This repo is a resorce curated for researchers
| Sr.No | Name of paper | Basic Idea | Link to website |
|---|---|---|---|
| 1 | Code2Vec | Neural Model for representing snippets of code as continuous distributed vectors (“code embeddings”) | https://code2vec.org/ |
| 2 | Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation | Graph Convolutional Policy Network (GCPN), a general graph convolutional network based model for goal-directed graph generation through reinforcement learning. | Github |
| 3 | Dynamic Routing Between Capsules | Capsules introduce a new building block that can be used in deep learning to better model hierarchical relationships inside of internal knowledge representation of a neural network. Intuition behind them is very simple and elegant | Github |
| 4 | Struc2vec : Learning Node Representations from Structural Identity | Flexible framework for learning latent representations for the structural identity of nodes. Struc2vec uses a hierarchy to measure node similarity at different scales, and constructs a multilayer graph to encode structural similarities and generate structural context for nodes. | Github |