆16Feb 4, 2024Updated 2 years ago
- ☆13Feb 4, 2025Updated last year
- GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)☆35Jun 11, 2024Updated last year