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hgp-sl

Hierarchical Graph Pooling with Structure Learning(AAAI-2020)

hierarchical-pooling

Implemenation of the paper "Towards Sparse Hierarchical Graph Classifier" tested on Enzymes and Proteins datasets using Python 3.6 and Tensorflow 2.0.

hire-ner

Codes for the paper Hierarchical Contextualized Representation for Named Entity Recognition

hypergcn

hyperim

PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"

iclr19-graph2graph

Learning Multimodal Graph-to-Graph Translation for Molecular Optimization (ICLR 2019)

ijcai2019_hgat

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 2019.

inc-few-shot-attractor-public

Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"

joint-kg-recommender

karateclub

A general purpose community detection and network embedding library for research built on NetworkX.

knowledge_distillation_via_tf2.0

The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

kprn

Reasoning Over Knowledge Graph Paths for Recommendation

lanczosnetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

lexicalat

Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"

livebot

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts (AAAI 2019)

long-short-graph-memory-network

Long-Short Graph Memory Network for Skeleton-based Action Recognition（WACV2020）

lr-gccf

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

ma-gcnns

mcles

Multi-view Clustering in Latent Embedding Space, AAAI2020

mixhop

Official Implementation of ICML 2019 Paper. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing; and UAI 2019 Paper: N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification

mkr

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

mmgcn

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

mmgnn_textvqa

A Pytorch implementation of CVPR 2020 paper: Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text

mr-gnn

CODE OF 'MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions'

mt-gan-pytorch

PyTorch Implementation of "Learning to Transfer: Unsupervised Domain Translation via Meta-Learning"

mugnn

Source code for ACL2019 paper "Multi-Channel Graph Neural Network for Entity Alignment".

multi-component-graph-convolutional-collaborative-filtering

Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"

multike

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

multiscalegnn

Implementation of the paper "Community Detection with Graph Neural Networks", [1] in Pytorch