STMR2

build-knowledge-graphs-tutorial

Tutorial: Build a Knowledge Graph and apply KGE Techniques for Link Prediction

ComplExInteraction

CInteractE: Complex Convolution-based Knowledge Graph Embedding for Link Prediction

KGC-Benchmark-Datasets

Knowledge Graph Completion Benchmark Datasets

KGE

Some papers on Knowledge Graph Embedding(KGE)

LinearComplEx

Linearity Trick for Complex Embedding Model Enhancing Link Prediction on Knowledge Graphs

NeuPLowFER

NonLowFER: Neural Network Powered Low-rank Bilinear Pooling for Link Prediction on Knowledge Graph

QuatRDE

QuatRDE: Dynamic Relation-Aware Quaternions for Knowledge Graph Embeddings

TKGC-Benchmark-Datasets

Temporal Knowledge Graph Completion Benchmark Datasets

tkger

Some papers on Temporal Knowledge Graph Embedding and Reasoning

torchkge-examples

Knowledge Graph Embedding model reimplementation with TorchKGE

stmrdus/tkger

Some papers on Temporal Knowledge Graph Embedding and Reasoning

stmrdus/QuatRDE

QuatRDE: Dynamic Relation-Aware Quaternions for Knowledge Graph Embeddings

stmrdus/ComplExInteraction

CInteractE: Complex Convolution-based Knowledge Graph Embedding for Link Prediction

stmrdus/LinearComplEx

Linearity Trick for Complex Embedding Model Enhancing Link Prediction on Knowledge Graphs

stmrdus/KGC-Benchmark-Datasets

Knowledge Graph Completion Benchmark Datasets

stmrdus/TKGC-Benchmark-Datasets

Temporal Knowledge Graph Completion Benchmark Datasets

stmrdus/KGE

Some papers on Knowledge Graph Embedding(KGE)

stmrdus/NeuPLowFER

NonLowFER: Neural Network Powered Low-rank Bilinear Pooling for Link Prediction on Knowledge Graph

stmrdus/UCompGCN

Composition-based Multi-Relational Graph-UNets

stmrdus/.github

stmrdus/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

stmrdus/Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

stmrdus/awesome-explainable-reinforcement-learning

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

stmrdus/Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

stmrdus/awesome-knowledge-graph

A curated list of Knowledge Graph related learning materials, databases, tools and other resources

stmrdus/Awesome-Knowledge-Graph-Reasoning

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

stmrdus/awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

stmrdus/Awesome-TKGC

stmrdus/docker-pytorch

A Docker image for PyTorch

stmrdus/graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

stmrdus/graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

stmrdus/KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

stmrdus/knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

stmrdus/machine_unlearning

Existing Literature about Machine Unlearning

stmrdus/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

stmrdus/Reinforcement-learning-on-graphs-A-survey

This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.

stmrdus/simple-gcn

Simple implementation of Graph Convolutional Network with Deep Graph Library

stmrdus/tgn

TGN: Temporal Graph Networks

stmrdus/v198

Proceedings of Learning on Graphs 2022

stmrdus/XRL

Explainable Reinforcement Learning (XRL) Resources