| 2024 | Synergistic Deep Graph Clustering Network (SynC) | Arxiv | link | link |
| 2024 | Deep Masked Graph Node Clustering （DMGC） | TCSS | link | - |
| 2024 | Multi-scale graph clustering network (MGCN) | IS | link | link |
| 2024 | An End-to-End Deep Graph Clustering via Online Mutual Learning | TNNLS | link | - |
| 2024 | Contrastive Deep Nonnegative Matrix Factorization for Community Detection (CDNMF) | ICASSP | link | link |
| 2023 | EGRC-Net: Embedding-Induced Graph Refinement Clustering Network (EGRC-Net) | TIP | Link | Link |
| 2023 | Beyond The Evidence Lower Bound: Dual Variational Graph Auto-Encoders For Node Clustering (BELBO-VGAE) | SDM | Link | Link |
| 2023 | Graph Clustering with Graph Neural Networks (DMoN) | JMLR | Link | Link |
| 2023 | Graph Clustering Network with Structure Embedding Enhanced (GC-SEE) | PR | link | link |
| 2023 | Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering (DGCN) | ICML | Link | Link |
| 2023 | Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data (scTCM) | IJCAI | Link | Link |
| 2023 | Exploring the Interaction between Local and Global Latent Configurations for Clustering Single-cell RNA-seq: A Unified Perspective (scTPF) | AAAI | Link | Link |
| 2022 | Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering (FT-VGAE) | IJCAI | Link | Link |
| 2022 | Deep Attention-guided Graph Clustering with Dual Self-supervision (DAGC) | TCSVT | Link | Link |
| 2022 | Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering (R-GAE) | TKDE | Link | Link |
| 2022 | Graph embedding clustering: Graph attention auto-encoder with cluster-specificity distribution (GEC-CSD) | NN | Link | - |
| 2022 | Exploring temporal community structure via network embedding (VGRGMM) | TCYB | Link | - |
| 2022 | Cluster-Aware Heterogeneous Information Network Embedding (VaCA-HINE) | WSDM | Link | - |
| 2022 | Efficient Graph Convolution for Joint Node Representation Learning and Clustering (GCC) | WSDM | Link | Link |
| 2022 | ZINB-based Graph Embedding Autoencoder for Single-cell RNA-seq Interpretations (scTAG) | AAAI | Link | Link |
| 2022 | Graph community infomax(GCI) | TKDD | Link | - |
| 2022 | Deep graph clustering with multi-level subspace fusion (DGCSF) | PR | Link | - |
| 2022 | Graph Clustering via Variational Graph Embedding (GC-VAE) | PR | Link | - |
| 2022 | Deep neighbor-aware embedding for node clustering in attributed graphs (DNENC) | PR | Link | - |
| 2022 | Collaborative Decision-Reinforced Self-Supervision for Attributed Graph Clustering (CDRS) | TNNLS | Link | Link |
| 2022 | Embedding Graph Auto-Encoder for Graph Clustering (EGAE) | TNNLS | Link | Link |
| 2021 | Self-Supervised Graph Convolutional Network for Multi-View Clustering (SGCMC) | TMM | Link | Link |
| 2021 | Adaptive Hypergraph Auto-Encoder for Relational Data Clustering (AHGAE) | TKDE | Link | - |
| 2021 | Attention-driven Graph Clustering Network (AGCN) | ACM MM | Link | Link |
| 2021 | Deep Fusion Clustering Network (DFCN) | AAAI | Link | Link |
| 2020 | Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning (CGCN) | AAAI | Link | Link |
| 2020 | Deep multi-graph clustering via attentive cross-graph association (DMGC) | WSDM | Link | Link |
| 2020 | Going Deep: Graph Convolutional Ladder-Shape Networks (GCLN) | AAAI | Link | - |
| 2020 | Multi-view attribute graph convolution networks for clustering (MAGCN) | IJCAI | Link | Link |
| 2020 | One2Multi Graph Autoencoder for Multi-view Graph Clustering (O2MAC) | WWW | Link | Link |
| 2020 | Structural Deep Clustering Network (SDCN/SDCN_Q) | WWW | Link | Link |
| 2020 | **Dirichlet Graph Variational Autoencoder | | | |
访问官网
Github
论文
