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 3 years ago
- ☆59Nov 15, 2024Updated last year
- Implementation of Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting (ICLR 2023)☆13Apr 14, 2023Updated 2 years ago
- Pytorch implementation for ICLR24:"Online GNN Evaluation Under Test-Time Graph Distribution Shifts"☆16Mar 23, 2024Updated 2 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.
- Easy-to-use framework for graph continual learning with Python☆36Oct 10, 2024Updated last year
- 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
- Adversarial Deep Network Embedding for Cross-network Node Classification☆18Oct 31, 2021Updated 4 years ago
- Can Graph Neural Networks Go "Online"? An Analysis of Pretraining and Inference☆19Sep 8, 2019Updated 6 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 3 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆11Sep 4, 2019Updated 6 years ago
- GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts (NeurIPS 2024)☆30Mar 1, 2025Updated last year
- The released code for the paper: Pooling Architecture Search for Graph Classification, in CIKM 2021.☆26Jan 26, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Graph Few-Shot Class-Incremental Learning via Prototype Representation☆21Aug 14, 2022Updated 3 years ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆25Jun 7, 2023Updated 2 years ago
- ☆31Oct 13, 2021Updated 4 years ago
- ☆10Aug 2, 2021Updated 4 years ago
- Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effe…☆26Jul 20, 2024Updated last year
- Multiple traffic entities detection and tracking from bird-view drone stationary videos https://engyasin.github.io/Offline_MOT/☆14Mar 27, 2023Updated 3 years ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆65Jun 23, 2023Updated 2 years ago
- The official source code for [2026 ICLR] "IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra"☆11Feb 25, 2026Updated last month
- Neural architecture search utilizes the evolution algorithm and the GNN predictor.☆10Jul 25, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆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 last year
- Memory Replay GANs: learning to generate images from new categories without forgetting☆12May 28, 2023Updated 2 years ago
- A collection of graph data used for semi-supervised node classification.☆40Sep 11, 2022Updated 3 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆20Feb 9, 2025Updated last year
- [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
- ☆10Nov 15, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for TNNLS paper "Beyond Homophily and Homogeneity Assumption: Relation-based Frequency Adaptive Graph Neural Networks"☆14Feb 27, 2024Updated 2 years ago
- Dynamic PageRank☆16Aug 7, 2015Updated 10 years ago
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16May 31, 2024Updated last year
- ☆12Nov 1, 2024Updated last year
- Codes for "EDG-based Question Decomposition for Complex Question Answering over Knowledge Bases"☆13Nov 12, 2021Updated 4 years ago
- Sequential planner for large text based environments☆12Dec 13, 2023Updated 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