v1v2v3 (latest)

A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions

ACM Computing Surveys (ACM CSUR), 2020

1 June 2020

Pengzhen Ren

Yun Xiao

Xiaojun Chang

Po-Yao (Bernie) Huang

Papers citing "A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions"

50 / 241 papers shown

Title
NAS-LoRA: Empowering Parameter-Efficient Fine-Tuning for Visual Foundation Models with Searchable Adaptation Renqi Chen Haoyang Su Shixiang Tang 92 0 0 03 Dec 2025
First On-Orbit Demonstration of a Geospatial Foundation Model Andrew Du Roberto Del Prete Alejandro Mousist Nick Manser Fabrice Marre Andrew Barton Carl Seubert Gabriele Meoni Tat-Jun Chin 36 0 0 01 Dec 2025
Variational Quantum Algorithms for Particle Track Reconstruction Vincenzo Lipardi Xenofon Chiotopoulos Jacco A. de Vries Domenica Dibenedetto Kurt Driessens Marcel Merk M. Winands 112 0 0 14 Nov 2025
Spiking Neural Network Architecture Search: A Survey Kama Svoboda Tosiron Adegbija 169 0 0 16 Oct 2025
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation Devleena Das Rajeev Patwari Ashish Sirasao 93 0 0 06 Oct 2025
CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search Olga Krestinskaya M. Fouda Ahmed M. Eltawil K. Salama 96 0 0 30 Sep 2025
An effective control of large systems of active particles: An application to evacuation problemCommunications in nonlinear science & numerical simulation (CNSNS), 2025 Albina Klepach Egor E. Nuzhin Alexey A. Tsukanov Nikolay V. Brilliantov 172 0 0 24 Sep 2025
Application of discrete Ricci curvature in pruning randomly wired neural networks: A case study with chest x-ray classification of COVID-19 Pavithra Elumalai Sudharsan Vijayaraghavan Madhumita Mondal Areejit Samal 85 0 0 30 Aug 2025
Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback Yuxing Lu Yucheng Hu Nan Sun Xukai Zhao 92 1 0 21 Aug 2025
Neural Network Quantization for Microcontrollers: A Comprehensive Survey of Methods, Platforms, and Applications Hamza A. Abushahla Dara Varam Ariel J. N. Panopio Mohamed I. AlHajri MQ 356 1 0 20 Aug 2025
Tactile Robotics: An OutlookIEEE Transactions on robotics (IEEE TRO), 2025 Shan Luo Nathan Lepora Wenzhen Yuan K. Althoefer Gordon Cheng R. Dahiya 134 8 0 15 Aug 2025
Learn to Explore: Meta NAS via Bayesian Optimization Guided Graph Generation Zijun Sun Yanning Shen 108 0 0 13 Aug 2025
Hyperspectral Imaging Danfeng Hong Chenyu Li Xiangwei Zhu Bing Zhang Xiuping Jia Antonio J. Plaza Paolo Gamba J. Benediktsson J. Chanussot 108 0 0 11 Aug 2025
EA-ViT: Efficient Adaptation for Elastic Vision Transformer Chen Zhu Wangbo Zhao Huiwen Zhang Samir Khaki Yuhao Zhou ... Zhihang Yuan Yuzhang Shang Xiaojiang Peng Kai Wang Dawei Yang 188 2 0 25 Jul 2025
Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices Saeid Ghafouri Mohsen Fayyaz Xiangchen Li Deepu John Bo Ji Dimitrios Nikolopoulos Hans Vandierendonck 184 1 0 20 Jul 2025
Zero-Shot Neural Architecture Search with Weighted Response Correlation Kun Jing Luoyu Chen Jungang Xu Jianwei Tai Yiyu Wang Shuaimin Li 149 0 0 08 Jul 2025
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation Xinjian Zhao Tianshuo Wei Sheng Zhang Ruocheng Guo Wanyu Wang Shanshan Ye Lixin Zou Xuetao Wei Xiangyu Zhao TTA 277 2 0 07 Jul 2025
SWAT-NN: Simultaneous Weights and Architecture Training for Neural Networks in a Latent Space Zitong Huang Mansooreh Montazerin Ajitesh Srivastava 198 0 0 09 Jun 2025
You Only Train Once Christos Sakaridis 180 0 0 04 Jun 2025
Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models Hongtao Huang Xiaojun Chang Weitong Chen MedIm 288 0 0 03 Jun 2025
KairosAD: A SAM-Based Model for Industrial Anomaly Detection on Embedded Devices Uzair Khan Franco Fummi Luigi Capogrosso 144 0 0 30 May 2025
Global optimization of graph acquisition functions for neural architecture search Yilin Xie Shiqiang Zhang Jixiang Qing Ruth Misener Calvin Tsay 238 3 0 29 May 2025
Searching Neural Architectures for Sensor Nodes on IoT GatewaysIEEE Internet of Things Journal (IEEE IoT J.), 2025 Andrea Mattia Garavagno E. Ragusa A. Frisoli Paolo Gastaldo 202 0 0 29 May 2025
Approach to Finding a Robust Deep Learning ModelIEEE Access (IEEE Access), 2025 Alexey Boldyrev Fedor Ratnikov Andrey Shevelev OOD 320 2 0 22 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 397 1 0 28 Apr 2025
GFT: Gradient Focal Transformer Boris Kriuk Simranjit Kaur Gill Shoaib Aslam Amir Fakhrutdinov 208 0 0 14 Apr 2025
ELASTIC: Efficient Once For All Iterative Search for Object Detection on Microcontrollers Tony Tran Qin Lin Bin Hu 295 1 0 27 Mar 2025
AgroLLM: Connecting Farmers and Agricultural Practices through Large Language Models for Enhanced Knowledge Transfer and Practical Application Dinesh Jackson Samuel Inna Skarga-Bandurova David Sikolia Muhammad Awais 256 1 0 28 Feb 2025
NEAR: A Training-Free Pre-Estimator of Machine Learning Model PerformanceInternational Conference on Learning Representations (ICLR), 2024 Raphael T. Husistein Markus Reiher Marco Eckhoff 407 1 0 20 Feb 2025
Achieving Deep Continual Learning via Evolution Aojun Lu Junchao Ke Chunhui Ding Jiahao Fan Jiancheng Lv Yanan Sun CLL 343 1 0 10 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Cunchun Li Kaidi Wang Wenlong Zhang Xinyu Wang 511 64 0 06 Feb 2025
Efficient Global Neural Architecture SearchSN Computer Science (SN Comput. Sci.), 2025 Shahid Siddiqui C. Kyrkou T. Theocharides 243 0 0 05 Feb 2025
Meta-Sparsity: Learning Optimal Sparse Structures in Multi-task Networks through Meta-learning Richa Upadhyay Ronald Phlypo Rajkumar Saini Marcus Liwicki 289 0 0 21 Jan 2025
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond Weiyu Chen Xiaoyuan Zhang Xiaoyuan Zhang Xi Lin Han Zhao Gang Qu James T. Kwok 440 19 0 19 Jan 2025
Neural Architecture Codesign for Fast Physics Applications Jason Weitz Dmitri Demler Luke McDermott Nhan Tran Javier Mauricio Duarte AI4CE 124 7 0 09 Jan 2025
TART: Token-based Architecture Transformer for Neural Network Performance Prediction Yannis Y. He 257 0 0 02 Jan 2025
Review of Mathematical Optimization in Federated Learning Shusen Yang Fangyuan Zhao Zihao Zhou Liang Shi Xuebin Ren Zongben Xu FedML AI4CE 327 6 0 02 Dec 2024
When Babies Teach Babies: Can student knowledge sharing outperform Teacher-Guided Distillation on small datasets? Srikrishna Iyer FedML 401 0 0 25 Nov 2024
Fully Automated Correlated Time Series Forecasting in MinutesProceedings of the VLDB Endowment (PVLDB), 2024 Xinle Wu Xingjian Wu Dalin Zhang Miao Zhang Chenjuan Guo Bin Yang Christian S. Jensen AI4TS 267 12 0 06 Nov 2024
Understanding Representation of Deep Equilibrium Models from Neural Collapse PerspectiveNeural Information Processing Systems (NeurIPS), 2024 Haixiang Sun Ye Shi 232 1 0 30 Oct 2024
A Survey of Low-shot Vision-Language Model Adaptation via Representer Theorem Kun Ding Ying Wang Gaofeng Meng Shiming Xiang VLM 278 0 0 15 Oct 2024
A CLIP-Powered Framework for Robust and Generalizable Data SelectionInternational Conference on Learning Representations (ICLR), 2024 Steve Yang Peng Ye Wanli Ouyang Dongzhan Zhou Jian Zhao 401 13 0 15 Oct 2024
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge TuningScientific Reports (Sci Rep), 2024 Nusrat Jahan Prottasha Asif Mahmud Md. Shohanur Islam Sobuj Prakash Bhat Md. Kowsher Niloofar Yousefi O. Garibay 295 18 0 11 Oct 2024
UniAutoML: A Human-Centered Framework for Unified Discriminative and Generative AutoML with Large Language Models Jiayi Guo Zan Chen Yingrui Ji Liyun Zhang Daqin Luo Zhigang Li Yiqin Shen HAI 234 1 0 09 Oct 2024
A Benchmark on Directed Graph Representation Learning in Hardware Designs Haoyu Wang Yinan Huang Nan Wu Pan Li OOD 320 1 0 09 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat Wonyong Jeong Sung Ju Hwang LLMAG 367 51 0 03 Oct 2024
Lightweight Neural Architecture Search for Cerebral Palsy Detection Felix Tempel Espen Alexander F. Ihlen Inga Strümke 132 2 0 30 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Weitong Chen 313 0 0 26 Sep 2024
Archon: An Architecture Search Framework for Inference-Time Techniques Jon Saad-Falcon Adrian Gamarra Lafuente Shlok Natarajan Nahum Maru Hristo Todorov ... E. Kelly Buchanan Mayee Chen Neel Guha Christopher Ré Azalia Mirhoseini AI4CE 416 38 0 23 Sep 2024
EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement RecognitionIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024 Huafeng Qin Hongyu Zhu Xin Jin Xin Yu M. El-Yacoubi Xinbo Gao 361 1 0 22 Sep 2024