node representation learning

Dual Mamba for Node-Specific Representation Learning: Tackling Over-Smoothing with Selective State Space Modeling AAAI 2026 A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025 HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion IJCAI 2025 HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph IJCAI 2024 Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024 UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models ICLR 2024 FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations NeurIPS 2023 Decoupled Self-supervised Learning for Graphs NeurIPS 2022 RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022 S3GC: Scalable Self-Supervised Graph Clustering NeurIPS 2022 Adversarial Directed Graph Embedding AAAI 2021 GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020 GMNN: Graph Markov Neural Networks ICML 2019 vGraph: A Generative Model for Joint Community Detection and Node Representation Learning NeurIPS 2019