% Key papers for Transformer neural operators for PDEs (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2021_transformer_18049,
  title = {{Transformer Tracking}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2023_airformer_3088,
  title = {{AirFormer: Predicting Nationwide Air Quality in China with Transformers}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26676},
}

@inproceedings{aaai2021_attnmove_156,
  title = {{AttnMove: History Enhanced Trajectory Recovery via Attentional Network}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04494-attnmove-history-enhanced-trajectory-recovery-via-attentional-network/},
}

@inproceedings{aaai2022_ctin_1817,
  title = {{CTIN: Robust Contextual Transformer Network for Inertial Navigation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/05413-ctin-robust-contextual-transformer-network-for-inertial-navigation/},
}

@inproceedings{aaai2024_pmet_6897,
  title = {{PMET: Precise Model Editing in a Transformer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29818},
}

@inproceedings{icml2022_particle_40997,
  title = {{Particle Transformer for Jet Tagging}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/17989},
}

@inproceedings{neurips2021_mobtcast_63362,
  title = {{MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27989},
}

@inproceedings{icml2023_gnot_42035,
  title = {{GNOT: A General Neural Operator Transformer for Operator Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/23985},
}

@inproceedings{iclr2023_a_33393,
  title = {{A Self-Attention Ansatz for Ab-initio Quantum Chemistry}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11151},
}

@inproceedings{neurips2022_matt_65236,
  title = {{MAtt: A Manifold Attention Network for EEG Decoding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53454},
}

@inproceedings{neurips2022_error_63856,
  title = {{Error Correction Code Transformer}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55163},
}

@inproceedings{icml2020_transformer_38886,
  title = {{Transformer Hawkes Process}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6202},
}

@inproceedings{neurips2023_scalable_68849,
  title = {{Scalable Transformer for PDE Surrogate Modeling}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71008},
}

@inproceedings{aaai2024_behavioral_5274,
  title = {{Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28517},
}

@inproceedings{aaai2021_deep_374,
  title = {{Deep Contextual Clinical Prediction with Reverse Distillation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/00249-deep-contextual-clinical-prediction-with-reverse-distillation/},
}

@inproceedings{aaai2024_multiscale_6726,
  title = {{Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29432},
}

@inproceedings{neurips2023_real_68543,
  title = {{Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71285},
}

@inproceedings{icml2024_dpot_44614,
  title = {{DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33838},
}

@inproceedings{aaai2021_learning_916,
  title = {{Learning to Check Contract Inconsistencies}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/14446-learning-to-check-contract-inconsistencies/},
}

@inproceedings{iclr2024_crystalformer_34910,
  title = {{Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18164},
}

@inproceedings{icml2024_generalist_44903,
  title = {{Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33549},
}

@inproceedings{aaai2025_bsdb_8220,
  title = {{BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34557},
}

@inproceedings{aaai2025_geoaggregator_9334,
  title = {{GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33259},
}

@inproceedings{aaai2024_bipft_5293,
  title = {{BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29542},
}

@inproceedings{neurips2024_satformer_72496,
  title = {{Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94867},
}

@inproceedings{icml2024_improved_43551,
  title = {{Improved Operator Learning by Orthogonal Attention}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34901},
}

@inproceedings{icml2024_positional_44536,
  title = {{Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33916},
}

@inproceedings{aaai2026_transolver_99882,
  title = {{Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37003},
}

@inproceedings{aaai2024_leverage_6521,
  title = {{Leverage the Explainability of Transformer Models to Improve the DNA 5-Methylcytosine Identification (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30533},
}

@inproceedings{aaai2025_maldetectformer_9899,
  title = {{MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34411},
}

@inproceedings{neurips2024_textit_70979,
  title = {{\$textitNeuroPath\$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96225},
}

@inproceedings{neurips2025_computational_78120,
  title = {{Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=bA9rhgWOHk},
}

@inproceedings{neurips2025_prsformer_79212,
  title = {{PRSformer: Disease Prediction from Million-Scale Individual Genotypes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=n1hYQmpCSW},
}

@inproceedings{iclr2025_cirt_82552,
  title = {{CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29244},
}

@inproceedings{iclr2025_cvit_82750,
  title = {{CViT: Continuous Vision Transformer for Operator Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29048},
}