This repository contains the official implementation of the paper: "A Generalizable Anomaly Detection Method in Dynamic Graphs", accepted at AAAI 2025.
☆54Dec 9, 2025Updated 5 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:
- Time Series Forecasting with Dynamic Graph Modeling☆16Aug 31, 2025Updated 8 months ago
- ☆11Apr 10, 2025Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆43Jan 27, 2023Updated 3 years ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 4 months ago
- ☆13Dec 13, 2023Updated 2 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.
- [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 9 months ago
- ☆24Aug 3, 2024Updated last year
- This is code for Multi-period Learning for Financial Time Series Forecasting (MLF, published in KDD 2025), which incorporates multiple in…☆32May 1, 2026Updated 3 weeks ago
- Time-RA: Towards Time Series Reasoning for Anomaly with LLM Feedback☆23Jan 10, 2026Updated 4 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆49Apr 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…☆20Jul 13, 2024Updated last year
- A model named ATMOL for predicting molecular property☆10May 2, 2022Updated 4 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.
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆16Mar 31, 2025Updated last year
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆38Sep 2, 2025Updated 8 months ago
- Fight for future.☆10Oct 29, 2022Updated 3 years ago
- [KDD 2024] Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective☆19Jun 26, 2024Updated last year
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆39Jul 19, 2025Updated 10 months ago
- 基于seq2seq模型的风功率预测☆31Nov 2, 2019Updated 6 years ago
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆11May 21, 2023Updated 3 years ago
- [AAAI 2026] Official Repository for "Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models"☆42Nov 13, 2025Updated 6 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆99Sep 2, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Jun 23, 2022Updated 3 years ago
- ☆13Apr 2, 2024Updated 2 years ago
- Interaction-Focused Anomaly Detection on Bipartite Node-and-Edge-Attributed Graphs☆17Aug 7, 2023Updated 2 years ago
- Author: Daheng Wang (dwang8@nd.edu). KDD'20. Modeling temporal graphs.☆21Jul 6, 2023Updated 2 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- MD,LSTM-AE,VAE-MAD-GAN☆31Jun 7, 2021Updated 4 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- ☆26Apr 28, 2024Updated 2 years ago
- ☆18Mar 15, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS'23] Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling. Haotao Wang, Ziyu Jiang, Yuning Y…☆58Dec 10, 2023Updated 2 years ago
- A-Net: An A-shape Lightweight Neural Network for Real-time Surface Defect Segmentation☆18Feb 1, 2024Updated 2 years ago
- Here is the code developed for the paper "A deep learning framework based on generative adversarial networks and vision transformer for c…☆18Nov 22, 2022Updated 3 years ago
- Scraping repository of the most relevant topics with regards to Spatio-Temporal Neural Networks available in the arXiv archive. The repos…☆19Updated this week
- ☆10Jun 17, 2023Updated 2 years ago
- The link of DGNN's model and some datasets☆26Apr 2, 2025Updated last year
- Code for "HINTS: Citation Time Series Prediction for New Publications via Dynamic Heterogeneous Information Network Embedding".☆14Mar 26, 2022Updated 4 years ago