% Key papers for Latency-aware architecture search (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2018_learning_13305, title = {{Learning Transferable Architectures for Scalable Image Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zoph_Learning_Transferable_Architectures_CVPR_2018_paper.html}, } @inproceedings{iclr2017_neural_28345, title = {{Neural Architecture Search with Reinforcement Learning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=r1Ue8Hcxg}, } @inproceedings{cvpr2019_mnasnet_14523, title = {{MnasNet: Platform-Aware Neural Architecture Search for Mobile}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_fbnet_14179, title = {{FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{icml2018_efficient_36664, title = {{Efficient Neural Architecture Search via Parameters Sharing}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2018}, url = {https://icml.cc/virtual/2018/poster/2247}, } @inproceedings{icml2021_efficientnetv2_39291, title = {{EfficientNetV2: Smaller Models and Faster Training}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/8849}, } @inproceedings{cvpr2021_retinex_17757, title = {{Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2019_searching_14781, title = {{Searching for a Robust Neural Architecture in Four GPU Hours}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_searching_16189, title = {{Searching Central Difference Convolutional Networks for Face Anti-Spoofing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2018_practical_13485, title = {{Practical Block-Wise Neural Network Architecture Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhong_Practical_Block-Wise_Neural_CVPR_2018_paper.html}, } @inproceedings{neurips2018_neural_57423, title = {{Neural Architecture Optimization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11750}, } @inproceedings{aaai2018_efficient_102442, title = {{Efficient Architecture Search by Network Transformation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11709}, } @inproceedings{iclr2018_smash_28722, title = {{SMASH: One-Shot Model Architecture Search through HyperNetworks}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/338}, } @inproceedings{cvpr2019_chamnet_13931, title = {{ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{iclr2019_proxylessnas_28982, title = {{ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/1029}, } @inproceedings{neurips2020_mcunet_60276, title = {{MCUNet: Tiny Deep Learning on IoT Devices}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17470}, } @inproceedings{neurips2020_hierarchical_60001, title = {{Hierarchical Neural Architecture Search for Deep Stereo Matching}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17668}, } @inproceedings{iclr2018_hierarchical_28431, title = {{Hierarchical Representations for Efficient Architecture Search}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/45}, } @inproceedings{cvpr2020_apq_15099, title = {{APQ: Joint Search for Network Architecture, Pruning and Quantization Policy}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_partial_14629, title = {{Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2024_hypergraph_6240, title = {{Hypergraph Neural Architecture Search}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29290}, } @inproceedings{cvpr2024_building_22884, title = {{Building Optimal Neural Architectures using Interpretable Knowledge}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30329}, } @inproceedings{icml2024_integrated_45632, title = {{Integrated Hardware Architecture and Device Placement Search}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32820}, } @inproceedings{icml2026_bioarc_50201, title = {{BIOARC: Discovering Optimal Neural Architectures for Biological Foundation Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=9yts8LUZiA}, } @inproceedings{neurips2025_jet_77690, title = {{Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=WZQXaTNYEB}, } @inproceedings{iclr2026_adaptive_88627, title = {{Adaptive Width Neural Networks}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=p6Ek7Qg577}, } @inproceedings{neurips2026_network_89806, title = {{Network of Theseus (Like the ship)}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/151706}, } @inproceedings{icml2026_optimizing_54485, title = {{Optimizing Network Simulation: Enhancing Performance Prediction Accuracy via Neural Architecture Search}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=pOF8lTXg3h}, }