Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2006.04647
Cited By
v1
v2
v3 (latest)
Neural Architecture Search without Training
8 June 2020
J. Mellor
Jack Turner
Amos Storkey
Elliot J. Crowley
Re-assign community
ArXiv (abs)
PDF
HTML
Github (465★)
Papers citing
"Neural Architecture Search without Training"
50 / 223 papers shown
CompressNAS : A Fast and Efficient Technique for Model Compression using Decomposition
Sudhakar Sah
Nikhil Chabbra
Matthieu Durnerin
117
0
0
12 Nov 2025
Models Got Talent: Identifying High Performing Wearable Human Activity Recognition Models Without Training
Richard Goldman
Varun Komperla
Thomas Ploetz
H. Haresamudram
173
0
0
08 Nov 2025
ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering
Zhuowen Yuan
Tao Liu
Yang Yang
Y. Wang
Feng Qi
Kaushik Rangadurai
Bo Li
Shuang Yang
AI4CE
189
0
0
06 Nov 2025
Spiking Neural Network Architecture Search: A Survey
Kama Svoboda
Tosiron Adegbija
179
0
0
16 Oct 2025
PlatformX: An End-to-End Transferable Platform for Energy-Efficient Neural Architecture Search
Xiaolong Tu
Dawei Chen
Kyungtae Han
Onur Altintas
Haoxin Wang
139
0
0
10 Oct 2025
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between
Ondřej Týbl
Lukáš Neumann
AI4CE
218
0
0
07 Oct 2025
LLM-NAS: LLM-driven Hardware-Aware Neural Architecture Search
Hengyi Zhu
Grace Li Zhang
Shaoyi Huang
356
0
0
01 Oct 2025
Regression Language Models for Code
Yash Akhauri
Xingyou Song
Arissa Wongpanich
Bryan Lewandowski
Mohamed S. Abdelfattah
199
5
0
30 Sep 2025
OptiProxy-NAS: Optimization Proxy based End-to-End Neural Architecture Search
Bo Lyu
Yu Cui
Tuo Shi
Ke Li
131
0
0
06 Sep 2025
Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature
Rohan Asthana
Joschua Conrad
M. Ortmanns
Vasileios Belagiannis
118
0
0
18 Aug 2025
Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Haidong Kang
Lianbo Ma
Guo-Ding Yu
Shangce Gao
MQ
241
1
0
05 Aug 2025
Coflex: Enhancing HW-NAS with Sparse Gaussian Processes for Efficient and Scalable DNN Accelerator Design
Yinhui Ma
Tomomasa Yamasaki
Zhehui Wang
Tao Luo
Bo Wang
250
0
0
31 Jul 2025
Graph Lineages and Skeletal Graph Products
Eric Mjolsness
Cory Braker Scott
AI4CE
163
0
0
31 Jul 2025
Zero-Shot Neural Architecture Search with Weighted Response Correlation
Kun Jing
Luoyu Chen
Jungang Xu
Jianwei Tai
Yiyu Wang
Shuaimin Li
162
0
0
08 Jul 2025
Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel
Yilan Chen
Zhichao Wang
Wei Huang
Andi Han
Taiji Suzuki
Arya Mazumdar
MLT
232
0
0
12 Jun 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor
Han Ji
Yuqi Feng
Jiahao Fan
Yanan Sun
OOD
CML
239
0
0
04 Jun 2025
SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2025
Yuyang Zhou
Ferrante Neri
Yew-Soon Ong
Ruibin Bai
182
0
0
03 Jun 2025
Half Search Space is All You Need
Pavel Rumiantsev
Mark Coates
222
0
0
19 May 2025
GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks
Gabriel Cortes
Nuno Lourenço
Paolo Romano
Penousal Machado
UQCV
FedML
242
1
0
14 May 2025
L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers
Computer Vision and Pattern Recognition (CVPR), 2025
S. Casarin
Sergio Escalera
Oswald Lanz
383
2
0
12 May 2025
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models
X. Wang
Haoyang Li
Zeyang Zhang
Zeyang Zhang
Wenwu Zhu
LRM
410
5
0
28 Apr 2025
Transferrable Surrogates in Expressive Neural Architecture Search Spaces
Shiwen Qin
Gabriela Kadlecová
Martin Pilát
Shay B. Cohen
Roman Neruda
Elliot J. Crowley
Jovita Lukasik
Linus Ericsson
AI4CE
980
4
0
17 Apr 2025
Sim-is-More: Randomizing HW-NAS with Synthetic Devices
F. Capuano
Gabriele Tiboni
Niccolò Cavagnero
Giuseppe Averta
229
0
0
01 Apr 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Tomomasa Yamasaki
Zhehui Wang
Yaoyu Zhang
Niangjun Chen
Bo Wang
548
3
0
26 Mar 2025
ZeroLM: Data-Free Transformer Architecture Search for Language Models
Zhen-Song Chen
Hong-Wei Ding
Xian-Jia Wang
Witold Pedrycz
352
1
0
24 Mar 2025
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation
Pavel Rumiantsev
Mark Coates
299
0
0
27 Feb 2025
NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance
International Conference on Learning Representations (ICLR), 2024
Raphael T. Husistein
Markus Reiher
Marco Eckhoff
415
2
0
20 Feb 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights
Computer Vision and Pattern Recognition (CVPR), 2025
Ondřej Týbl
Lukáš Neumann
246
1
0
07 Feb 2025
GreenAuto: An Automated Platform for Sustainable AI Model Design on Edge Devices
Workshop on Mobile Computing Systems and Applications (HotMobile), 2025
Xiaolong Tu
Dawei Chen
Kyungtae Han
Onur Altintas
Haoxin Wang
227
3
0
28 Jan 2025
GradAlign for Training-free Model Performance Inference
Yuxuan Li
Yunhui Guo
266
0
0
29 Nov 2024
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS
Gabriel Cortes
Nuno Lourenço
Penousal Machado
309
1
0
22 Nov 2024
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey
Yang Gu
Hengyu You
Jian Cao
Muran Yu
Haoran Fan
Shiyou Qian
LM&MA
AI4CE
417
11
0
11 Nov 2024
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Models
Yuqi Li
Yao Lu
Zhihong Zhu
Chuanguang Yang
Yihao Chen
Xin Yin
Yihao Chen
Jianping Gou
Yingli Tian
T. Huang
234
33
0
14 Oct 2024
ActNAS : Generating Efficient YOLO Models using Activation NAS
Sudhakar Sah
Ravish Kumar
Darshan C. Ganji
Ehsan Saboori
206
1
0
11 Oct 2024
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network Design
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Liu Tianyuan
Hou Libin
Wang Linyuan
Song Xiyu
Yan Bin
213
0
0
10 Oct 2024
Automating Data Science Pipelines with Tensor Completion
BigData Congress [Services Society] (BSS), 2024
Shaan Pakala
Bryce Graw
Dawon Ahn
Tam Dinh
Mehnaz Tabassum Mahin
Vassilis Tsotras
Jia Chen
Evangelos E. Papalexakis
183
2
0
08 Oct 2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024
Amber Cassimon
Phil Reiter
Siegfried Mercelis
Kevin Mets
378
2
0
07 Oct 2024
LPZero: Language Model Zero-cost Proxy Search from Zero
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Peijie Dong
Lujun Li
Xiang Liu
Zhenheng Tang
Xuebo Liu
Qiang Wang
Xiaowen Chu
847
7
0
07 Oct 2024
FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning
Nurbek Tastan
Samuel Horváth
Martin Takáč
Karthik Nandakumar
FedML
445
1
0
03 Oct 2024
Scalable Reinforcement Learning-based Neural Architecture Search
Amber Cassimon
Siegfried Mercelis
Kevin Mets
253
12
0
02 Oct 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Ji Liu
Jiaxiang Ren
Ruoming Jin
Zijie Zhang
Yang Zhou
P. Valduriez
Dejing Dou
FedML
291
8
0
30 Sep 2024
HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models
Yu Zhou
Xingyu Wu
Jibin Wu
Liang Feng
Kay Chen Tan
MoMe
214
5
0
27 Sep 2024
OStr-DARTS: Differentiable Neural Architecture Search based on Operation Strength
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2024
Le Yang
Ziwei Zheng
Yizeng Han
Shiji Song
Gao Huang
Fan Li
242
7
0
22 Sep 2024
MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs
Ye Qiao
Jingcheng Li
Yifan Zhang
Sitao Huang
435
2
0
26 Aug 2024
Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search
An Vo
Ngoc Hoang Luong
218
1
0
30 Jul 2024
HyTAS: A Hyperspectral Image Transformer Architecture Search Benchmark and Analysis
Fangqin Zhou
Mert Kilickaya
Joaquin Vanschoren
Ran Piao
242
2
0
23 Jul 2024
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
Yash Akhauri
Ahmed F. AbouElhamayed
Jordan Dotzel
Zhiru Zhang
Alexander M Rush
Safeen Huda
Mohamed S. Abdelfattah
232
7
0
24 Jun 2024
Evolutionary Spiking Neural Networks: A Survey
Journal of Membrane Computing (J. Membr. Comput.), 2024
Shuaijie Shen
Rui Zhang
Chao Wang
Renzhuo Huang
Aiersi Tuerhong
Qinghai Guo
Zhichao Lu
Jianguo Zhang
Luziwei Leng
195
12
0
18 Jun 2024
Large Language Model Assisted Adversarial Robustness Neural Architecture Search
Rui Zhong
Yang Cao
Jun Yu
M. Munetomo
223
7
0
08 Jun 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach
Difan Deng
Marius Lindauer
AI4TS
307
1
0
07 Jun 2024
1
2
3
4
5
Next
Page 1 of 5