Browse State-of-the-Art › Neural Architecture Search › Papers, page 10
Neural Architecture Search
Papers archive 2025-07-28
archive papers tagged: 1,915 · with a code link: 859 · where Syntology ran a sample: 243 (204 with a run with no instrument failure, 39 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (243 of 1,915 tagged: 204 with a run with no instrument failure, 39 where every run was a failure of Syntology's instrument)
Page 10 of 20: papers 901 to 1,000 of 1,915, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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ZeroLM: Data-Free Transformer Architecture Search for Language Models24 Mar 2025 0 repositories listed
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Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM23 Mar 2025 0 repositories listed
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Explainable AI-Guided Efficient Approximate DNN Generation for Multi-Pod Systolic Arrays20 Mar 2025 0 repositories listed
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Ecological Neural Architecture Search13 Mar 2025 0 repositories listed
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Evaluating a Novel Neuroevolution and Neural Architecture Search System13 Mar 2025 0 repositories listed
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Subnet-Aware Dynamic Supernet Training for Neural Architecture Search13 Mar 2025 0 repositories listed
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Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation11 Mar 2025 0 repositories listed
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NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization4 Mar 2025 0 repositories listed
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SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models27 Feb 2025 0 repositories listed
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Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation27 Feb 2025 0 repositories listed
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Denoising Designs-inherited Search Framework for Image Denoising19 Feb 2025 0 repositories listed
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Learning Novel Transformer Architecture for Time-series Forecasting19 Feb 2025 0 repositories listed
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Fast Data Aware Neural Architecture Search via Supernet Accelerated Evaluation18 Feb 2025 0 repositories listed
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Neural Attention Search18 Feb 2025 0 repositories listed
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Cognitive Neural Architecture Search Reveals Hierarchical Entailment16 Feb 2025 0 repositories listed
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InterGridNet: An Electric Network Frequency Approach for Audio Source Location Classification Using Convolutional Neural Networks14 Feb 2025 0 repositories listed
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AttentionSmithy: A Modular Framework for Rapid Transformer Development and Customization13 Feb 2025 0 repositories listed
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Compression of Site-Specific Deep Neural Networks for Massive MIMO Precoding12 Feb 2025 0 repositories listed
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LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search12 Feb 2025 0 repositories listed
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MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks11 Feb 2025 0 repositories listed
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The M-factor: A Novel Metric for Evaluating Neural Architecture Search in Resource-Constrained Environments29 Jan 2025 0 repositories listed
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GreenAuto: An Automated Platform for Sustainable AI Model Design on Edge Devices25 Jan 2025 0 repositories listed
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On Accelerating Edge AI: Optimizing Resource-Constrained Environments25 Jan 2025 0 repositories listed
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Triple Path Enhanced Neural Architecture Search for Multimodal Fake News Detection24 Jan 2025 0 repositories listed
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Hybrid-Quantum Neural Architecture Search for The Proximal Policy Optimization Algorithm18 Jan 2025 0 repositories listed
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Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights1 Jan 2025 0 repositories listed
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Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection27 Dec 2024 0 repositories listed
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NADER: Neural Architecture Design via Multi-Agent Collaboration26 Dec 2024 0 repositories listed
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Graph Neural Networks Are Evolutionary Algorithms23 Dec 2024 0 repositories listed
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Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation20 Dec 2024 0 repositories listed
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Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions19 Dec 2024 0 repositories listed
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HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning14 Dec 2024 0 repositories listed
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ILASH: A Predictive Neural Architecture Search Framework for Multi-Task Applications3 Dec 2024 0 repositories listed
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GradAlign for Training-free Model Performance Inference29 Nov 2024 0 repositories listed
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Puzzle: Distillation-Based NAS for Inference-Optimized LLMs28 Nov 2024 0 repositories listed
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A Graph Neural Architecture Search Approach for Identifying Bots in Social Media25 Nov 2024 0 repositories listed
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TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks22 Nov 2024 0 repositories listed
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Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture Search21 Nov 2024 0 repositories listed
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Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor21 Nov 2024 0 repositories listed
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Exploring the Manifold of Neural Networks Using Diffusion Geometry19 Nov 2024 0 repositories listed
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Retinal Vessel Segmentation via Neuron Programming17 Nov 2024 0 repositories listed
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RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively15 Nov 2024 0 repositories listed
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SASE: A Searching Architecture for Squeeze and Excitation Operations13 Nov 2024 0 repositories listed
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Zero-Shot NAS via the Suppression of Local Entropy Decrease9 Nov 2024 0 repositories listed
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Learning Morphisms with Gauss-Newton Approximation for Growing Networks7 Nov 2024 0 repositories listed
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Differentiable architecture search with multi-dimensional attention for spiking neural networks1 Nov 2024 0 repositories listed
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Syno: Structured Synthesis for Neural Operators31 Oct 2024 0 repositories listed
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Hyperparameter Optimization in Machine Learning30 Oct 2024 0 repositories listed
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Developing Convolutional Neural Networks using a Novel Lamarckian Co-Evolutionary Algorithm29 Oct 2024 0 repositories listed
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Yoga Pose Classification Using Transfer Learning29 Oct 2024 0 repositories listed
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Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches25 Oct 2024 0 repositories listed
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Spatial-Temporal Search for Spiking Neural Networks24 Oct 2024 0 repositories listed
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MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers23 Oct 2024 0 repositories listed
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Neuroevolution Neural Architecture Search for Evolving RNNs in Stock Return Prediction and Portfolio Trading22 Oct 2024 0 repositories listed
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Mastering AI: Big Data, Deep Learning, and the Evolution of Large Language Models -- AutoML from Basics to State-of-the-Art Techniques12 Oct 2024 0 repositories listed
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Structure of Artificial Neural Networks -- Empirical Investigations12 Oct 2024 0 repositories listed
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ActNAS : Generating Efficient YOLO Models using Activation NAS11 Oct 2024 0 repositories listed
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DistDD: Distributed Data Distillation Aggregation through Gradient Matching11 Oct 2024 0 repositories listed
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Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices10 Oct 2024 0 repositories listed
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Large Language Model Compression with Neural Architecture Search9 Oct 2024 0 repositories listed
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Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search7 Oct 2024 0 repositories listed
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Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models7 Oct 2024 0 repositories listed
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LPZero: Language Model Zero-cost Proxy Search from Zero7 Oct 2024 0 repositories listed
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MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals7 Oct 2024 0 repositories listed
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The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities5 Oct 2024 0 repositories listed
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Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAs4 Oct 2024 0 repositories listed
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Scalable Reinforcement Learning-based Neural Architecture Search2 Oct 2024 0 repositories listed
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Cartesian Genetic Programming Approach for Designing Convolutional Neural Networks30 Sep 2024 0 repositories listed
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POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator30 Sep 2024 0 repositories listed
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Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design27 Sep 2024 0 repositories listed
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TensorSocket: Shared Data Loading for Deep Learning Training27 Sep 2024 0 repositories listed
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A Survey on Neural Architecture Search Based on Reinforcement Learning26 Sep 2024 0 repositories listed
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Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule26 Sep 2024 0 repositories listed
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AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting25 Sep 2024 0 repositories listed
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EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition22 Sep 2024 0 repositories listed
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Pushing Joint Image Denoising and Classification to the Edge13 Sep 2024 0 repositories listed
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Enhancing Convolutional Neural Networks with Higher-Order Numerical Difference Methods8 Sep 2024 0 repositories listed
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MoistNet: Machine Vision-based Deep Learning Models for Wood Chip Moisture Content Measurement7 Sep 2024 0 repositories listed
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NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models7 Sep 2024 0 repositories listed
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Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables3 Sep 2024 0 repositories listed
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FastBO: Fast HPO and NAS with Adaptive Fidelity Identification1 Sep 2024 0 repositories listed
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PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator29 Aug 2024 0 repositories listed
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SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search27 Aug 2024 0 repositories listed
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MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs26 Aug 2024 0 repositories listed
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A Web-Based Solution for Federated Learning with LLM-Based Automation23 Aug 2024 0 repositories listed
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HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices23 Aug 2024 0 repositories listed
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NAS-Cap: Deep-Learning Driven 3-D Capacitance Extraction with Neural Architecture Search and Data Augmentation23 Aug 2024 0 repositories listed
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Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition11 Aug 2024 0 repositories listed
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Evolutionary Neural Architecture Search for 3D Point Cloud Analysis10 Aug 2024 0 repositories listed
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Combining Neural Architecture Search and Automatic Code Optimization: A Survey7 Aug 2024 0 repositories listed
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TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification2 Aug 2024 0 repositories listed
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AutoPV: Automatically Design Your Photovoltaic Power Forecasting Model1 Aug 2024 0 repositories listed
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Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search30 Jul 2024 0 repositories listed
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A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism22 Jul 2024 0 repositories listed
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Comprehensive Study on Performance Evaluation and Optimization of Model Compression: Bridging Traditional Deep Learning and Large Language Models22 Jul 2024 0 repositories listed
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Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset18 Jul 2024 0 repositories listed
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MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets18 Jul 2024 0 repositories listed
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MCU-MixQ: A HW/SW Co-optimized Mixed-precision Neural Network Design Framework for MCUs17 Jul 2024 0 repositories listed
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DDFAD: Dataset Distillation Framework for Audio Data15 Jul 2024 0 repositories listed
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SliceMamba with Neural Architecture Search for Medical Image Segmentation11 Jul 2024 0 repositories listed