A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

Recommendation system based on knowledge graph embedding

Implementation of TransE model in PyTorch.

Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018

Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019

Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017

Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020

Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.

The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.

Some papers on Temporal Knowledge Graph Embedding and Reasoning

[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding

A Python library for knowledge graph representation learning (graph embedding).

TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion

Must-read papers on Knowledge Graph Embedding

Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)

Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion

🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings

Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).