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
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 last year
- 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
- Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"☆22Sep 24, 2025Updated 5 months ago
- 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 ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆25Jun 7, 2023Updated 2 years ago
- Protein structure prediction is the task of predicting the 3-dimensional structure (shape) of a protein given its amino acid sequence and…☆20Aug 4, 2022Updated 3 years ago
- Graph Few-Shot Class-Incremental Learning via Prototype Representation☆21Aug 14, 2022Updated 3 years ago
- Can Graph Neural Networks Go "Online"? An Analysis of Pretraining and Inference☆19Sep 8, 2019Updated 6 years ago
- Learning GNN and Knowledge Graph☆26Aug 15, 2020Updated 5 years ago
- The released code for the paper: Pooling Architecture Search for Graph Classification, in CIKM 2021.☆26Jan 26, 2022Updated 4 years ago
- Search comments and highlights annotations in PDF documents.☆12May 4, 2023Updated 2 years ago
- Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022☆41Jun 13, 2022Updated 3 years ago
- Sequential planner for large text based environments☆12Dec 13, 2023Updated 2 years ago
- A LibreOffice extension that converts JabRef references to plain text code and vice versa so that you can use your references with MS Off…☆12Aug 15, 2024Updated last year
- SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition, AAAI2020.☆14Dec 15, 2020Updated 5 years ago
- Open-source framework for science presentations and talks, generating interactive HTML from simple Python based interface.☆13Jul 21, 2025Updated 7 months ago
- GeoViz: A Multi-View Visual Platform for Spatio-temporal Knowledge Graph☆13May 13, 2024Updated last year
- Multilingual Language Modeling Toolkit☆11May 25, 2017Updated 8 years ago
- code for progressive gsl☆12Jan 15, 2026Updated last month
- Continual Learning for Transformers that allows training on multiple tasks sequentially while preserving knowledge from earlier tasks usi…☆17Aug 8, 2025Updated 6 months ago
- CVE-2024-43451 is a Windows NTLM vulnerability that allows an attacker to force authentication and capture NTLM hashes by using malicious…☆15Jan 21, 2025Updated last year
- Interactive map of the Italian regions and provinces.☆10Apr 5, 2018Updated 7 years ago
- HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion☆12Jul 6, 2024Updated last year
- Search for a given subsequence in a list of strings and transform the resulting list as required☆18Nov 15, 2015Updated 10 years ago
- An async-friendly streaming parser for geonames data.☆12Nov 2, 2015Updated 10 years ago
- ☆13Jan 14, 2026Updated last month
- ☆14Jan 11, 2021Updated 5 years ago
- Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective☆14Oct 22, 2024Updated last year
- Random Generator of Btor2 Files☆10Sep 2, 2023Updated 2 years ago
- A collection of graph data used for semi-supervised node classification.☆40Sep 11, 2022Updated 3 years ago
- A very basic JavaScript implementation of a context menu☆11Jan 25, 2020Updated 6 years ago
- Synthetic graph generator☆12Nov 7, 2023Updated 2 years ago
- ☆10Nov 15, 2024Updated last year
- Programs for computing beautiful pictures and animations of zeroes of polynomials.☆14Aug 14, 2024Updated last year