% Key papers for Social and behavior graphs (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2019_session_99711, title = {{Session-Based Recommendation with Graph Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3804}, } @inproceedings{aaai2019_gamenet_100197, title = {{GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3905}, } @inproceedings{aaai2021_knowledge_836, title = {{Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/04486-knowledge-enhanced-hierarchical-graph-transformer-network-for-multi-behavior-recommendation/}, } @inproceedings{cvpr2020_recursive_16098, title = {{Recursive Social Behavior Graph for Trajectory Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2021_graph_681, title = {{Graph Heterogeneous Multi-Relational Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/03958-graph-heterogeneous-multi-relational-recommendation/}, } @inproceedings{aaai2021_knowledge_839, title = {{Knowledge-aware Coupled Graph Neural Network for Social Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/04115-knowledge-aware-coupled-graph-neural-network-for-social-recommendation/}, } @inproceedings{cvpr2023_dynamic_20859, title = {{Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22561}, } @inproceedings{aaai2024_lgmrec_6399, title = {{LGMRec: Local and Global Graph Learning for Multimodal Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28688}, } @inproceedings{aaai2020_an_99736, title = {{An Attentional Recurrent Neural Network for Personalized Next Location Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5337}, } @inproceedings{aaai2020_multi_102232, title = {{Multi-Component Graph Convolutional Collaborative Filtering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6094}, } @inproceedings{aaai2022_heterogeneity_2187, title = {{Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/03977-heterogeneity-aware-twitter-bot-detection-with-relational-graph-transformers/}, } @inproceedings{neurips2019_social_58993, title = {{Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13259}, } @inproceedings{aaai2021_graph_687, title = {{Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/04123-graph-enhanced-multi-task-learning-of-multi-level-transition-dynamics-for-session-based-recommendation/}, } @inproceedings{aaai2020_instance_101275, title = {{Instance-Adaptive Graph for EEG Emotion Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5656}, } @inproceedings{cvpr2024_dynamic_23292, title = {{Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31704}, } @inproceedings{cvpr2023_histopathology_21172, title = {{Histopathology Whole Slide Image Analysis With Heterogeneous Graph Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21926}, } @inproceedings{aaai2023_next_4249, title = {{Next POI Recommendation with Dynamic Graph and Explicit Dependency}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25608}, } @inproceedings{aaai2023_a_3022, title = {{A Set of Control Points Conditioned Pedestrian Trajectory Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25759}, } @inproceedings{aaai2018_ranking_100323, title = {{Ranking Users in Social Networks With Higher-Order Structures}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11287}, } @inproceedings{aaai2024_dual_5758, title = {{Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27777}, } @inproceedings{cvpr2024_higher_23705, title = {{Higher-order Relational Reasoning for Pedestrian Trajectory Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31366}, } @inproceedings{aaai2025_praga_10250, title = {{PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32010}, } @inproceedings{cvpr2024_tumor_25091, title = {{Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30421}, } @inproceedings{aaai2025_feature_9158, title = {{Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33309}, } @inproceedings{cvpr2025_merge_26852, title = {{MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32477}, } @inproceedings{aaai2024_you_7837, title = {{You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29945}, } @inproceedings{aaai2025_learning_9724, title = {{Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32022}, } @inproceedings{aaai2024_estimating_5874, title = {{Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30257}, } @inproceedings{aaai2025_lightweight_9794, title = {{Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33445}, } @inproceedings{aaai2025_accurate_7999, title = {{Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33966}, } @inproceedings{cvpr2024_xfibrosis_25297, title = {{XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30883}, } @inproceedings{neurips2024_learning_73757, title = {{Learning Cooperative Trajectory Representations for Motion Forecasting}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93746}, } @inproceedings{aaai2025_hi_9388, title = {{HI-DR: Exploiting Health Status-Aware Attention and an EHR Graph+ for Effective Medication Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33301}, } @inproceedings{aaai2025_multi_10055, title = {{Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33453}, } @inproceedings{cvpr2025_multi_27030, title = {{Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34913}, } @inproceedings{neurips2024_disengcd_73653, title = {{DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93839}, } @inproceedings{aaai2024_multisum_6714, title = {{MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29939}, }