YuxiaWu / SimpleDyGLinks
[WWW 2024] Code and data for "On the Feasibility of Simple Transformer for Dynamic Graph Modeling"
☆32Updated last year
Alternatives and similar repositories for SimpleDyG
Users that are interested in SimpleDyG are comparing it to the libraries listed below
Sorting:
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆274Updated 2 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆134Updated last year
- A Survey of Learning from Graphs with Heterophily☆152Updated 8 months ago
- Multi-scale Information Diffusion Prediction with Sequential Hypergraphs☆13Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆263Updated 11 months ago
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆82Updated 6 months ago
- ☆123Updated 2 years ago
- TransGNN, SIGIR 2024☆60Updated last year
- ☆16Updated last year
- code for "Self-supervised representation learning on dynamic graphs"☆27Updated 3 years ago
- Codes for ICLR 2024 paper "FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction"☆35Updated last year
- Code for OGC and GGCM☆14Updated last year
- ☆23Updated last year
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆86Updated 11 months ago
- This is the source code for [SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning]☆15Updated last year
- ☆80Updated last year
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆130Updated last year
- The codes of IJCAI 2021 paper "Temporal Heterogeneous Information Network Embedding"☆15Updated 3 years ago
- Code & data for AAAI'23 Oral paper "Heterogeneous Graph Masked Autoencoders".☆64Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆121Updated 2 years ago
- Data repository for PyGOD☆44Updated last year
- The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).☆46Updated last year
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆59Updated last year
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆61Updated 3 months ago
- An Empirical Evaluation of Temporal Graph Benchmark☆37Updated 2 years ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆223Updated last month
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆50Updated last year
- [WWW'24] Masked Graph Autoencoder with Non-discrete Bandwidths☆12Updated last year
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆125Updated 3 years ago
- PyTorch implementation of "Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials."☆19Updated 10 months ago