% Key papers for Spatio-temporal predictive modeling (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2018_deep_105727,
  title = {{Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11836},
}

@inproceedings{aaai2016_predicting_104728,
  title = {{Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/9971},
}

@inproceedings{cvpr2018_learning_13299,
  title = {{Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_Learning_Spatial-Temporal_Regularized_CVPR_2018_paper.html},
}

@inproceedings{aaai2020_self_103712,
  title = {{Self-Attention ConvLSTM for Spatiotemporal Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6819},
}

@inproceedings{aaai2019_where_101822,
  title = {{Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4537},
}

@inproceedings{cvpr2023_temporal_22319,
  title = {{Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22118},
}

@inproceedings{neurips2018_compact_56951,
  title = {{Compact Generalized Non-local Network}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11629},
}

@inproceedings{aaai2020_spatio_99979,
  title = {{Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5371},
}

@inproceedings{aaai2021_gsnet_650,
  title = {{GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04402-gsnet-learning-spatial-temporal-correlations-from-geographical-and-semantic-aspects-for-traffic-accident-risk-forecasting/},
}

@inproceedings{cvpr2020_factorized_15525,
  title = {{Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_dynamic_20854,
  title = {{Dynamic Aggregated Network for Gait Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/23251},
}

@inproceedings{iclr2023_token_32397,
  title = {{Token Merging: Your ViT But Faster}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12173},
}

@inproceedings{aaai2019_preference_101294,
  title = {{Preference-Aware Task Assignment in Spatial Crowdsourcing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4111},
}

@inproceedings{aaai2023_multi_4207,
  title = {{Multi-Stream Representation Learning for Pedestrian Trajectory Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25389},
}

@inproceedings{aaai2019_deepeta_99969,
  title = {{DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3856},
}

@inproceedings{aaai2023_trafformer_4866,
  title = {{Trafformer: Unify Time and Space in Traffic Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25980},
}

@inproceedings{aaai2019_modelling_101771,
  title = {{Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4486},
}

@inproceedings{cvpr2022_decoupling_18603,
  title = {{Decoupling and Recoupling Spatiotemporal Representation for RGB-D-Based Motion Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2017_predicting_105712,
  title = {{Predicting Soccer Highlights from Spatio-Temporal Match Event Streams}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10754},
}

@inproceedings{aaai2022_event_2057,
  title = {{Event-Aware Multimodal Mobility Nowcasting}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/04228-event-aware-multimodal-mobility-nowcasting/},
}

@inproceedings{aaai2025_decomposed_8661,
  title = {{Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33281},
}

@inproceedings{aaai2024_hawkes_6197,
  title = {{Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28719},
}

@inproceedings{aaai2025_std_10644,
  title = {{STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33286},
}

@inproceedings{aaai2024_spatial_7389,
  title = {{Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28793},
}

@inproceedings{aaai2024_spformer_7372,
  title = {{SpFormer: Spatio-Temporal Modeling for Scanpaths with Transformer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28593},
}

@inproceedings{aaai2025_integrating_9584,
  title = {{Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33368},
}

@inproceedings{aaai2025_scalable_10680,
  title = {{Scalable Trajectory-User Linking with Dual-Stream Representation Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33443},
}

@inproceedings{aaai2025_ssl_10636,
  title = {{SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33321},
}

@inproceedings{aaai2026_spatio_100538,
  title = {{Spatio-Temporal Context Learning with Temporal Difference Convolution for Moving Infrared Small Target Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37385},
}

@inproceedings{aaai2025_eventmamba_9028,
  title = {{EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32319},
}

@inproceedings{aaai2025_xtsformer_11313,
  title = {{XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35073},
}

@inproceedings{neurips2024_mogents_71296,
  title = {{MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95951},
}

@inproceedings{icml2025_an_46050,
  title = {{An Analysis of Quantile Temporal-Difference Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46716},
}

@inproceedings{neurips2025_learning_78292,
  title = {{Learning to Factorize Spatio-Temporal Foundation Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=d4CZoiaXeC},
}

@inproceedings{aaai2026_s2c_100511,
  title = {{S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37358},
}

@inproceedings{aaai2024_middag_6581,
  title = {{MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30573},
}

@inproceedings{cvpr2025_unistd_28007,
  title = {{UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32957},
}

@inproceedings{neurips2024_learning_74097,
  title = {{Learning from Highly Sparse Spatio-temporal Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93436},
}

@inproceedings{neurips2025_diffusion_79782,
  title = {{Diffusion Transformers as Open-World Spatiotemporal Foundation Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=supy1n4Tev},
}

@inproceedings{aaai2024_disentanglement_5714,
  title = {{Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30452},
}