Cantoria / dynamic-graph-papersView external linksLinks
Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph
☆458Oct 29, 2023Updated 2 years ago
Alternatives and similar repositories for dynamic-graph-papers
Users that are interested in dynamic-graph-papers are comparing it to the libraries listed below
Sorting:
- Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).☆700Jun 4, 2025Updated 8 months ago
- Reproducing the results of the paper Continuous-time Dynamic Network Embeddings☆30Aug 9, 2019Updated 6 years ago
- A paper list of research about social knowledge graph☆69Jan 6, 2023Updated 3 years ago
- ☆356Apr 7, 2020Updated 5 years ago
- ☆341Jul 25, 2024Updated last year
- CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/…☆94Jan 22, 2026Updated 3 weeks ago
- DyHATR (ECML-PKDD 2020)☆44Jun 24, 2020Updated 5 years ago
- TGN: Temporal Graph Networks☆1,160May 28, 2024Updated last year
- 动态图嵌入方法学习☆16Jan 20, 2022Updated 4 years ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆288Sep 28, 2023Updated 2 years ago
- Representation learning on dynamic graphs using self-attention networks☆308Mar 24, 2023Updated 2 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆607Sep 15, 2020Updated 5 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Dec 27, 2021Updated 4 years ago
- 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
- Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs☆610Oct 11, 2021Updated 4 years ago
- This is the official code release of the following paper: Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu , Yong Zhu, Long…☆30Mar 20, 2023Updated 2 years ago
- ☆215Dec 25, 2023Updated 2 years ago
- This repository contains implementation of DHNE : Network Representation Learning Method for Dynamic Heterogeneous Network.☆10May 11, 2019Updated 6 years ago
- A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"☆412Jul 25, 2024Updated last year
- Code of TiRGN☆48Aug 12, 2022Updated 3 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,711Feb 2, 2024Updated 2 years ago
- PyTorch code for "Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions"☆101Jan 7, 2021Updated 5 years ago
- PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)☆2,943Sep 18, 2025Updated 4 months ago
- TREND: TempoRal Event and Node Dynamics for Graph Representation Learning. WWW-2022.☆37May 8, 2024Updated last year
- This is the official code release of the following paper: Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzh…☆160Mar 20, 2023Updated 2 years ago
- An implementation of paper: Dynamic Network Embedding: An Extended Approach for Skip-gram based Network Embedding☆18Jan 20, 2021Updated 5 years ago
- [NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dyna…☆54Nov 23, 2022Updated 3 years ago
- A Pytorch implement of paper "Anomaly detection in dynamic graphs via transformer" (TADDY).☆60Nov 17, 2021Updated 4 years ago
- Code for "HINTS: Citation Time Series Prediction for New Publications via Dynamic Heterogeneous Information Network Embedding".☆14Mar 26, 2022Updated 3 years ago
- Dynamic graph/network dataset for dynamic graph/network embedding/representation☆36Apr 26, 2020Updated 5 years ago
- Code for "DyGCN: Dynamic Graph Embedding with Graph Convolutional Network"☆39Apr 25, 2024Updated last year
- A Data-Driven Graph Generative Model for Temporal Interaction Networks☆36Oct 11, 2022Updated 3 years ago
- ☆31Jun 14, 2020Updated 5 years ago
- Must-read papers on graph foundation models (GFMs)☆361Aug 24, 2025Updated 5 months ago
- Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)☆457Mar 17, 2022Updated 3 years ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,816Feb 1, 2024Updated 2 years ago
- ☆51Apr 13, 2021Updated 4 years ago
- KDD'22☆64Nov 4, 2022Updated 3 years ago
- ☆24May 23, 2024Updated last year