THUDM / MCNS
Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"
☆112Updated 3 years ago
Alternatives and similar repositories for MCNS:
Users that are interested in MCNS are comparing it to the libraries listed below
- Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"☆55Updated 4 years ago
- Re-Implement "Graph Convolutional Matrix Completion" (PyTorch and PyTorch Geometric)☆154Updated 8 months ago
- ☆83Updated 5 years ago
- An implementation of "Graph Structural-topic Neural Network"☆72Updated 4 years ago
- Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)☆148Updated 2 years ago
- MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021☆97Updated 2 years ago
- Code for Next-item Recommendation with Sequential Hypergraph (SIGIR2020)☆58Updated 4 years ago
- [WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization☆75Updated 3 years ago
- Measuring and Improving the Use of Graph Information in Graph Neural Networks☆82Updated 8 months ago
- Source code for KDD 2019 paper "Adversarial Learning on Heterogeneous Information Networks"☆70Updated 5 years ago
- Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"☆61Updated 3 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Updated 3 years ago
- HDGI code☆61Updated 5 years ago
- Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"☆35Updated 2 years ago
- STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems☆108Updated 4 years ago
- Scalable Graph Neural Networks for Heterogeneous Graphs☆71Updated 4 years ago
- A tensorflow implementation of GCN-LPA☆99Updated 5 years ago
- ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-2018)☆84Updated 2 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆112Updated last year
- Disentagnled Graph Collaborative Filtering, SIGIR2020☆139Updated 4 years ago
- NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization☆130Updated 2 years ago
- Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 2019.☆48Updated 3 years ago
- Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"☆127Updated 2 years ago
- A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization☆161Updated 5 years ago
- Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"☆50Updated 4 years ago
- Reproduce KGAT using DGL☆35Updated 5 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆82Updated 11 months ago
- Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Explorin…☆78Updated last year
- Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (NeurIPS 2019)☆45Updated last year
- Code for Arxiv 2018 Paper "HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding"☆31Updated 5 years ago