A list of recent papers about Link Prediction.
☆130May 3, 2026Updated last week
Alternatives and similar repositories for Awesome-Link-Prediction
Users that are interested in Awesome-Link-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- code and data for Improving Temporal Link Prediction via Temporal Walk Matrix Projection, NeurIPS 2024☆14Oct 5, 2024Updated last year
- ☆51Aug 14, 2024Updated last year
- Code for Neurips 2024 paper: "Pure Message Passing Can Estimate Common Neighbor for Link Prediction"☆17Oct 8, 2024Updated last year
- Instant Graph Neural Networks for Dynamic Graphs☆11Dec 28, 2022Updated 3 years ago
- [KDD 2023] What’s Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders☆90Oct 29, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆14Apr 17, 2025Updated last year
- Code for IJCAI'24 paper: Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders☆14Apr 30, 2024Updated 2 years ago
- Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction☆12Aug 19, 2024Updated last year
- [WWW'24] Masked Graph Autoencoder with Non-discrete Bandwidths☆13Jun 23, 2024Updated last year
- Implementation of the KDD'24 paper "LPFormer: An Adaptive Graph Transformer for Link Prediction"☆30Nov 21, 2025Updated 5 months ago
- Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will cont…☆68Aug 30, 2023Updated 2 years ago
- Temporal Graph Benchmark project repo☆254Oct 6, 2025Updated 7 months ago
- ☆20Feb 10, 2024Updated 2 years ago
- ☆11Apr 20, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆24Apr 4, 2024Updated 2 years ago
- [NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"☆181Jun 5, 2025Updated 11 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆253May 18, 2024Updated last year
- GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks☆34Jul 2, 2019Updated 6 years ago
- The official Pytorch implementation of "UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledg…☆15May 16, 2022Updated 3 years ago
- ☆21Jan 13, 2026Updated 3 months ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆292Sep 28, 2023Updated 2 years ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆318Mar 10, 2025Updated last year
- Knowledge Hypergraphs: Prediction Beyond Binary Relations is a ServiceNow Research project that was started at Element AI.☆34Jul 15, 2022Updated 3 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.
- [SIGIR25] Unveiling Contrastive Learning‘ Capability of Neighborhood Aggregation for Collaborative Filtering☆16Jul 22, 2025Updated 9 months ago
- ☆19Dec 12, 2023Updated 2 years ago
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 years ago
- source code for IJCAI 2023 accpeted Paper CSGCL:Community Strength Enhanced Graph Contrastive Learning☆16Mar 20, 2024Updated 2 years ago
- ☆135Apr 3, 2025Updated last year
- ☆44Jul 18, 2023Updated 2 years ago
- ☆14Oct 21, 2024Updated last year
- Graph Self-Supervised Learning Toolkit☆45Jun 23, 2025Updated 10 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆156Sep 4, 2024Updated last year
- 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.
- [Paper][AAAI2023] Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding☆13Mar 3, 2023Updated 3 years ago
- ☆36Jan 1, 2026Updated 4 months ago
- [NeurIPS 2023] The official implementation of "Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition…☆12Oct 25, 2025Updated 6 months ago
- Temporal Graph Analysis with TGX☆29May 2, 2025Updated last year
- The code of paper Rethinking Graph Convolutional Networks in Knowledge Graph Completion. Zhanqiu Zhang, Jie Wang, Jieping Ye, Feng Wu. WW…☆63Mar 29, 2022Updated 4 years ago
- Official implementation of paper "GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfe…☆18Jan 27, 2024Updated 2 years ago
- Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics☆29Jan 29, 2018Updated 8 years ago