% Key papers for Differentiable architecture search (DARTS) (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{iclr2019_darts_29005,
  title = {{DARTS: Differentiable Architecture Search}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/1030},
}

@inproceedings{iclr2020_pc_29309,
  title = {{PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=BJlS634tPr},
}

@inproceedings{cvpr2020_fbnetv2_15515,
  title = {{FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{iclr2020_understanding_29411,
  title = {{Understanding and Robustifying Differentiable Architecture Search}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=H1gDNyrKDS},
}

@inproceedings{iclr2021_darts_30193,
  title = {{DARTS-: Robustly Stepping out of Performance Collapse Without Indicators}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2641},
}

@inproceedings{cvpr2021_dots_16794,
  title = {{DOTS: Decoupling Operation and Topology in Differentiable Architecture Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_towards_18024,
  title = {{Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2019_data_58076,
  title = {{DATA: Differentiable ArchiTecture Approximation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13317},
}

@inproceedings{cvpr2020_unas_16392,
  title = {{UNAS: Differentiable Architecture Search Meets Reinforcement Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2016_improved_11605,
  title = {{Improved Hamming Distance Search Using Variable Length Substrings}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2024_training_7635,
  title = {{Training-Free Quantum Architecture Search}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29135},
}

@inproceedings{neurips2020_theory_60970,
  title = {{Theory-Inspired Path-Regularized Differential Network Architecture Search}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17006},
}

@inproceedings{cvpr2023_differentiable_20792,
  title = {{Differentiable Architecture Search With Random Features}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21427},
}

@inproceedings{aaai2024_uniads_7692,
  title = {{UniADS: Universal Architecture-Distiller Search for Distillation Gap}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29327},
}

@inproceedings{neurips2021_batchquant_63241,
  title = {{BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28836},
}

@inproceedings{iclr2020_blockswap_29694,
  title = {{BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SklkDkSFPB},
}

@inproceedings{iclr2024_curriculum_35376,
  title = {{Curriculum reinforcement learning for quantum architecture search under hardware errors}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17697},
}

@inproceedings{aaai2025_resource_10528,
  title = {{Resource Constrained Pathfinding with Enhanced Bidirectional A* Search}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34892},
}

@inproceedings{neurips2021_differentiable_62955,
  title = {{Differentiable Synthesis of Program Architectures}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26595},
}

@inproceedings{aaai2021_unchain_1580,
  title = {{Unchain the Search Space with Hierarchical Differentiable Architecture Search}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/08644-unchain-the-search-space-with-hierarchical-differentiable-architecture-search/},
}

@inproceedings{neurips2024_towards_72763,
  title = {{Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94631},
}

@inproceedings{neurips2025_tensorrl_74750,
  title = {{TensorRL-QAS: Reinforcement learning with tensor networks for improved quantum architecture search}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=0okFLZvtKs},
}

@inproceedings{neurips2025_high_78367,
  title = {{High-Performance Arithmetic Circuit Optimization via Differentiable Architecture Search}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=dtsYpcJr1R},
}

@inproceedings{cvpr2026_tas_97040,
  title = {{TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Jeon_TAS-LoRA_Transformer_Architecture_Search_with_Mixture-of-LoRA_Experts_CVPR_2026_paper.html},
}

@inproceedings{iclr2024_masked_34211,
  title = {{Masked Distillation Advances Self-Supervised Transformer Architecture Search}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18864},
}

@inproceedings{icml2026_search_53468,
  title = {{Search Space Synthesis for Parametric Functions}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=flnsWGAFWv},
}

@inproceedings{neurips2026_cool_90913,
  title = {{Cool Graphs: Active Property Search Towards Quantum Nano-Refrigerators}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/152915},
}