"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models Aug 7, 2023 Community Detection
Code Code Available Hypergraph Isomorphism Computation Jul 26, 2023 Community Detection Graph Classification
Code Code Available Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph Jan 24, 2025 Community Detection Hallucination
Code Code Available Modular Boundaries in Recurrent Neural Networks Oct 31, 2023 Community Detection Dimensionality Reduction
Code Code Available Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Dataset Augmented by ChatGPT Apr 10, 2023 Community Detection Graph Classification
Code Code Available Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Oct 6, 2024 Community Detection Information Retrieval
Code Code Available Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective Jun 20, 2024 Clustering Community Detection
Code Code Available Modularity of the ABCD Random Graph Model with Community Structure Mar 3, 2022 Community Detection
Code Code Available Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network Nov 28, 2020 Clustering Community Detection
Code Code Available Graph Encoder Ensemble for Simultaneous Vertex Embedding and Community Detection Jan 18, 2023 Community Detection
Code Code Available Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization Oct 3, 2020 Community Detection Link Prediction
Code Code Available Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction Feb 2, 2022 Community Detection Link Prediction
Code Code Available p-Norm Flow Diffusion for Local Graph Clustering May 20, 2020 Clustering Community Detection
Code Code Available Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions Oct 10, 2022 Attribute Community Detection
Code Code Available Evaluating Node Embeddings of Complex Networks Feb 16, 2021 Community Detection Graph Embedding
Code Code Available Fast Sequence Based Embedding with Diffusion Graphs Mar 20, 2018 Clustering Community Detection
Code Code Available Contrastive Deep Nonnegative Matrix Factorization for Community Detection Nov 4, 2023 Community Detection Contrastive Learning
Code Code Available Community detection, pattern recognition, and hypergraph-based learning: approaches using metric geometry and persistent homology Sep 29, 2020 Community Detection
Code Code Available Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model Sep 5, 2021 Community Detection Graph Embedding
Code Code Available FaceMap: Towards Unsupervised Face Clustering via Map Equation Mar 21, 2022 Clustering Community Detection
Code Code Available Flow-based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance Apr 20, 2020 Clustering Community Detection
Code Code Available Graph Coloring with Physics-Inspired Graph Neural Networks Feb 3, 2022 Clustering Community Detection
Code Code Available Generative hypergraph clustering: from blockmodels to modularity Jan 24, 2021 Clustering Community Detection
Code Code Available Interferometric Graph Transform: a Deep Unsupervised Graph Representation Jun 10, 2020 Action Recognition Community Detection
Code Code Available LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding. Jan 1, 2020 Clustering Community Detection
Code Code Available LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding Feb 1, 2020 Community Detection Graph Embedding
Code Code Available MultiVERSE: a multiplex and multiplex-heterogeneous network embedding approach Aug 23, 2020 Clustering Community Detection
Code Code Available New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Nov 16, 2022 Community Detection Link Prediction
Code Code Available Random Walk on Multiple Networks Jul 4, 2023 Community Detection Link Prediction
Code Code Available Correlation-based feature selection to identify functional dynamics in proteins Apr 6, 2022 Clustering Community Detection
Code Code Available Amortized Probabilistic Detection of Communities in Graphs Oct 29, 2020 Clustering Community Detection
Code Code Available A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges Oct 21, 2022 Benchmarking Community Detection
Code Code Available Boosting Multitask Learning on Graphs through Higher-Order Task Affinities Jun 24, 2023 Community Detection Node Classification
Code Code Available A network approach to topic models Aug 4, 2017 Community Detection Model Selection
Code Code Available Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining May 16, 2025 Community Detection Contrastive Learning
Code Code Available Adversarial Attack on Community Detection by Hiding Individuals Jan 22, 2020 Adversarial Attack Community Detection
Code Code Available Community detection using fast low-cardinality semidefinite programming Dec 4, 2020 Community Detection
Code Code Available ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings May 23, 2023 Community Detection Contrastive Learning
Code Code Available Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs Mar 10, 2020 BIG-bench Machine Learning Clustering
Code Code Available Artificial Benchmark for Community Detection (ABCD): Fast Random Graph Model with Community Structure Jan 14, 2020 Community Detection
Code Code Available Explainable Global Wildfire Prediction Models using Graph Neural Networks Feb 11, 2024 Benchmarking Community Detection
Code Code Available Extended Stochastic Block Models with Application to Criminal Networks Jul 16, 2020 Community Detection Model Selection
Code Code Available Fast Sequence-Based Embedding with Diffusion Graphs Jan 21, 2020 Clustering Community Detection
Code Code Available Community Detection in Bipartite Networks with Stochastic Blockmodels Jan 22, 2020 Community Detection Stochastic Block Model
Code Code Available Deep Learning for Community Detection: Progress, Challenges and Opportunities May 17, 2020 Clustering Community Detection
Code Code Available GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning Nov 23, 2024 Attribute Community Detection
Code Code Available Hierarchical Message-Passing Graph Neural Networks Sep 8, 2020 Community Detection Graph Neural Network
Code Code Available Hypergraph Contrastive Learning for Drug Trafficking Community Detection Dec 1, 2023 Attribute Community Detection
Code Code Available IncNSA: Detecting communities incrementally from time-evolving networks based on node similarity Jul 16, 2020 Community Detection Dynamic Community Detection
Code Code Available Self-Supervised Learning of Object Parts for Semantic Segmentation Apr 27, 2022 Community Detection Image Segmentation
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