% Key papers for Incomplete multi-view multi-label learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2018_latent_102455, title = {{Latent Semantic Aware Multi-View Multi-Label Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11722}, } @inproceedings{aaai2023_dicnet_3387, title = {{DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26059}, } @inproceedings{aaai2023_incomplete_3899, title = {{Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26060}, } @inproceedings{aaai2020_multi_101901, title = {{Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5761}, } @inproceedings{aaai2024_attention_5221, title = {{Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29293}, } @inproceedings{aaai2022_beyond_1785, title = {{Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/07647-beyond-shared-subspace-a-view-specific-fusion-for-multi-view-multi-label-learning/}, } @inproceedings{aaai2019_multi_101776, title = {{Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4491}, } @inproceedings{aaai2024_deep_5639, title = {{Deep Incomplete Multi-View Learning Network with Insufficient Label Information}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29189}, } @inproceedings{aaai2020_semi_103041, title = {{Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6351}, } @inproceedings{aaai2024_a_5075, title = {{A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29448}, } @inproceedings{cvpr2024_view_25236, title = {{View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31050}, } @inproceedings{aaai2024_double_5750, title = {{Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29120}, } @inproceedings{aaai2025_uncertainty_11136, title = {{Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33876}, } @inproceedings{neurips2023_masked_68270, title = {{Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71528}, } @inproceedings{aaai2025_unsupervised_11184, title = {{Unsupervised Kernel-based Multi-view Feature Selection with Robust Self-representation and Binary Hashing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33900}, } @inproceedings{aaai2025_biased_8266, title = {{Biased Incomplete Multi-View Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33731}, } @inproceedings{aaai2025_cfdm_8341, title = {{CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33869}, } @inproceedings{cvpr2025_incomplete_26618, title = {{Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35216}, } @inproceedings{aaai2025_incomplete_9552, title = {{Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34176}, } @inproceedings{aaai2018_learning_102433, title = {{Learning With Incomplete Labels}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11700}, } @inproceedings{aaai2026_hypergraph_107367, title = {{Hypergraph-Based Multi-View Multi-Label Classification via Adaptive High-Order Semantic Fusion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39719}, } @inproceedings{neurips2025_theory_74690, title = {{Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=0Az25lvdT2}, } @inproceedings{iclr2026_incomplete_86042, title = {{Incomplete Multi-View Multi-Label Classification via Shared Codebook and Fused-Teacher Self-Distillation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=LAuep7N7rF}, } @inproceedings{aaai2026_combining_106828, title = {{Combining LLM Semantic Reasoning with GNN Structural Modeling for Multi-View Multi-Label Feature Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39180}, } @inproceedings{aaai2026_quality_107212, title = {{Quality-aware and Soft Consistency Driven Representation Fusion for Incomplete Multi-view Multi-label Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39564}, } @inproceedings{aaai2026_redundancy_107219, title = {{Redundancy-optimized Multi-head Attention Networks for Multi-view Multi-label Feature Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39571}, } @inproceedings{icml2024_partial_43480, title = {{Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34972}, } @inproceedings{icml2024_decouple_44595, title = {{Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33857}, } @inproceedings{icml2025_learning_47316, title = {{Learning Compact Semantic Information for Incomplete Multi-View Missing Multi-Label Classification}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45273}, }