Review of Network Representation Learning for BU EC 503. **
Konstantinos Ameranis, Panagiota Kiourti, Konstantinos Sotiropoulos, Erasmo Tani, Isidora Tourni
- DeepWalk: Online Learning of Social Representations
- node2vec: Scalable Feature Learning for Networks
- LINE: Large-scale Information Network Embedding
- HARP: Hierarchical Representation Learning for Networks
- Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
- RAND-WALK: A Latent Variable Model Approach to Word Embeddings
- struc2vec: Learning Node Representations from Structural Identity
- LASAGNE: Locality And Structure Aware Graph Node Embedding
- Convolutional neural networks on graphs with fast localized spectral filtering
- Semi-supervised classification with graph convolutional networks
- Inductive representation learning on large graphs