% Key papers for Mechanistic circuit interpretability (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2019_latent_101695,
  title = {{Latent Multi-Task Architecture Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4410},
}

@inproceedings{aaai2021_alp_68,
  title = {{ALP-KD: Attention-Based Layer Projection for Knowledge Distillation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/13657-alp-kd-attention-based-layer-projection-for-knowledge-distillation/},
}

@inproceedings{neurips2018_neural_57425,
  title = {{Neural Arithmetic Logic Units}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11770},
}

@inproceedings{iclr2019_how_29097,
  title = {{How Important is a Neuron}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/927},
}

@inproceedings{neurips2018_insights_57245,
  title = {{Insights on representational similarity in neural networks with canonical correlation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11558},
}

@inproceedings{iclr2024_sparse_33994,
  title = {{Sparse Autoencoders Find Highly Interpretable Features in Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19081},
}

@inproceedings{iclr2018_learning_28516,
  title = {{Learning to Teach}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2018},
  url = {https://iclr.cc/virtual/2018/poster/193},
}

@inproceedings{aaai2021_learning_859,
  title = {{Learning Accurate and Interpretable Decision Rule Sets from Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04303-learning-accurate-and-interpretable-decision-rule-sets-from-neural-networks/},
}

@inproceedings{aaai2021_neural_1063,
  title = {{Neural-Symbolic Integration: A Compositional Perspective}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/05051-neural-symbolic-integration-a-compositional-perspective/},
}

@inproceedings{iclr2018_routing_28713,
  title = {{Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2018},
  url = {https://iclr.cc/virtual/2018/poster/58},
}

@inproceedings{cvpr2021_neural_17496,
  title = {{Neural Response Interpretation Through the Lens of Critical Pathways}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{icml2017_understanding_36441,
  title = {{Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2017},
  url = {https://proceedings.mlr.press/v70/nagamine17a.html},
}

@inproceedings{icml2019_adaptive_37132,
  title = {{Adaptive Neural Trees}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3645},
}

@inproceedings{neurips2021_generalized_61954,
  title = {{Generalized Shape Metrics on Neural Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27406},
}

@inproceedings{iclr2020_neural_29412,
  title = {{Neural Arithmetic Units}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=H1gNOeHKPS},
}

@inproceedings{iclr2021_are_30038,
  title = {{Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/3200},
}

@inproceedings{neurips2021_how_63429,
  title = {{How Well do Feature Visualizations Support Causal Understanding of CNN Activations?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27775},
}

@inproceedings{iclr2021_selectivity_30052,
  title = {{Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2799},
}

@inproceedings{neurips2021_understanding_61223,
  title = {{Understanding Interlocking Dynamics of Cooperative Rationalization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28039},
}

@inproceedings{neurips2018_multi_57404,
  title = {{Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/12024},
}

@inproceedings{neurips2024_transcoders_71527,
  title = {{Transcoders find interpretable LLM feature circuits}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95736},
}

@inproceedings{aaai2024_empowering_5826,
  title = {{Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28258},
}

@inproceedings{icml2024_tilting_43643,
  title = {{Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34809},
}

@inproceedings{aaai2025_neural_10108,
  title = {{Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33720},
}

@inproceedings{aaai2025_qimlp_10410,
  title = {{QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34402},
}

@inproceedings{iclr2025_expressivity_80847,
  title = {{Expressivity of Neural Networks with Random Weights and Learned Biases}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30920},
}

@inproceedings{iclr2025_efficient_80724,
  title = {{Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31044},
}

@inproceedings{aaai2025_a_7926,
  title = {{A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32049},
}

@inproceedings{aaai2025_learning_9765,
  title = {{Learning to Think like a Neuron in Middle School}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35195},
}

@inproceedings{aaai2025_monitoring_9985,
  title = {{Monitoring Primitive Interactions During the Training of DNNs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34223},
}

@inproceedings{iclr2024_is_33975,
  title = {{Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19100},
}

@inproceedings{icml2026_protein_51299,
  title = {{Protein Circuit Tracing via Cross-layer Transcoders}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=Ki0eWT1sFS},
}

@inproceedings{neurips2024_interpretable_72029,
  title = {{Interpretable Mesomorphic Networks for Tabular Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95288},
}

@inproceedings{neurips2024_interpbench_72142,
  title = {{InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97689},
}

@inproceedings{neurips2024_hyperlogic_73288,
  title = {{HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94153},
}

@inproceedings{neurips2024_infinite_74486,
  title = {{Infinite-Dimensional Feature Interaction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93089},
}

@inproceedings{neurips2025_rethinking_74813,
  title = {{Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=1WkolvkTVi},
}

@inproceedings{iclr2025_formation_81921,
  title = {{Formation of Representations in Neural Networks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29863},
}

@inproceedings{aaai2025_scaling_10689,
  title = {{Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35245},
}