{"total":26,"rows":[{"id":"2110.08616","title":"GradSign: Model Performance Inference with Theoretical Insights","created":"2021-10-16","cited_by_count":19,"area":null},{"id":"2307.09988","title":"TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge","created":"2023-07-19","cited_by_count":18,"area":null},{"id":"2108.08532","title":"An Information Theory-inspired Strategy for Automatic Network Pruning","created":"2021-08-19","cited_by_count":17,"area":null},{"id":"2201.09785","title":"Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search","created":"2022-01-24","cited_by_count":17,"area":null},{"id":"2406.16635","title":"ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models","created":"2024-06-24","cited_by_count":13,"area":null},{"id":"2403.04161","title":"SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS","created":"2024-03-07","cited_by_count":11,"area":null},{"id":"2404.16551","title":"Surprisingly Strong Performance Prediction with Neural Graph Features","created":"2024-04-25","cited_by_count":11,"area":null},{"id":"2207.05135","title":"FreeREA: Training-Free Evolution-based Architecture Search","created":"2022-06-17","cited_by_count":10,"area":null},{"id":"2102.06599","title":"Neural Architecture Search as Program Transformation Exploration","created":"2021-02-12","cited_by_count":8,"area":null},{"id":"2410.04808","title":"LPZero: Language Model Zero-cost Proxy Search from Zero","created":"2024-10-07","cited_by_count":7,"area":null},{"id":"2306.02459","title":"Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search","created":"2023-06-04","cited_by_count":6,"area":null},{"id":"2403.07591","title":"Robustifying and Boosting Training-Free Neural Architecture Search","created":"2024-03-12","cited_by_count":4,"area":null},{"id":"2409.14433","title":"OStr-DARTS: Differentiable Neural Architecture Search based on Operation Strength","created":"2024-09-22","cited_by_count":4,"area":null},{"id":"2407.16269","title":"HyTAS: A Hyperspectral Image Transformer Architecture Search Benchmark and Analysis","created":"2024-07-23","cited_by_count":3,"area":null},{"id":"2310.04179","title":"Entropic Score metric: Decoupling Topology and Size in Training-free NAS","created":"2023-10-06","cited_by_count":2,"area":null},{"id":"2403.10318","title":"pTNAS: Progressive Neural Architecture Search for Tabular Data","created":"2024-03-15","cited_by_count":2,"area":null},{"id":"2404.00271","title":"TG-NAS: Generalizable Zero-Cost Proxies with Operator Description Embedding and Graph Learning for Efficient Neural Architecture Search","created":"2024-03-30","cited_by_count":2,"area":null},{"id":"2503.18646","title":"ZeroLM: Data-Free Transformer Architecture Search for Language Models","created":"2025-03-24","cited_by_count":2,"area":null},{"id":"2302.10835","title":"A General-Purpose Transferable Predictor for Neural Architecture Search","created":"2023-02-21","cited_by_count":1,"area":null},{"id":"2307.09365","title":"An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness","created":"2023-07-18","cited_by_count":1,"area":null},{"id":"2408.04116","title":"Combining Neural Architecture Search and Automatic Code Optimization: A Survey","created":"2024-08-07","cited_by_count":1,"area":null},{"id":"2408.08776","title":"NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance","created":"2024-08-16","cited_by_count":1,"area":null},{"id":"2507.08841","title":"Zero-Shot Neural Architecture Search with Weighted Response Correlation","created":"2025-07-08","cited_by_count":1,"area":null},{"id":"2508.12977","title":"Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature","created":"2025-08-18","cited_by_count":1,"area":null},{"id":"2502.19657","title":"Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation","created":"2025-02-27","cited_by_count":0,"area":null},{"id":"2605.07378","title":"Zero-Shot Neural Network Evaluation with Sample-Wise Activation Patterns","created":"2026-05-08","cited_by_count":0,"area":null}],"next_cursor":null}