YingtongDou / Nash-Detect
Code for KDD 2020 paper Robust Spammer Detection by Nash Reinforcement Learning
☆118Updated 3 years ago
Related projects: ⓘ
- Sketch-Based Anomaly Detection in Streaming Graphs☆77Updated last month
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆165Updated last year
- An Unsupervised Graph-based Toolbox for Fraud Detection☆126Updated 2 years ago
- Structure-based Sybil/Fake account/Spam detection in social networks☆24Updated 2 years ago
- Python Implementation of 'Spectral Clustering in Heterogeneous Information Networks'.☆22Updated 4 years ago
- A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).☆81Updated last year
- A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).☆362Updated last year
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆317Updated last year
- A tensorflow implementation of CommunityGAN (Community Detection with Generative Adversarial Nets)☆77Updated 5 years ago
- A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).☆82Updated last year
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆132Updated last year
- ANRL: Attributed Network Representation Learning via Deep Neural Networks(IJCAI-2018)☆85Updated last year
- A curated list of awesome graph representation learning.☆67Updated 3 years ago
- A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).☆268Updated last year
- A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X☆125Updated 2 years ago
- A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).☆211Updated last year
- SedanSpot: Detecting Anomalies in Edge Streams☆22Updated 6 years ago
- Implementation of the paper "Community Detection with Graph Neural Networks", [1] in Pytorch☆35Updated 6 years ago
- DeepInf: Social Influence Prediction with Deep Learning☆291Updated 4 years ago
- Open Resources For network embedding☆16Updated 4 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆120Updated last year
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆55Updated 2 years ago
- A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"☆348Updated last month
- A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).☆102Updated last year
- Anomaly detection algorithm for social networks using Graph Neural Networks by leveraging graph parameteres, between centrality, degree, …☆11Updated 4 years ago
- A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).☆266Updated last year
- A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).☆62Updated last year
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆119Updated last year
- Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)☆146Updated last year
- Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters☆241Updated last year