AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators (AAAI 2022)
☆48Mar 2, 2022Updated 4 years ago
Alternatives and similar repositories for AutoGCL
Users that are interested in AutoGCL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Adversarial Graph Augmentation to Improve Graph Contrastive Learning☆93Dec 2, 2021Updated 4 years ago
- Ratioanle-aware Graph Contrastive Learning codebase☆44Jun 15, 2023Updated 2 years ago
- Source code for NeurIPS 2022 paper "Uncovering the Structural Fairness in Graph Contrastive Learning"☆29Oct 25, 2022Updated 3 years ago
- ☆14Nov 2, 2023Updated 2 years ago
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆962Feb 17, 2026Updated 3 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The implement of papar "Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization"☆18Aug 11, 2021Updated 4 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆632Jul 17, 2024Updated last year
- [WWW 2022] "SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation"☆82Jun 13, 2022Updated 3 years ago
- Code for "Graph Contrastive Learning with Cohesive Subgraph Awareness"☆20Feb 29, 2024Updated 2 years ago
- [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Y…☆65Oct 23, 2022Updated 3 years ago
- Bootstrapping User and Item Representations for One-Class Collaborative Filtering☆28Aug 10, 2021Updated 4 years ago
- [ICLR 2025] Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting☆16Nov 24, 2025Updated 6 months ago
- ☆14Nov 21, 2023Updated 2 years ago
- SVM, FCN, Auto-encoder + MLP, GCN and EV-GCN☆19Mar 28, 2025Updated last year
- 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.
- [ICLR 2023] "Graph Domain Adaptation via Theory-Grounded Spectral Regularization" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen☆24Feb 27, 2023Updated 3 years ago
- [ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Yo…☆117Sep 9, 2024Updated last year
- ☆15Mar 5, 2023Updated 3 years ago
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 years ago
- Here we introduce the problem of 3D solids classification with a CNN (spheres and octahedra). We implemented a 3D GradCam model, in orde…☆11Nov 25, 2019Updated 6 years ago
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆24Mar 16, 2025Updated last year
- [Computer in Biology and Medicine (Q1)] Official PyTorch Implementation for PLSNet.☆14Aug 12, 2024Updated last year
- The official source code for "Augmentation-Free Self-Supervised Learning on Graphs"☆79Apr 4, 2022Updated 4 years ago
- An official PyTorch implementation of "Certifiably Robust Graph Contrastive Learning" (NeurIPS 2023)☆11Jan 22, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- code for "Self-supervised representation learning on dynamic graphs"☆27Jan 4, 2022Updated 4 years ago
- Contrastive Graph Structure Learning via Information Bottleneck for Recommendation☆29Oct 13, 2022Updated 3 years ago
- The official implementation of MVS-GCN☆21Oct 13, 2022Updated 3 years ago
- This project involves the code and supplementary materials of paper "Node Representation Learning in Graph via Node-to-Neighbourhood Mutu…☆36Mar 1, 2023Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆121Nov 25, 2021Updated 4 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆23Sep 25, 2021Updated 4 years ago
- Open-source code for ''Graph Neural Networks with Adaptive Frequency Response Filter''.☆25Jul 8, 2022Updated 3 years ago
- [WWW 2022] "A Simple Framework for Graph Contrastive Learning without Data Augmentation"☆19Feb 19, 2022Updated 4 years ago
- Tool for Evaluating Multilingual WS-353 and SimLex-999☆10Dec 15, 2016Updated 9 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for KDD'22 paper, COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning☆49Jun 7, 2023Updated 3 years ago
- Learning Graphons via Structured Gromov-Wasserstein Barycenters☆23Dec 13, 2020Updated 5 years ago
- ☆10Aug 24, 2023Updated 2 years ago
- [ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"☆47Jun 13, 2022Updated 3 years ago
- [SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".☆28Jan 5, 2024Updated 2 years ago
- ☆130Oct 16, 2023Updated 2 years ago
- CIKM 2023, the code and datasets for PKEF.☆13Aug 28, 2023Updated 2 years ago