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2208.04321
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Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
IEEE Transactions on Evolutionary Computation (TEVC), 2022
8 August 2022
Zhichao Lu
Ran Cheng
Yaochu Jin
Kay Chen Tan
Kalyanmoy Deb
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Papers citing
"Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment"
17 / 17 papers shown
A Continuous Encoding-Based Representation for Efficient Multi-Fidelity Multi-Objective Neural Architecture Search
Applied Soft Computing (ASC), 2025
Zhao Wei
C. Ooi
Yew-Soon Ong
AI4CE
136
0
0
02 Sep 2025
Meta knowledge assisted Evolutionary Neural Architecture Search
Yangyang Li
Guanlong Liu
Ronghua Shang
L. Jiao
203
0
0
30 Apr 2025
Preference-Guided Diffusion for Multi-Objective Offline Optimization
Yashas Annadani
Syrine Belakaria
Stefano Ermon
Stefan Bauer
Barbara Engelhardt
221
6
0
21 Mar 2025
Offline Model-Based Optimization: Comprehensive Review
Minsu Kim
Jiayao Gu
Ye Yuan
Taeyoung Yun
Ziqiang Liu
Yoshua Bengio
Can Chen
OffRL
386
10
0
21 Mar 2025
Knowledge-aware Evolutionary Graph Neural Architecture Search
Knowledge-Based Systems (KBS), 2024
Chao Wang
Jiaxuan Zhao
Lingling Li
Licheng Jiao
Fang Liu
Xu Liu
Steve Yang
371
8
0
26 Nov 2024
A framework for measuring the training efficiency of a neural architecture
Artificial Intelligence Review (Artif Intell Rev), 2024
Eduardo Cueto-Mendoza
John D. Kelleher
254
3
0
12 Sep 2024
Large Language Model Assisted Adversarial Robustness Neural Architecture Search
Rui Zhong
Yang Cao
Jun Yu
M. Munetomo
220
7
0
08 Jun 2024
Offline Multi-Objective Optimization
Ke Xue
Rong-Xi Tan
Xiaobin Huang
Chao Qian
OffRL
223
10
0
06 Jun 2024
FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search
Haoming Zhang
Ran Cheng
AI4CE
GNN
154
0
0
24 Apr 2024
TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection
Ijazul Haq
Byung Suk Lee
Donna M. Rizzo
AI4TS
270
15
0
29 Nov 2023
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search
Zhenrong Wang
Bin Li
Weifeng Li
Shuanlong Niu
Wang Miao
Tongzhi Niu
316
15
0
18 Nov 2023
A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Ya-Wen Huang
Zherui Zhang
Ao Jiao
Yuxin Ma
Ran Cheng
174
8
0
10 Aug 2023
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction
Applied Soft Computing (Appl. Soft Comput.), 2023
E. López
Fergal Stapleton
178
4
0
04 Aug 2023
Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness
Applied Soft Computing (Appl. Soft Comput.), 2023
Javier Poyatos
Daniel Molina
Aitor Martínez
Javier Del Ser
Francisco Herrera
268
15
0
20 Feb 2023
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization
IEEE Transactions on Evolutionary Computation (TEVC), 2022
Songbai Liu
Qiuzhen Lin
Jianqiang Li
Kay Chen Tan
329
83
0
23 Jun 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
ACM Transactions on Evolutionary Learning and Optimization (TELO), 2022
Florian Karl
Tobias Pielok
Julia Moosbauer
Florian Pfisterer
Stefan Coors
...
Jakob Richter
Michel Lang
Eduardo C. Garrido-Merchán
Juergen Branke
J. Herbinger
AI4CE
345
84
0
15 Jun 2022
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
International Conference on Learning Representations (ICLR), 2021
Chaojian Li
Zhongzhi Yu
Yonggan Fu
Yongan Zhang
Yang Zhao
Haoran You
Qixuan Yu
Yue Wang
Yingyan Lin
296
125
0
19 Mar 2021
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