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ORCIDYanan Sun 0001
Person information
- affiliation: Sichuan University, College of Computer Science, Chengdu, China
Other persons with the same name
- Yanan Sun — disambiguation page
- Yanan Sun 0002
![[0000-0001-7710-0884]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-7710-0884")
— University of British Columbia, Vancouver, Canada - Yanan Sun 0003 — Shanghai Jiao Tong University, Shanghai, China
- Yanan Sun 0004 — ARC Centre of Excellence in Cognition and its Disorders, NSW, Australia (and 1 more)
- Yanan Sun 0005 — Shanghai AI Laboratory, Shanghai, China (and 1 more)
- Yanan Sun 0006 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
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2020 – today
- 2025
[j48]Yu Wang, Jiahao Fan, Yanan Sun:
Classification of sewer pipe defects based on an automatically designed convolutional neural network. Expert Syst. Appl. 264: 125806 (2025)- [j47]Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen:
Automated design of neural networks with multi-scale convolutions via multi-path weight sampling. Pattern Recognit. 165: 111605 (2025) - [j46]Nan Li, Lianbo Ma, Rui Wang, Shi Cheng, Yanan Sun, Bing Xue, Mengjie Zhang:
Listwise ranking predictor for evolutionary neural architecture search. Swarm Evol. Comput. 96: 101956 (2025) - [j45]Hanyuan Huang, Tao Li, Beibei Li, Wenhao Wang, Yanan Sun:
A Bidirectional Differential Evolution-Based Unknown Cyberattack Detection System. IEEE Trans. Evol. Comput. 29(2): 459-473 (2025) - [j44]Yuqi Feng, Yanan Sun, Gary G. Yen, Kay Chen Tan:
REP: An Interpretable Robustness Enhanced Plugin for Differentiable Neural Architecture Search. IEEE Trans. Knowl. Data Eng. 37(5): 2888-2902 (2025) - [j43]Yuqi Feng, Zeqiong Lv, Hongyang Chen, Shangce Gao, Fengping An, Yanan Sun:
LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture. IEEE Trans. Neural Networks Learn. Syst. 36(3): 5629-5643 (2025) - [c40]Yuqi Feng, Yuwei Ou, Jiahao Fan, Yanan Sun:
Zero-cost Proxy for Adversarial Robustness Evaluation. ICLR 2025 - [i36]Yuhao Zhou, Yuxin Tian, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv:
E-3SFC: Communication-Efficient Federated Learning with Double-way Features Synthesizing. CoRR abs/2502.03092 (2025) - [i35]Long Chen, Xiaotian Song, Andy Song, BaDong Chen, Jiancheng Lv, Yanan Sun:
FAS: Fast ANN-SNN Conversion for Spiking Large Language Models. CoRR abs/2502.04405 (2025) - [i34]Aojun Lu, Junchao Ke, Chunhui Ding, Jiahao Fan, Yanan Sun:
Position: Continual Learning Benefits from An Evolving Population over An Unified Model. CoRR abs/2502.06210 (2025) - 2024
- [j42]Xiaojun Zhou, Wan Tan, Yanan Sun, Tingwen Huang, Chunhua Yang:
Multi-objective optimization and decision making for integrated energy system using STA and fuzzy TOPSIS. Expert Syst. Appl. 240: 122539 (2024) - [j41]Jindi Lv, Yanan Sun, Qing Ye, Wentao Feng, Jiancheng Lv:
A multiscale neural architecture search framework for multimodal fusion. Inf. Sci. 679: 121005 (2024) - [j40]Shasha Zhou, Mingyu Huang, Yanan Sun, Ke Li:
Evolutionary Multi-objective Optimization for Contextual Adversarial Example Generation. Proc. ACM Softw. Eng. 1(FSE): 2285-2308 (2024) - [j39]Yu Zhang, Pengxing Cai, Yanan Sun, Zhiming Zhang, Zhenyu Lei, Shangce Gao:
A Lightweight Multidendritic Pyramidal Neuron Model With Neural Plasticity on Image Recognition. IEEE Trans. Artif. Intell. 5(9): 4415-4427 (2024) - [j38]Xiaotian Song, Xiangning Xie, Zeqiong Lv, Gary G. Yen, Weiping Ding, Jiancheng Lv, Yanan Sun:
Efficient Evaluation Methods for Neural Architecture Search: A Survey. IEEE Trans. Artif. Intell. 5(12): 5990-6011 (2024) - [j37]Xiangning Xie, Yanan Sun, Yuqiao Liu, Mengjie Zhang, Kay Chen Tan:
Architecture Augmentation for Performance Predictor via Graph Isomorphism. IEEE Trans. Cybern. 54(3): 1828-1840 (2024) - [j36]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
Guest Editorial Evolutionary Neural Architecture Search. IEEE Trans. Evol. Comput. 28(3): 566-569 (2024) - [j35]Rui Zhang, Yanan Sun, Mengjie Zhang:
GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification. IEEE Trans. Evol. Comput. 28(6): 1590-1604 (2024) - [j34]Zeqiong Lv, Chao Qian, Yanan Sun:
Benchmarking Analysis of Evolutionary Neural Architecture Search. IEEE Trans. Evol. Comput. 28(6): 1659-1673 (2024) - [j33]Zeqiong Lv, Chao Qian, Gary G. Yen, Yanan Sun:
Analyzing the Expected Hitting Time of Evolutionary Computation-Based Neural Architecture Search Algorithms. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 3899-3911 (2024) - [j32]Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv:
Neural Networks Learn Specified Information for Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng. 36(11): 6719-6730 (2024) - [j31]Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv:
Neural Network With a Preference Sampling Paradigm for Imbalanced Data Classification. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9252-9266 (2024) - [j30]Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen:
Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13523-13537 (2024) - [c39]Yuwei Ou, Yuqi Feng, Yanan Sun:
Towards Accurate and Robust Architectures via Neural Architecture Search. CVPR 2024: 5967-5976 - [c38]Xiaotian Song, Peng Zeng, Yanan Sun, Andy Song:
Generalizable Symbolic Optimizer Learning. ECCV (81) 2024: 36-52 - [c37]Ying Bi, Stefano Cagnoni, Yanan Sun:
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. GECCO Companion 2024: 1231-1260 - [c36]Zeqiong Lv, Chao Bian, Chao Qian, Yanan Sun:
Runtime Analysis of Population-based Evolutionary Neural Architecture Search for a Binary Classification Problem. GECCO 2024 - [c35]Minxiao Zhong, Yuqi Feng, Qing Li, Yanan Sun:
Precisely Predicting Neutronics Parameters of Nuclear Reactor. ICIC (2) 2024: 308-319 - [c34]Xiaotian Song, Shuchao Deng, Jiahao Fan, Yanan Sun:
Physics-Informed Neural Networks with Generalized Residual-Based Adaptive Sampling. ICIC (2) 2024: 320-332 - [c33]Xiaotian Song, Andy Song, Rong Xiao, Yanan Sun:
One-step Spiking Transformer with a Linear Complexity. IJCAI 2024: 3142-3150 - [c32]Han Ji, Yuqi Feng, Yanan Sun:
CAP: A Context-Aware Neural Predictor for NAS. IJCAI 2024: 4219-4227 - [c31]Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan Sun:
Revisiting Neural Networks for Continual Learning: An Architectural Perspective. IJCAI 2024: 4651-4659 - [c30]Yuqi Feng, Jian Zhang, Yanan Sun:
Robust Neural Architecture Search under Long-Tailed Distribution. IJCNN 2024: 1-9 - [i33]Zeqiong Lv, Chao Qian, Yanan Sun:
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search. CoRR abs/2401.11712 (2024) - [i32]Chengzhe Feng, Yanan Sun, Ke Li, Pan Zhou, Jiancheng Lv, Aojun Lu:
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models. CoRR abs/2403.13588 (2024) - [i31]Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan Sun:
Revisiting Neural Networks for Continual Learning: An Architectural Perspective. CoRR abs/2404.14829 (2024) - [i30]Yuwei Ou, Yuqi Feng, Yanan Sun:
Towards Accurate and Robust Architectures via Neural Architecture Search. CoRR abs/2405.05502 (2024) - [i29]Han Ji, Yuqi Feng, Yanan Sun:
CAP: A Context-Aware Neural Predictor for NAS. CoRR abs/2406.02056 (2024) - 2023
- [j29]Yanan Sun, Xiaojun Zhou, Chunhua Yang, Tingwen Huang:
A visual analytics approach for multi-attribute decision making based on intuitionistic fuzzy AHP and UMAP. Inf. Fusion 96: 269-280 (2023) - [j28]Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv:
Neural network with absent minority class samples and boundary shifting for imbalanced data classification. Neural Comput. Appl. 35(12): 8937-8953 (2023) - [j27]Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen:
Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification. IEEE Trans. Evol. Comput. 27(5): 1298-1312 (2023) - [j26]Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv:
DLB: A Dynamic Load Balance Strategy for Distributed Training of Deep Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1217-1227 (2023) - [j25]Shuchao Deng, Zeqiong Lv, Edgar Galván, Yanan Sun:
Evolutionary Neural Architecture Search for Facial Expression Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1405-1419 (2023) - [j24]Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan:
A Survey on Evolutionary Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. 34(2): 550-570 (2023) - [j23]Siyi Li, Yanan Sun, Gary G. Yen, Mengjie Zhang:
Automatic Design of Convolutional Neural Network Architectures Under Resource Constraints. IEEE Trans. Neural Networks Learn. Syst. 34(8): 3832-3846 (2023) - [c29]Jingrong Xie, Yuqi Feng, Yanan Sun:
A Sampling Method for Performance Predictor Based on Contrastive Learning. AI (1) 2023: 215-226 - [c28]Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang:
Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation. GECCO Companion 2023: 655-658 - [c27]Yuhao Zhou, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv:
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence. ICCV 2023: 5008-5017 - [i28]Xiangning Xie, Xiaotian Song, Zeqiong Lv, Gary G. Yen, Weiping Ding, Yanan Sun:
Efficient Evaluation Methods for Neural Architecture Search: A Survey. CoRR abs/2301.05919 (2023) - [i27]Yuhao Zhou, Mingjia Shi, Qing Ye, Yanan Sun, Jiancheng Lv:
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence. CoRR abs/2302.13562 (2023) - [i26]Peng Zeng, Xiaotian Song, Andrew Lensen, Yuwei Ou, Yanan Sun, Mengjie Zhang, Jiancheng Lv:
Differentiable Genetic Programming for High-dimensional Symbolic Regression. CoRR abs/2304.08915 (2023) - [i25]Shuchao Deng, Yanan Sun, Edgar Galván:
Neural Architecture Search Using Genetic Algorithm for Facial Expression Recognition. CoRR abs/2304.12194 (2023) - 2022
- [j22]Xiaojun Zhou, Yanan Sun, Zhaoke Huang, Chunhua Yang, Gary G. Yen:
Dynamic multi-objective optimization and fuzzy AHP for copper removal process of zinc hydrometallurgy. Appl. Soft Comput. 129: 109613 (2022) - [j21]Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv:
A neural network learning algorithm for highly imbalanced data classification. Inf. Sci. 612: 496-513 (2022) - [j20]Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang, Jiancheng Lv:
ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures. IEEE Trans. Artif. Intell. 3(4): 526-540 (2022) - [j19]Xiangning Xie, Yuqiao Liu, Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang:
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search. IEEE Trans. Evol. Comput. 26(6): 1473-1485 (2022) - [c26]Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang:
EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search. AI 2022: 116-130 - [c25]Shuchao Deng, Yanan Sun, Edgar Galván:
Neural architecture search using genetic algorithm for facial expression recognition. GECCO Companion 2022: 423-426 - [c24]Peng Zeng, Andrew Lensen, Yanan Sun:
Large scale image classification using GPU-based genetic programming. GECCO Companion 2022: 619-622 - [c23]Jie Wu, Yanan Sun:
Adaptively Joint Pixel-wise Semantic Correlation in Surface Normal Estimation. IJCNN 2022: 1-8 - [c22]Zilin Xiao, Yanan Sun:
Exploring the Effectiveness of Appearance Descriptor in DeepSORT. IJCNN 2022: 1-8 - [c21]Jie Wu, Ben Feng, Yanan Sun:
Genetic Algorithm-based Transformer Architecture Design for Neural Machine Translation. MLMI 2022: 98-104 - [c20]Yuqiao Liu, Yehui Tang, Zeqiong Lv, Yunhe Wang, Yanan Sun:
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor. NeurIPS 2022 - [c19]Rui Zhang, Andrew Lensen, Yanan Sun:
Speeding up Genetic Programming Based Symbolic Regression Using GPUs. PRICAI (1) 2022: 519-533 - [i24]Xiangning Xie, Yuqiao Liu, Yanan Sun, Mengjie Zhang, Kay Chen Tan:
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism. CoRR abs/2207.00987 (2022) - [i23]Zeqiong Lv, Chao Qian, Gary G. Yen, Yanan Sun:
Analysis of Expected Hitting Time for Designing Evolutionary Neural Architecture Search Algorithms. CoRR abs/2210.05397 (2022) - [i22]Yuqiao Liu, Haipeng Li, Yanan Sun, Shuaicheng Liu:
DAS: Neural Architecture Search via Distinguishing Activation Score. CoRR abs/2212.12132 (2022) - [i21]Yuwei Ou, Xiangning Xie, Shangce Gao, Yanan Sun, Kay Chen Tan, Jiancheng Lv:
Differentiable Search of Accurate and Robust Architectures. CoRR abs/2212.14049 (2022) - 2021
- [j18]Yanan Sun, Mengjie Zhang, Gary G. Yen:
Evolutionary Neural Architecture Search and Applications [Guest Editorial]. IEEE Comput. Intell. Mag. 16(3): 8-9 (2021) - [j17]Yanan Sun, Xian Sun, Yuhan Fang, Gary G. Yen, Yuqiao Liu:
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms. IEEE Trans. Evol. Comput. 25(3): 524-536 (2021) - [j16]Xiangru Chen, Yanan Sun, Mengjie Zhang, Dezhong Peng:
Evolving Deep Convolutional Variational Autoencoders for Image Classification. IEEE Trans. Evol. Comput. 25(5): 815-829 (2021) - [j15]Qing Ye, Yanan Sun, Jixin Zhang, Jiancheng Lv:
A Distributed Framework for EA-Based NAS. IEEE Trans. Parallel Distributed Syst. 32(7): 1753-1764 (2021) - [c18]Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang:
A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design. CEC 2021: 934-941 - [c17]Xun Zhou, A. Kai Qin, Yanan Sun, Kay Chen Tan:
A Survey of Advances in Evolutionary Neural Architecture Search. CEC 2021: 950-957 - [c16]Ben Feng, Dayiheng Liu, Yanan Sun:
Evolving transformer architecture for neural machine translation. GECCO Companion 2021: 273-274 - [c15]Jie Wu, Yanan Sun:
Evolving Deep Parallel Neural Networks for Multi-Task Learning. ICA3PP (2) 2021: 517-531 - [c14]Yuqiao Liu, Yehui Tang, Yanan Sun:
Homogeneous Architecture Augmentation for Neural Predictor. ICCV 2021: 12229-12238 - [c13]Yuhan Fang, Yuqiao Liu, Yanan Sun:
Evolving Deep Neural Networks for Collaborative Filtering. ICONIP (6) 2021: 230-238 - [c12]Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv:
Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search. IJCNN 2021: 1-8 - [i20]Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv:
Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search. CoRR abs/2105.00693 (2021) - [i19]Yuqiao Liu, Yehui Tang, Yanan Sun:
Homogeneous Architecture Augmentation for Neural Predictor. CoRR abs/2107.13153 (2021) - [i18]Xiangning Xie, Yuqiao Liu, Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang:
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search. CoRR abs/2108.03856 (2021) - [i17]Yuhan Fang, Yuqiao Liu, Yanan Sun:
Evolving Deep Neural Networks for Collaborative Filtering. CoRR abs/2111.07758 (2021) - 2020
- [j14]Yao Chen, Jiancheng Lv, Yanan Sun, Bijue Jia:
Heart sound segmentation via Duration Long-Short Term Memory neural network. Appl. Soft Comput. 95: 106540 (2020) - [j13]Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang:
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition. Appl. Soft Comput. 97(Part B): 106675 (2020) - [j12]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Jiancheng Lv:
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification. IEEE Trans. Cybern. 50(9): 3840-3854 (2020) - [j11]Yanan Sun, Handing Wang, Bing Xue, Yaochu Jin, Gary G. Yen, Mengjie Zhang:
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor. IEEE Trans. Evol. Comput. 24(2): 350-364 (2020) - [j10]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
Evolving Deep Convolutional Neural Networks for Image Classification. IEEE Trans. Evol. Comput. 24(2): 394-407 (2020) - [j9]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
Completely Automated CNN Architecture Design Based on Blocks. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1242-1254 (2020) - [c11]Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising. IJCNN 2020: 1-8 - [c10]Qing Ye, Yuxuan Han, Yanan Sun, Jiancheng Lv:
PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks. IJCNN 2020: 1-8 - [c9]Wenxin Zhao, Yanan Sun, Bing Xue:
Improved Binary Particle Swarm optimization with Evolutionary Population Dynamic for Key Oncogene Selection. SSCI 2020: 897-904 - [i16]Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv:
DBS: Dynamic Batch Size For Distributed Deep Neural Network Training. CoRR abs/2007.11831 (2020) - [i15]Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising. CoRR abs/2008.06634 (2020) - [i14]Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
A Survey on Evolutionary Neural Architecture Search. CoRR abs/2008.10937 (2020) - [i13]Yanan Sun, Xian Sun, Yuhan Fang, Gary G. Yen:
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms. CoRR abs/2008.13187 (2020) - [i12]Qing Ye, Yuxuan Han, Yanan Sun, Jiancheng Lv:
PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks. CoRR abs/2009.03816 (2020)
2010 – 2019
- 2019
- [j8]Yanan Sun, Gary G. Yen, Zhang Yi:
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. IEEE Trans. Evol. Comput. 23(1): 89-103 (2019) - [j7]Yanan Sun, Gary G. Yen, Zhang Yi:
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Evol. Comput. 23(2): 173-187 (2019) - [j6]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 23(5): 748-761 (2019) - [j5]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2295-2309 (2019) - [c8]William Irwin-Harris, Yanan Sun, Bing Xue, Mengjie Zhang:
A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design. CEC 2019: 546-553 - [c7]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving deep neural networks by multi-objective particle swarm optimization for image classification. GECCO 2019: 490-498 - [c6]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks. PRICAI (3) 2019: 650-663 - [i11]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks. CoRR abs/1903.03893 (2019) - [i10]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification. CoRR abs/1904.09035 (2019) - 2018
- [j4]Yanan Sun, Gary G. Yen, Zhang Yi:
Improved Regularity Model-Based EDA for Many-Objective Optimization. IEEE Trans. Evol. Comput. 22(5): 662-678 (2018) - [c5]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification. Australasian Conference on Artificial Intelligence 2018: 237-250 - [c4]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders. CEC 2018: 1-8 - [c3]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification. CEC 2018: 1-8 - [i9]Yanan Sun, Gary G. Yen, Zhang Yi:
Improved Regularity Model-based EDA for Many-objective Optimization. CoRR abs/1802.08788 (2018) - [i8]Yanan Sun, Gary G. Yen, Zhang Yi:
IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems. CoRR abs/1802.08792 (2018) - [i7]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification. CoRR abs/1803.06492 (2018) - [i6]Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen:
Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification. CoRR abs/1808.03818 (2018) - [i5]Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification. CoRR abs/1808.06661 (2018) - [i4]Yanan Sun, Bing Xue, Mengjie Zhang:
Automatically Evolving CNN Architectures Based on Blocks. CoRR abs/1810.11875 (2018) - 2017
- [j3]Yanan Sun, Gary G. Yen, Zhang Yi:
Reference line-based Estimation of Distribution Algorithm for many-objective optimization. Knowl. Based Syst. 132: 129-143 (2017) - [j2]Yanan Sun, Hua Mao, Yongsheng Sang, Zhang Yi:
Explicit guiding auto-encoders for learning meaningful representation. Neural Comput. Appl. 28(3): 429-436 (2017) - [c2]Yanan Sun, Gary G. Yen, Zhang Yi:
Global view-based selection mechanism for many-objective evolutionary algorithms. CEC 2017: 427-434 - [i3]Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks for Image Classification. CoRR abs/1710.10741 (2017) - [i2]Yanan Sun, Bing Xue, Mengjie Zhang:
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification. CoRR abs/1712.05042 (2017) - [i1]Yanan Sun, Gary G. Yen, Zhang Yi:
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. CoRR abs/1712.05043 (2017) - 2016
- [j1]Yanan Sun, Hua Mao, Quan Guo, Zhang Yi:
Learning a good representation with unsymmetrical auto-encoder. Neural Comput. Appl. 27(5): 1361-1367 (2016) - [c1]Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi:
Manifold dimension reduction based clustering for multi-objective evolutionary algorithm. CEC 2016: 3785-3792
Coauthor Index
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