This repository contains the official implementation of the paper: "A Generalizable Anomaly Detection Method in Dynamic Graphs", accepted at AAAI 2025.
☆54Dec 9, 2025Updated 8 months ago
Alternatives and similar repositories for GeneralDyG
Users that are interested in GeneralDyG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Sep 23, 2025Updated 10 months ago
- This repository contains the official implementation of the paper: "EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large L…☆72May 24, 2026Updated 2 months ago
- Hybrid approach combining LSTM and Graph Convolutional Networks (GCN) for real-time anomaly detection in dynamic computer network data.☆11Jun 14, 2025Updated last year
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- ☆12Apr 10, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆44Jan 27, 2023Updated 3 years ago
- Time Series Forecasting with Dynamic Graph Modeling☆16Aug 31, 2025Updated 11 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated 6 months ago
- Official repository for 2025 TKDE survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of …☆229Jun 6, 2026Updated 2 months ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆15Sep 27, 2024Updated last year
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆66Aug 13, 2025Updated last year
- ☆18Mar 24, 2026Updated 4 months ago
- 基于NPD特征+决策树(基分类器)的Adaboost图像识别算法的可调参可视化的模型训练&预测☆11Dec 11, 2017Updated 8 years ago
- Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies☆16Feb 13, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A GCN based visual question generation model☆13Aug 21, 2019Updated 6 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆51Apr 7, 2023Updated 3 years ago
- ☆15Aug 21, 2023Updated 2 years ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆22Jul 13, 2024Updated 2 years ago
- ☆14Nov 12, 2024Updated last year
- ☆17Feb 5, 2025Updated last year
- Configuration Example Generalizing Synthesizer☆17Jun 12, 2025Updated last year
- Abomaly Prediction☆10Nov 13, 2024Updated 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.
- Fight for future.☆10Oct 29, 2022Updated 3 years ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆16Mar 31, 2025Updated last year
- personalized recommendation☆12Mar 26, 2020Updated 6 years ago
- ☆14Jan 21, 2018Updated 8 years ago
- [KDD 2024] Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective☆20Jun 26, 2024Updated 2 years ago
- ☆287Sep 19, 2025Updated 10 months ago
- ☆13Apr 2, 2024Updated 2 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆100Sep 2, 2025Updated 11 months ago
- Implementation of the CTDNE algorithm.☆15Oct 28, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- Precursor-of-Anomaly Detection☆10Oct 25, 2024Updated last year
- Interaction-Focused Anomaly Detection on Bipartite Node-and-Edge-Attributed Graphs☆18Aug 7, 2023Updated 3 years ago
- [DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)☆11Mar 20, 2023Updated 3 years ago
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆11May 21, 2023Updated 3 years ago
- ☆26Apr 28, 2024Updated 2 years ago
- Official implementation of Cererba☆22Jul 4, 2026Updated last month