Streaming Graph Neural Networks via Continual Learning (CIKM 2020)
☆43Feb 18, 2021Updated 5 years ago
Alternatives and similar repositories for ContinualGNN
Users that are interested in ContinualGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆36Dec 31, 2020Updated 5 years ago
- ☆60Nov 15, 2024Updated last year
- ☆10Nov 23, 2020Updated 5 years ago
- Lifelong Learning of Graph Neural Networks for Open-World Node Classification☆30Oct 4, 2023Updated 2 years ago
- Pytorch Implementation of WSDM 2022 -- Graph Few-shot Class-incremental Learning☆23Apr 21, 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.
- ☆50May 24, 2022Updated 4 years ago
- ☆13Dec 16, 2021Updated 4 years ago
- Easy-to-use framework for graph continual learning with Python☆36Oct 10, 2024Updated last year
- ☆65Nov 23, 2020Updated 5 years ago
- [CVPR 2022 Oral] Lifelong Graph Learning☆77Mar 5, 2022Updated 4 years ago
- Pytorch implementation of "Streaming Graph Neural Network" (not author just trying to reproduce the experiment results)☆22Dec 4, 2020Updated 5 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
- [ICLR 2023 Oral] Towards Open Temporal Graph Neural Networks☆36Jun 3, 2023Updated 2 years ago
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"☆45Jan 6, 2024Updated 2 years 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.
- The official source code for Self-Guided Robust Graph Structure Refinement (SG-GSR) at WWW 2024 Research Track.☆17Apr 23, 2024Updated 2 years ago
- 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
- Examples using PyTorch-BigGraph☆17Jun 21, 2019Updated 6 years ago
- Pre-trained Online Contrastive Learning for Insurance Fraud Detection☆13Jul 12, 2024Updated last year
- Graph Few-Shot Class-Incremental Learning via Prototype Representation☆21Aug 14, 2022Updated 3 years ago
- SG-EDNE: Skip-Gram based Ensembles Dynamic Network Embedding (for our paper "Robust Dynamic Network Embedding via Ensembles")☆10Oct 4, 2021Updated 4 years ago
- ☆12Jul 8, 2022Updated 3 years ago
- Incremental learning for recommender systems☆35Apr 12, 2023Updated 3 years ago
- Unofficial pytorch implementation of DisenGCN☆14Jun 19, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/930271…☆65Oct 3, 2021Updated 4 years ago
- Python code that demonstrates how data generated from an IBP changes as you vary the process hyperparameters☆12Aug 24, 2016Updated 9 years ago
- Code for our paper 'Dynamically Expandable Graph Convolution for Streaming Recommendation' accepted by the Web Conference (WWW) 2023.☆24Feb 6, 2023Updated 3 years ago
- ☆22Feb 10, 2023Updated 3 years ago
- ☆13May 26, 2018Updated 8 years ago
- ☆16Sep 10, 2023Updated 2 years ago
- GraphMineSuite (GMS): a benchmarking suite for graph mining algorithms such as graph pattern matching or graph learning☆26Jun 11, 2021Updated 4 years ago
- ☆13Mar 8, 2024Updated 2 years ago
- This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The We…☆16Jan 27, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)☆24Jun 21, 2020Updated 5 years ago
- [EMNLP 2023] Once Upon a *Time* in *Graph*: Relative-Time Pretraining for Complex Temporal Reasoning☆17Oct 31, 2023Updated 2 years ago
- Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track☆22Aug 19, 2024Updated last year
- ☆23Jan 14, 2026Updated 4 months ago
- ☆19Sep 17, 2021Updated 4 years ago
- DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity☆29Sep 18, 2021Updated 4 years ago
- An implementation of "Graph Structural-topic Neural Network"☆73Sep 30, 2020Updated 5 years ago