Lifelong Learning of Graph Neural Networks for Open-World Node Classification
☆30Oct 4, 2023Updated 2 years ago
Alternatives and similar repositories for lifelong-learning
Users that are interested in lifelong-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:
- Streaming Graph Neural Networks via Continual Learning (CIKM 2020)☆43Feb 18, 2021Updated 5 years ago
- Pytorch Implementation of WSDM 2022 -- Graph Few-shot Class-incremental Learning☆23Apr 21, 2022Updated 4 years ago
- ☆60Nov 15, 2024Updated last year
- [CVPR 2022 Oral] Lifelong Graph Learning☆77Mar 5, 2022Updated 4 years ago
- Easy-to-use framework for graph continual learning with Python☆36Oct 10, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch_Geometric实现的JK-Nets（Jumping Knowledge Network），其中也包括了baseline的GCN和GAT。数据集使用的 「Cora、Citeseer、Pubmed」☆15Jan 23, 2021Updated 5 years 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
- Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"☆22Sep 24, 2025Updated 8 months ago
- Adversarial Deep Network Embedding for Cross-network Node Classification☆18Oct 31, 2021Updated 4 years ago
- The official source code for "GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignm…☆27Sep 23, 2022Updated 3 years ago
- Pytorch Implementation of Rethinking Graph Neural Architecture Search from Message-passing (CVPR'21)☆53May 4, 2022Updated 4 years ago
- The released code for the paper: Pooling Architecture Search for Graph Classification, in CIKM 2021.☆26Jan 26, 2022Updated 4 years ago
- Graph Few-Shot Class-Incremental Learning via Prototype Representation☆21Aug 14, 2022Updated 3 years ago
- Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering☆13Aug 22, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆32Oct 13, 2021Updated 4 years ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆24Jun 7, 2023Updated 2 years ago
- Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effe…☆27Jul 20, 2024Updated last year
- ☆23Jan 14, 2026Updated 4 months ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆66Jun 23, 2023Updated 2 years ago
- ☆15Nov 3, 2022Updated 3 years ago
- 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 23 Oral - HoLe: Homophily-enhanced Structure Learning for Graph Clustering☆11Feb 29, 2024Updated 2 years ago
- ☆12Dec 17, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆20Feb 9, 2025Updated last year
- A collection of graph data used for semi-supervised node classification.☆41Sep 11, 2022Updated 3 years ago
- [PR 2021] Code for "GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction"☆12Aug 25, 2021Updated 4 years ago
- Implementation for paper "Link Prediction on Heterophilic Graphs via Disentangled Representation Learning"☆13Aug 26, 2022Updated 3 years ago
- A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875☆10Jul 22, 2020Updated 5 years ago
- Pytorch Implmentation of Meta Attack via Contrastive Surrogate Objective☆12May 21, 2024Updated 2 years ago
- ☆10Nov 15, 2024Updated last year
- Trajectory extraction from traffic surveillance videos☆13Feb 16, 2021Updated 5 years ago
- ☆12Nov 1, 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.
- Codes for "EDG-based Question Decomposition for Complex Question Answering over Knowledge Bases"☆13Nov 12, 2021Updated 4 years ago
- Official implementation of 'P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering'. (Accepted by ICLR 2024)☆18Jan 19, 2024Updated 2 years ago
- ☆13Feb 18, 2024Updated 2 years ago
- The official source code for "Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Model".☆14Jul 23, 2024Updated last year
- Official source code for MoSSo, described in the paper Incremental Lossless Graph Summarization, Jihoon Ko*, Yunbum Kook* and Kijung Shin…☆15Jun 1, 2022Updated 3 years ago
- This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.☆15Sep 29, 2021Updated 4 years ago
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 2 years ago