SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

Extension of the original word2vec using different architectures

Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components

Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"

SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowledge into the popular data-driven learning process of word ve…

code for paper "Attributed Network Embedding via Subspace Discovery"

Code of the paper "Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective"

dmne is an algorithm to learn node representations from multi-network data.

Code for ICDM-2018 paper: SINE: Sclable Incomplete Network Embedding

Source Code for IJCAI 2018 paper "Biased Random Walk based Social Regularization for Word Embeddings"