External Resources

External Resources - Architectures

  • Yixuan He, Gesine Reinert, Songchao Wang, Mihai Cucuringu: SSSNET: Semi-Supervised Signed Network Clustering Paper, Code

  • Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng: SDGNN: Learning Node Representation for Signed Directed Networks Paper, Code

  • Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng: Signed Graph Attention Networks Paper, Code

  • Yu Li, Yuan Tian, Jiawei Zhang, Yi Chang: Learning Signed Network Embedding via Graph Attention Paper, Code

  • Tyler Derr, Yao Ma, Jiliang Tang: Signed graph convolutional networks Paper, Code

  • Xitong Zhang, Yixuan He, Nathan Brugnone, Michael Perlmutter, Matthew Hirn: Magnet: A neural network for directed graphs Paper, Code

  • Zekun Tong, Yuxuan Liang, Henghui Ding, Yongxing Dai, Xinke Li, Xinke, Changhu Wang: Directed Graph Contrastive Learning Paper, Code

  • Zekun Tong, Yuxuan Liang, Changsheng Sun, Xinke Li, David Rosenblum, Andrew Lim: Digraph inception convolutional networks Paper, Code

  • Yixuan He, Gesine Reinert, Mihai Cucuringu: DIGRAC: Digraph Clustering Based on Flow Imbalance Paper, Code

  • Zekun Tong, Yuxuan Liang, Changsheng Sun, David Rosenblum, Andrew Lim: Directed graph convolutional network Paper

  • Yixuan He, Michael Perlmutter, Gesine Reinert, Mihai Cucuringu: MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian Paper, Code

External Resources - Synthetic Data Generators

  • Yixuan He, Gesine Reinert, Songchao Wang, Mihai Cucuringu: SSSNET: Semi-Supervised Signed Network Clustering Paper, Code

  • Yixuan He, Gesine Reinert, Mihai Cucuringu: DIGRAC: Digraph Clustering Based on Flow Imbalance Paper, Code

  • Yixuan He, Michael Perlmutter, Gesine Reinert, Mihai Cucuringu: MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian Paper, Code <https://github.com/SherylHYX/MSGNN>

External Resources - Real-World Data Sets

  • Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng: SDGNN: Learning Node Representation for Signed Directed Networks Paper, Code

  • Yixuan He, Gesine Reinert, Songchao Wang, Mihai Cucuringu: SSSNET: Semi-Supervised Signed Network Clustering Paper, Code

  • Xitong Zhang, Yixuan He, Nathan Brugnone, Michael Perlmutter, Matthew Hirn: Magnet: A neural network for directed graphs Paper, Code

  • Yixuan He, Gesine Reinert, Mihai Cucuringu: DIGRAC: Digraph Clustering Based on Flow Imbalance Paper, Code

  • Yixuan He, Michael Perlmutter, Gesine Reinert, Mihai Cucuringu: MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian Paper, Code