% Key papers for Machine unlearning by selective forgetting (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2023_can_3231,
  title = {{Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25879},
}

@inproceedings{cvpr2023_boundary_20505,
  title = {{Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21757},
}

@inproceedings{aaai2024_fast_5973,
  title = {{Fast Machine Unlearning without Retraining through Selective Synaptic Dampening}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29092},
}

@inproceedings{neurips2023_towards_67985,
  title = {{Towards Unbounded Machine Unlearning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71789},
}

@inproceedings{icml2019_overcoming_37636,
  title = {{Overcoming Multi-model Forgetting}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3710},
}

@inproceedings{cvpr2025_decoupled_25877,
  title = {{Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33956},
}

@inproceedings{neurips2023_static_69779,
  title = {{Static and Sequential Malicious Attacks in the Context of Selective Forgetting}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70163},
}

@inproceedings{neurips2024_reversing_74228,
  title = {{Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93326},
}

@inproceedings{aaai2025_distribution_8773,
  title = {{Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32256},
}

@inproceedings{cvpr2025_esc_26062,
  title = {{ESC: Erasing Space Concept for Knowledge Deletion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35025},
}

@inproceedings{iclr2026_remaining_84532,
  title = {{Remaining-data-free Machine Unlearning by Suppressing Sample Contribution}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=3iw5t2W41F},
}

@inproceedings{icml2026_representation_50494,
  title = {{Representation Unlearning: Forgetting through Information Compression}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=CwjK5eUzcI},
}

@inproceedings{icml2026_forget_50913,
  title = {{Forget by Uncertainty: Orthogonal Entropy Unlearning for Quantized Neural Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=GtNkETQE6w},
}

@inproceedings{icml2026_forget_55256,
  title = {{Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=x2eaMhqfcK},
}

@inproceedings{icml2026_the_55502,
  title = {{The Forgetting-Retention Dilemma: Certified Unlearning Theory in Continual Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=zlIyJEp9nM},
}

@inproceedings{iclr2026_machine_84603,
  title = {{Machine Unlearning under Retain–Forget Entanglement}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=4WMBSHHJEr},
}

@inproceedings{iclr2026_attention_88926,
  title = {{Attention Smoothing Is All You Need For Unlearning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=sX9HbELwLO},
}

@inproceedings{iclr2026_redirection_89297,
  title = {{Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=xG0mQ4Xsfm},
}

@inproceedings{aaai2026_periun_105324,
  title = {{PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38196},
}

@inproceedings{aaai2025_toward_11024,
  title = {{Toward Efficient Data-Free Unlearning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34393},
}

@inproceedings{icml2026_unlearning_55039,
  title = {{Unlearning Isn’t Forgetting: Revealing Hidden Leakage in Class Unlearning Evaluations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=v2mY3gjdnP},
}

@inproceedings{iclr2026_clue_88165,
  title = {{CLUE: Conflict-guided Localization for LLM Unlearning Framework}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=jtRYvazBWv},
}

@inproceedings{neurips2026_adasru_92558,
  title = {{AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/154534},
}

@inproceedings{cvpr2026_ph_99079,
  title = {{pH-Strips for Selective Forgetting: A Blunt but Fast Diagnostic Baseline for Machine Unlearning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Qian_pH-Strips_for_Selective_Forgetting_A_Blunt_but_Fast_Diagnostic_Baseline_CVPR_2026_paper.html},
}