% Key papers for Graph reasoning for visual recognition (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2018_spatial_104069,
  title = {{Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/12328},
}

@inproceedings{cvpr2019_two_14952,
  title = {{Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_actional_13816,
  title = {{Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_multi_14539,
  title = {{Multi-Label Image Recognition With Graph Convolutional Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_skeleton_16252,
  title = {{Skeleton-Based Action Recognition With Shift Graph Convolutional Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2019_skeleton_14838,
  title = {{Skeleton-Based Action Recognition With Directed Graph Neural Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_learning_14436,
  title = {{Learning to Compose Dynamic Tree Structures for Visual Contexts}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_graph_14260,
  title = {{Graph-Based Global Reasoning Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_semantic_14805,
  title = {{Semantic Graph Convolutional Networks for 3D Human Pose Regression}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_high_15651,
  title = {{High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2020_learning_101271,
  title = {{Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5652},
}

@inproceedings{cvpr2017_the_12695,
  title = {{The More You Know: Using Knowledge Graphs for Image Classification}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2019_learning_14388,
  title = {{Learning Actor Relation Graphs for Group Activity Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_graph_15616,
  title = {{Graph Structured Network for Image-Text Matching}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2019_spatio_103478,
  title = {{Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4875},
}

@inproceedings{cvpr2020_deep_15370,
  title = {{Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2019_explainable_14165,
  title = {{Explainable and Explicit Visual Reasoning Over Scene Graphs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2018_iterative_13239,
  title = {{Iterative Visual Reasoning Beyond Convolutions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Chen_Iterative_Visual_Reasoning_CVPR_2018_paper.html},
}

@inproceedings{cvpr2019_learning_14392,
  title = {{Learning Context Graph for Person Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2020_context_15273,
  title = {{Context Aware Graph Convolution for Skeleton-Based Action Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2024_blockgcn_22854,
  title = {{BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30473},
}

@inproceedings{aaai2024_dynamic_5769,
  title = {{Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28440},
}

@inproceedings{cvpr2024_signgraph_24819,
  title = {{SignGraph: A Sign Sequence is Worth Graphs of Nodes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30998},
}

@inproceedings{aaai2024_multi_6706,
  title = {{Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27953},
}

@inproceedings{cvpr2025_towards_27923,
  title = {{Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33272},
}

@inproceedings{aaai2025_beyond_8246,
  title = {{Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33285},
}

@inproceedings{cvpr2025_dvhgnn_25847,
  title = {{DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34054},
}

@inproceedings{aaai2025_topo2seq_11020,
  title = {{Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33009},
}

@inproceedings{aaai2025_motif_9989,
  title = {{Motif Guided Graph Transformers with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32719},
}

@inproceedings{aaai2026_graph_106496,
  title = {{Graph Neural Field with Spatial-Correlation Augmentation for HRTF Personalization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38803},
}

@inproceedings{aaai2026_nutriscreener_108862,
  title = {{NutriScreener: Retrieval Augmented Multi-Pose Graph Attention Network for Malnourishment Screening}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/41214},
}

@inproceedings{aaai2025_sigraph_10610,
  title = {{SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33090},
}

@inproceedings{neurips2026_grape_93998,
  title = {{GRAPE: Graph-Augmented Prototype Explanations for Interactive Medical Image Diagnosis}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/150019},
}

@inproceedings{cvpr2026_beyond_97779,
  title = {{Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Palmer_Beyond_Scanpaths_Graph-Based_Gaze_Simulation_in_Dynamic_Scenes_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_hypersign_100700,
  title = {{HyperSign: Hierarchical Hypergraph-based Co-occurrence Modeling for Sign Language Recognition and Translation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/42440},
}

@inproceedings{cvpr2024_bezier_22837,
  title = {{Bezier Everywhere All at Once: Learning Drivable Lanes as Bezier Graphs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30005},
}

@inproceedings{icml2025_scenir_48781,
  title = {{SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43841},
}

@inproceedings{cvpr2026_gamba_99524,
  title = {{Gamba: Mamba-based graph convolutional network with dynamic graph topology learning for action recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zhou_Gamba_Mamba-based_graph_convolutional_network_with_dynamic_graph_topology_learning_CVPR_2026_paper.html},
}