% Key papers for Teacher properties and robustness (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2018_exercise_105755,
  title = {{Exercise-Enhanced Sequential Modeling for Student Performance Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11864},
}

@inproceedings{aaai2017_a_105702,
  title = {{A Deep Hierarchical Approach to Lifelong Learning in Minecraft}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10744},
}

@inproceedings{aaai2019_knowledge_99966,
  title = {{Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3853},
}

@inproceedings{aaai2019_training_101791,
  title = {{Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4506},
}

@inproceedings{cvpr2019_progressive_14676,
  title = {{Progressive Teacher-Student Learning for Early Action Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{neurips2018_learning_57329,
  title = {{Learning to Teach with Dynamic Loss Functions}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11625},
}

@inproceedings{neurips2021_learning_61589,
  title = {{Learning curves of generic features maps for realistic datasets with a teacher-student model}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27561},
}

@inproceedings{neurips2019_zero_59213,
  title = {{Zero-shot Knowledge Transfer via Adversarial Belief Matching}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14576},
}

@inproceedings{cvpr2021_learning_17303,
  title = {{Learning Student Networks in the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2017_progressive_105671,
  title = {{Progressive Prediction of Student Performance in College Programs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10713},
}

@inproceedings{cvpr2020_distilling_15421,
  title = {{Distilling Cross-Task Knowledge via Relationship Matching}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2024_boosting_5310,
  title = {{Boosting Neural Cognitive Diagnosis with Student’s Affective State Modeling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27818},
}

@inproceedings{aaai2021_improving_770,
  title = {{Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/14121-improving-tree-structured-decoder-training-for-code-generation-via-mutual-learning/},
}

@inproceedings{aaai2018_learning_102369,
  title = {{Learning With Single-Teacher Multi-Student}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11636},
}

@inproceedings{aaai2020_predictive_100233,
  title = {{Predictive Student Modeling in Educational Games with Multi-Task Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5406},
}

@inproceedings{neurips2021_adversarial_62855,
  title = {{Adversarial Teacher-Student Representation Learning for Domain Generalization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28087},
}

@inproceedings{aaai2022_no_2471,
  title = {{No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/04424-no-task-left-behind-multi-task-learning-of-knowledge-tracing-and-option-tracing-for-better-student-assessment/},
}

@inproceedings{iclr2019_knowledge_28761,
  title = {{Knowledge Flow: Improve Upon Your Teachers}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/929},
}

@inproceedings{aaai2019_iterative_101798,
  title = {{Iterative Classroom Teaching}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4513},
}

@inproceedings{cvpr2021_student_17954,
  title = {{Student-Teacher Learning From Clean Inputs to Noisy Inputs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2024_a_5083,
  title = {{A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30320},
}

@inproceedings{neurips2024_computerized_70507,
  title = {{Computerized Adaptive Testing via Collaborative Ranking}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96601},
}

@inproceedings{neurips2024_flipped_71047,
  title = {{Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96163},
}

@inproceedings{aaai2024_amalgamating_5167,
  title = {{Amalgamating Multi-Task Models with Heterogeneous Architectures}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29459},
}

@inproceedings{aaai2026_debiased_107629,
  title = {{Debiased Cognitive Diagnosis: A Contrastive Counterfactual Modeling Method via Variational Autoencoder}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39981},
}

@inproceedings{iclr2024_towards_34687,
  title = {{Towards the Fundamental Limits of Knowledge Transfer over Finite Domains}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18387},
}

@inproceedings{icml2025_weak_47146,
  title = {{Weak-to-Strong Generalization Even in Random Feature Networks, Provably}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45441},
}

@inproceedings{icml2025_discrepancies_48660,
  title = {{Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43961},
}

@inproceedings{icml2026_toward_52295,
  title = {{Toward Understanding Adversarial Distillation: Why Robust Teachers Fail}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=USejwpvj0a},
}

@inproceedings{icml2026_weak_54281,
  title = {{Weak-to-Strong Generalization via Bregman Bias–Variance Decomposition}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=nWxUhxv4d8},
}

@inproceedings{neurips2025_on_79541,
  title = {{On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=qR5B1Es9Ty},
}

@inproceedings{iclr2025_provable_80784,
  title = {{Provable weak-to-strong generalization via benign overfitting}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30984},
}

@inproceedings{iclr2025_montessori_81076,
  title = {{Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30692},
}

@inproceedings{iclr2025_student_81342,
  title = {{Student-Informed Teacher Training}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30431},
}

@inproceedings{iclr2026_duet_87093,
  title = {{DUET: DISTILLED LLM UNLEARNING FROM AN EFFICIENTLY CONTEXTUALIZED TEACHER}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=Xa6QRrXrKX},
}

@inproceedings{neurips2026_lark_90117,
  title = {{LARK: Learnability-Grounded Trajectory Selection for Efficient Reasoning Distillation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/149142},
}

@inproceedings{neurips2026_subliminal_94659,
  title = {{Subliminal Learning Is Steering Vector Distillation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/153935},
}

@inproceedings{aaai2026_multi_106438,
  title = {{Multi-District School Choice: Playing on Several Fields}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38745},
}

@inproceedings{aaai2026_enhancing_106565,
  title = {{Enhancing the Knowledge Tracing via a Plug-In Guided Diffusion Model}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38872},
}