% Key papers for Anchor-based multi-view clustering (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2017_multi_104532, title = {{Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10909}, } @inproceedings{aaai2020_large_102005, title = {{Large-Scale Multi-View Subspace Clustering in Linear Time}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5867}, } @inproceedings{aaai2022_efficient_2025, title = {{Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/07576-efficient-one-pass-multi-view-subspace-clustering-with-consensus-anchors/}, } @inproceedings{aaai2020_cgd_102190, title = {{CGD: Multi-View Clustering via Cross-View Graph Diffusion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6052}, } @inproceedings{aaai2021_fast_601, title = {{Fast Multi-view Discrete Clustering with Anchor Graphs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/09360-fast-multi-view-discrete-clustering-with-anchor-graphs/}, } @inproceedings{aaai2023_let_4060, title = {{Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26333}, } @inproceedings{cvpr2023_highly_21170, title = {{Highly Confident Local Structure Based Consensus Graph Learning for Incomplete Multi-View Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22869}, } @inproceedings{cvpr2023_sample_22123, title = {{Sample-Level Multi-View Graph Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21377}, } @inproceedings{cvpr2021_double_16902, title = {{Double Low-Rank Representation With Projection Distance Penalty for Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{neurips2022_align_66086, title = {{Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55420}, } @inproceedings{aaai2024_a_5046, title = {{A Non-parametric Graph Clustering Framework for Multi-View Data}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29594}, } @inproceedings{aaai2022_multi_2444, title = {{Multi-View Clustering on Topological Manifold}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/06944-multi-view-clustering-on-topological-manifold/}, } @inproceedings{aaai2025_anchor_8123, title = {{Anchor Learning with Potential Cluster Constraints for Multi-view Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33750}, } @inproceedings{aaai2023_priori_4411, title = {{Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26300}, } @inproceedings{aaai2024_embedded_5822, title = {{Embedded Feature Selection on Graph-Based Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29645}, } @inproceedings{aaai2025_fast_9145, title = {{Fast Incomplete Multi-view Clustering with Adaptive Similarity Completion and Reconstruction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35478}, } @inproceedings{neurips2022_multi_64352, title = {{Multi-view Subspace Clustering on Topological Manifold}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/54391}, } @inproceedings{aaai2025_highly_9447, title = {{Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35431}, } @inproceedings{aaai2026_efficient_107728, title = {{Efficient Tensorized Multi-View Anchor Graph Clustering with Affinity Propagation for Remote Sensing Data}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40080}, } @inproceedings{icml2024_multi_43721, title = {{Multi-View Stochastic Block Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34731}, } @inproceedings{aaai2026_cross_107513, title = {{Cross-view Anchor Graph Learning and Factorization for Incomplete Multi-view Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39865}, } @inproceedings{aaai2026_online_107810, title = {{Online Multi-Relational Clustering with Dominant View Mining}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40162}, } @inproceedings{cvpr2025_learning_26762, title = {{Learning to Filter Outlier Edges in Global SfM}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33770}, } @inproceedings{aaai2026_tensorized_107617, title = {{Tensorized Label Learning via Balanced Tensor Regression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39969}, } @inproceedings{aaai2025_towards_11047, title = {{Towards Learnable Anchor for Deep Multi-View Clustering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35401}, } @inproceedings{icml2025_fast_47579, title = {{Fast Incomplete Multi-view Clustering by Flexible Anchor Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45017}, } @inproceedings{icml2026_discretely_49966, title = {{Discretely-Refined Multi-view Clustering via Aligned Anchor Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=7guPrQnxrg}, } @inproceedings{neurips2026_releasing_94462, title = {{Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/oral/154594}, } @inproceedings{cvpr2026_orthogonal_98139, title = {{Orthogonal Spatial-Aware Multi-View Anchor Graph Clustering for Incomplete Remote Sensing Data}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zhang_Orthogonal_Spatial-Aware_Multi-View_Anchor_Graph_Clustering_for_Incomplete_Remote_Sensing_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_large_99020, title = {{Large-scale Robust Enhanced Ensemble Clustering via Outlier Decoupling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Xu_Large-scale_Robust_Enhanced_Ensemble_Clustering_via_Outlier_Decoupling_CVPR_2026_paper.html}, }