Yanan Sun

156 papers A* 13A 4B 17Misc 1Journal 103Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multiagent Transformer-Based Algorithm for Multitask Dynamic Scheduling With Constrained Machines.
IEEE Trans. Cybern.
Yun Liu, Sri Srinivasa Raju Modampuri, Jiahao Fan, Yanan Sun
2026 J jnl
A gradient-based lightweight network automated design method for facial expression recognition.
Expert Syst. Appl.
Jiahao Fan, Shuchao Deng, Xiaotian Song, Jiyuan Liu, Yanan Sun
2026 A* conf
Adapt Before Continual Learning.
AAAI
Aojun Lu, Tao Feng, Hangjie Yuan, Chunhui Ding, Yanan Sun
2026 J jnl
DAP: Domain Adaptive Performance Predictor for Efficient Neural Architecture Search.
IEEE Trans. Computers
Xiaotian Song, Jingrong Xie, Yuqi Feng, Andy Song, Yanan Sun
2026 J jnl
Evolutionary Multiobjective Spiking Neural Architecture Search for Image Classification.
IEEE Trans. Evol. Comput.
Xiaotian Song, Zeqiong Lv, Jiahao Fan, Deng Xiong, Jiancheng Lv, Jiyuan Liu, Yanan Sun
2026 A* conf
LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models.
AAAI
Long Chen, Xiaotian Song, Yanan Sun
2026 J jnl
LightMix: Multi-Objective Search for Lightweight Mixed-Scale Convolutional Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2026 J jnl
Why Does RL Generalize Better Than SFT? A Data-Centric Perspective on VLM Post-Training.
CoRR
Aojun Lu, Tao Feng, Hangjie Yuan, Wei Li, Yanan Sun
2025 J jnl
A Bidirectional Differential Evolution-Based Unknown Cyberattack Detection System.
IEEE Trans. Evol. Comput.
Hanyuan Huang, Tao Li, Beibei Li, Wenhao Wang, Yanan Sun
2025 B conf
A Lightweight Architecture for Predicting Neutronic Parameters via Neural Architecture Search.
IJCNN
Minxiao Zhong, Jingrong Xie, Qing Li, Yanan Sun
2025 J jnl
Adapt before Continual Learning.
CoRR
Aojun Lu, Tao Feng, Hangjie Yuan, Chunhui Ding, Yanan Sun
2025 J jnl
Automated design of neural networks with multi-scale convolutions via multi-path weight sampling.
Pattern Recognit.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2025 J jnl
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning.
CoRR
Wei Li, Hangjie Yuan, Zixiang Zhao, Yifan Zhu, Aojun Lu, Tao Feng, Yanan Sun
2025 J jnl
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor.
CoRR
Han Ji, Yuqi Feng, Jiahao Fan, Yanan Sun
2025 J jnl
Classification of sewer pipe defects based on an automatically designed convolutional neural network.
Expert Syst. Appl.
Yu Wang, Jiahao Fan, Yanan Sun
2025 J jnl
E-3SFC: Communication-Efficient Federated Learning With Double-Way Features Synthesizing.
IEEE Trans. Neural Networks Learn. Syst.
Yuhao Zhou, Yuxin Tian, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv
2025 J jnl
E-3SFC: Communication-Efficient Federated Learning with Double-way Features Synthesizing.
CoRR
Yuhao Zhou, Yuxin Tian, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv
2025 J jnl
Efficient perturbation-aware distinguishing score for zero-shot neural architecture search.
Appl. Soft Comput.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2025 B conf
Enhancing Replay-Based Continual Learning via Predictive Uncertainty Controller.
PRICAI
Chunhui Ding, Aojun Lu, Jiahao Fan, Yanan Sun
2025 — conf
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition.
GECCO Companion
Stefano Cagnoni, Ying Bi, Yanan Sun
2025 J jnl
Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling.
IEEE Trans. Evol. Comput.
Yun Liu, Fangfang Zhang, Yanan Sun, Mengjie Zhang
2025 A conf
Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search.
GECCO
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2025 J jnl
FAS: Fast ANN-SNN Conversion for Spiking Large Language Models.
CoRR
Long Chen, Xiaotian Song, Andy Song, Badong Chen, Jiancheng Lv, Yanan Sun
2025 J jnl
LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models.
CoRR
Long Chen, Xiaotian Song, Yanan Sun
2025 J jnl
LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture.
IEEE Trans. Neural Networks Learn. Syst.
Yuqi Feng, Zeqiong Lv, Hongyang Chen, Shangce Gao, Fengping An, Yanan Sun
2025 J jnl
Listwise ranking predictor for evolutionary neural architecture search.
Swarm Evol. Comput.
Nan Li, Lianbo Ma, Rui Wang, Shi Cheng, Yanan Sun, Bing Xue, Mengjie Zhang
2025 J jnl
Loss Functions for Predictor-based Neural Architecture Search.
CoRR
Han Ji, Yuqi Feng, Jiahao Fan, Yanan Sun
2025 B conf
Neural Architecture Generation via Contrastive Representation Learning.
IJCNN
Jingrong Xie, Yuqi Feng, Minxiao Zhong, Yanan Sun
2025 J jnl
Online Performance Predictor for Evolutionary Neural Architecture Search.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaotian Song, Han Ji, Jian Zhang, Jiyuan Liu, Shangce Gao, Yanan Sun
2025 J jnl
Position: Continual Learning Benefits from An Evolving Population over An Unified Model.
CoRR
Aojun Lu, Junchao Ke, Chunhui Ding, Jiahao Fan, Yanan Sun
2025 A* conf
Prior Knowledge Guided Neural Architecture Generation.
ICML
Jingrong Xie, Han Ji, Yanan Sun
2025 J jnl
REP: An Interpretable Robustness Enhanced Plugin for Differentiable Neural Architecture Search.
IEEE Trans. Knowl. Data Eng.
Yuqi Feng, Yanan Sun, Gary G. Yen, Kay Chen Tan
2025 A* conf
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective.
ICML
Aojun Lu, Hangjie Yuan, Tao Feng, Yanan Sun
2025 J jnl
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective.
CoRR
Aojun Lu, Hangjie Yuan, Tao Feng, Yanan Sun
2025 A conf
Revisiting Long-Tailed Learning: Insights from an Architectural Perspective.
CIKM
Yuhan Pan, Yanan Sun, Wei Gong
2025 A* conf
Runtime Analysis of Evolutionary NAS for Multiclass Classification.
ICML
Zeqiong Lv, Chao Qian, Yun Liu, Jiahao Fan, Yanan Sun
2025 J jnl
Runtime Analysis of Evolutionary NAS for Multiclass Classification.
CoRR
Zeqiong Lv, Chao Qian, Yun Liu, Jiahao Fan, Yanan Sun
2025 — conf
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks.
GECCO Companion
Fergal Stapleton, Daniel García-Núñez, Yanan Sun, Edgar Galván
2025 J jnl
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks.
CoRR
Fergal Stapleton, Daniel García-Núñez, Yanan Sun, Edgar Galván
2025 A* conf
Zero-cost Proxy for Adversarial Robustness Evaluation.
ICLR
Yuqi Feng, Yuwei Ou, Jiahao Fan, Yanan Sun
2024 J jnl
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search.
CoRR
Zeqiong Lv, Chao Qian, Yanan Sun
2024 J jnl
A Lightweight Multidendritic Pyramidal Neuron Model With Neural Plasticity on Image Recognition.
IEEE Trans. Artif. Intell.
Yu Zhang, Pengxing Cai, Yanan Sun, Zhiming Zhang, Zhenyu Lei, Shangce Gao
2024 J jnl
A multiscale neural architecture search framework for multimodal fusion.
Inf. Sci.
Jindi Lv, Yanan Sun, Qing Ye, Wentao Feng, Jiancheng Lv
2024 J jnl
An Architectural Approach to Enhance Deep Long-Tailed Learning.
CoRR
Yuhan Pan, Yanan Sun, Wei Gong
2024 J jnl
Analyzing the Expected Hitting Time of Evolutionary Computation-Based Neural Architecture Search Algorithms.
IEEE Trans. Emerg. Top. Comput. Intell.
Zeqiong Lv, Chao Qian, Gary G. Yen, Yanan Sun
2024 J jnl
Architecture Augmentation for Performance Predictor via Graph Isomorphism.
IEEE Trans. Cybern.
Xiangning Xie, Yanan Sun, Yuqiao Liu, Mengjie Zhang, Kay Chen Tan
2024 J jnl
Benchmarking Analysis of Evolutionary Neural Architecture Search.
IEEE Trans. Evol. Comput.
Zeqiong Lv, Chao Qian, Yanan Sun
2024 A* conf
CAP: A Context-Aware Neural Predictor for NAS.
IJCAI
Han Ji, Yuqi Feng, Yanan Sun
2024 J jnl
CAP: A Context-Aware Neural Predictor for NAS.
CoRR
Han Ji, Yuqi Feng, Yanan Sun
2024 J jnl
Efficient Evaluation Methods for Neural Architecture Search: A Survey.
IEEE Trans. Artif. Intell.
Xiaotian Song, Xiangning Xie, Zeqiong Lv, Gary G. Yen, Weiping Ding, Jiancheng Lv, Yanan Sun
2024 — conf
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition.
GECCO Companion
Ying Bi, Stefano Cagnoni, Yanan Sun
2024 J jnl
Evolutionary Multi-objective Optimization for Contextual Adversarial Example Generation.
Proc. ACM Softw. Eng.
Shasha Zhou, Mingyu Huang, Yanan Sun, Ke Li
2024 J jnl
GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification.
IEEE Trans. Evol. Comput.
Rui Zhang, Yanan Sun, Mengjie Zhang
2024 — conf
Generalizable Symbolic Optimizer Learning.
ECCV (81)
Xiaotian Song, Peng Zeng, Yanan Sun, Andy Song
2024 J jnl
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models.
CoRR
Chengzhe Feng, Yanan Sun, Ke Li, Pan Zhou, Jiancheng Lv, Aojun Lu
2024 J jnl
Guest Editorial Evolutionary Neural Architecture Search.
IEEE Trans. Evol. Comput.
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2024 B conf
HZS-NAS: Neural Architecture Search with Hybrid Zero-Shot Proxy for Facial Expression Recognition.
IJCNN
Xiao Yang, Yun Liu, Jiyuan Liu, Yanan Sun
2024 J jnl
Multi-objective optimization and decision making for integrated energy system using STA and fuzzy TOPSIS.
Expert Syst. Appl.
Xiaojun Zhou, Wan Tan, Yanan Sun, Tingwen Huang, Chunhua Yang
2024 J jnl
Neural Network With a Preference Sampling Paradigm for Imbalanced Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv
2024 J jnl
Neural Networks Learn Specified Information for Imbalanced Data Classification.
IEEE Trans. Knowl. Data Eng.
Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv
2024 A* conf
One-step Spiking Transformer with a Linear Complexity.
IJCAI
Xiaotian Song, Andy Song, Rong Xiao, Yanan Sun
2024 — conf
Physics-Informed Neural Networks with Generalized Residual-Based Adaptive Sampling.
ICIC (2)
Xiaotian Song, Shuchao Deng, Jiahao Fan, Yanan Sun
2024 — conf
Precisely Predicting Neutronics Parameters of Nuclear Reactor.
ICIC (2)
Minxiao Zhong, Yuqi Feng, Qing Li, Yanan Sun
2024 A* conf
Revisiting Neural Networks for Continual Learning: An Architectural Perspective.
IJCAI
Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan Sun
2024 J jnl
Revisiting Neural Networks for Continual Learning: An Architectural Perspective.
CoRR
Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan Sun
2024 B conf
Robust Neural Architecture Search under Long-Tailed Distribution.
IJCNN
Yuqi Feng, Jian Zhang, Yanan Sun
2024 A conf
Runtime Analysis of Population-based Evolutionary Neural Architecture Search for a Binary Classification Problem.
GECCO
Zeqiong Lv, Chao Bian, Chao Qian, Yanan Sun
2024 J jnl
Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance.
IEEE Trans. Neural Networks Learn. Syst.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2024 A* conf
Towards Accurate and Robust Architectures via Neural Architecture Search.
CVPR
Yuwei Ou, Yuqi Feng, Yanan Sun
2024 J jnl
Towards Accurate and Robust Architectures via Neural Architecture Search.
CoRR
Yuwei Ou, Yuqi Feng, Yanan Sun
2023 — conf
A Sampling Method for Performance Predictor Based on Contrastive Learning.
AI (1)
Jingrong Xie, Yuqi Feng, Yanan Sun
2023 J jnl
A Survey on Evolutionary Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst.
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan
2023 J jnl
A visual analytics approach for multi-attribute decision making based on intuitionistic fuzzy AHP and UMAP.
Inf. Fusion
Yanan Sun, Xiaojun Zhou, Chunhua Yang, Tingwen Huang
2023 J jnl
Automatic Design of Convolutional Neural Network Architectures Under Resource Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Siyi Li, Yanan Sun, Gary G. Yen, Mengjie Zhang
2023 A* conf
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence.
ICCV
Yuhao Zhou, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye, Jiancheng Lv
2023 J jnl
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence.
CoRR
Yuhao Zhou, Mingjia Shi, Qing Ye, Yanan Sun, Jiancheng Lv
2023 J jnl
DLB: A Dynamic Load Balance Strategy for Distributed Training of Deep Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv
2023 J jnl
Differentiable Genetic Programming for High-dimensional Symbolic Regression.
CoRR
Peng Zeng, Xiaotian Song, Andrew Lensen, Yuwei Ou, Yanan Sun, Mengjie Zhang, Jiancheng Lv
2023 J jnl
Efficient Evaluation Methods for Neural Architecture Search: A Survey.
CoRR
Xiangning Xie, Xiaotian Song, Zeqiong Lv, Gary G. Yen, Weiping Ding, Yanan Sun
2023 J jnl
Evolutionary Neural Architecture Search for Facial Expression Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuchao Deng, Zeqiong Lv, Edgar Galván, Yanan Sun
2023 — conf
Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation.
GECCO Companion
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2023 J jnl
Neural Architecture Search Using Genetic Algorithm for Facial Expression Recognition.
CoRR
Shuchao Deng, Yanan Sun, Edgar Galván
2023 J jnl
Neural network with absent minority class samples and boundary shifting for imbalanced data classification.
Neural Comput. Appl.
Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv
2023 J jnl
Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification.
IEEE Trans. Evol. Comput.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang, Gary G. Yen
2022 J jnl
A neural network learning algorithm for highly imbalanced data classification.
Inf. Sci.
Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv
2022 B conf
Adaptively Joint Pixel-wise Semantic Correlation in Surface Normal Estimation.
IJCNN
Jie Wu, Yanan Sun
2022 J jnl
Analysis of Expected Hitting Time for Designing Evolutionary Neural Architecture Search Algorithms.
CoRR
Zeqiong Lv, Chao Qian, Gary G. Yen, Yanan Sun
2022 J jnl
ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures.
IEEE Trans. Artif. Intell.
Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang, Jiancheng Lv
2022 J jnl
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism.
CoRR
Xiangning Xie, Yuqiao Liu, Yanan Sun, Mengjie Zhang, Kay Chen Tan
2022 J jnl
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search.
IEEE Trans. Evol. Comput.
Xiangning Xie, Yuqiao Liu, Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang
2022 A* conf
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor.
NeurIPS
Yuqiao Liu, Yehui Tang, Zeqiong Lv, Yunhe Wang, Yanan Sun
2022 J jnl
DAS: Neural Architecture Search via Distinguishing Activation Score.
CoRR
Yuqiao Liu, Haipeng Li, Yanan Sun, Shuaicheng Liu
2022 J jnl
Differentiable Search of Accurate and Robust Architectures.
CoRR
Yuwei Ou, Xiangning Xie, Shangce Gao, Yanan Sun, Kay Chen Tan, Jiancheng Lv
2022 J jnl
Dynamic multi-objective optimization and fuzzy AHP for copper removal process of zinc hydrometallurgy.
Appl. Soft Comput.
Xiaojun Zhou, Yanan Sun, Zhaoke Huang, Chunhua Yang, Gary G. Yen
2022 Misc conf
EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search.
AI
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2022 B conf
Exploring the Effectiveness of Appearance Descriptor in DeepSORT.
IJCNN
Zilin Xiao, Yanan Sun
2022 — conf
Genetic Algorithm-based Transformer Architecture Design for Neural Machine Translation.
MLMI
Jie Wu, Ben Feng, Yanan Sun
2022 — conf
Large scale image classification using GPU-based genetic programming.
GECCO Companion
Peng Zeng, Andrew Lensen, Yanan Sun
2022 — conf
Neural architecture search using genetic algorithm for facial expression recognition.
GECCO Companion
Shuchao Deng, Yanan Sun, Edgar Galván
2022 — conf
Speeding up Genetic Programming Based Symbolic Regression Using GPUs.
PRICAI (1)
Rui Zhang, Andrew Lensen, Yanan Sun
2021 J jnl
A Distributed Framework for EA-Based NAS.
IEEE Trans. Parallel Distributed Syst.
Qing Ye, Yanan Sun, Jixin Zhang, Jiancheng Lv
2021 B conf
A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design.
CEC
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2021 J jnl
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms.
IEEE Trans. Evol. Comput.
Yanan Sun, Xian Sun, Yuhan Fang, Gary G. Yen, Yuqiao Liu
2021 B conf
A Survey of Advances in Evolutionary Neural Architecture Search.
CEC
Xun Zhou, A. K. Qin, Yanan Sun, Kay Chen Tan
2021 J jnl
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search.
CoRR
Xiangning Xie, Yuqiao Liu, Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang
2021 J jnl
Evolutionary Neural Architecture Search and Applications [Guest Editorial].
IEEE Comput. Intell. Mag.
Yanan Sun, Mengjie Zhang, Gary G. Yen
2021 J jnl
Evolving Deep Convolutional Variational Autoencoders for Image Classification.
IEEE Trans. Evol. Comput.
Xiangru Chen, Yanan Sun, Mengjie Zhang, Dezhong Peng
2021 — conf
Evolving Deep Neural Networks for Collaborative Filtering.
ICONIP (6)
Yuhan Fang, Yuqiao Liu, Yanan Sun
2021 J jnl
Evolving Deep Neural Networks for Collaborative Filtering.
CoRR
Yuhan Fang, Yuqiao Liu, Yanan Sun
2021 — conf
Evolving Deep Parallel Neural Networks for Multi-Task Learning.
ICA3PP (2)
Jie Wu, Yanan Sun
2021 — conf
Evolving transformer architecture for neural machine translation.
GECCO Companion
Ben Feng, Dayiheng Liu, Yanan Sun
2021 B conf
Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search.
IJCNN
Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv
2021 J jnl
Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search.
CoRR
Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv
2021 A* conf
Homogeneous Architecture Augmentation for Neural Predictor.
ICCV
Yuqiao Liu, Yehui Tang, Yanan Sun
2021 J jnl
Homogeneous Architecture Augmentation for Neural Predictor.
CoRR
Yuqiao Liu, Yehui Tang, Yanan Sun
2020 J jnl
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms.
CoRR
Yanan Sun, Xian Sun, Yuhan Fang, Gary G. Yen
2020 J jnl
A Survey on Evolutionary Neural Architecture Search.
CoRR
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2020 J jnl
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification.
IEEE Trans. Cybern.
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Jiancheng Lv
2020 J jnl
Completely Automated CNN Architecture Design Based on Blocks.
IEEE Trans. Neural Networks Learn. Syst.
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2020 J jnl
DBS: Dynamic Batch Size For Distributed Deep Neural Network Training.
CoRR
Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv
2020 B conf
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising.
IJCNN
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang
2020 J jnl
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising.
CoRR
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang
2020 J jnl
Evolving Deep Convolutional Neural Networks for Image Classification.
IEEE Trans. Evol. Comput.
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2020 J jnl
Heart sound segmentation via Duration Long-Short Term Memory neural network.
Appl. Soft Comput.
Yao Chen, Jiancheng Lv, Yanan Sun, Bijue Jia
2020 — conf
Improved Binary Particle Swarm optimization with Evolutionary Population Dynamic for Key Oncogene Selection.
SSCI
Wenxin Zhao, Yanan Sun, Bing Xue
2020 B conf
PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks.
IJCNN
Qing Ye, Yuxuan Han, Yanan Sun, Jiancheng Lv
2020 J jnl
PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks.
CoRR
Qing Ye, Yuxuan Han, Yanan Sun, Jiancheng Lv
2020 J jnl
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition.
Appl. Soft Comput.
Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang
2020 J jnl
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor.
IEEE Trans. Evol. Comput.
Yanan Sun, Handing Wang, Bing Xue, Yaochu Jin, Gary G. Yen, Mengjie Zhang
2019 B conf
A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design.
CEC
William Irwin-Harris, Yanan Sun, Bing Xue, Mengjie Zhang
2019 — conf
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks.
PRICAI (3)
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2019 J jnl
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks.
CoRR
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2019 J jnl
A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2019 J jnl
A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2019 J jnl
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification.
CoRR
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2019 J jnl
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations.
IEEE Trans. Evol. Comput.
Yanan Sun, Gary G. Yen, Zhang Yi
2019 A conf
Evolving deep neural networks by multi-objective particle swarm optimization for image classification.
GECCO
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2019 J jnl
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput.
Yanan Sun, Gary G. Yen, Zhang Yi
2018 — conf
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification.
Australasian Conference on Artificial Intelligence
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2018 J jnl
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification.
CoRR
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2018 B conf
An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders.
CEC
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2018 J jnl
Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification.
CoRR
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen
2018 J jnl
Automatically Evolving CNN Architectures Based on Blocks.
CoRR
Yanan Sun, Bing Xue, Mengjie Zhang
2018 B conf
Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification.
CEC
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2018 J jnl
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification.
CoRR
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
2018 J jnl
IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems.
CoRR
Yanan Sun, Gary G. Yen, Zhang Yi
2018 J jnl
Improved Regularity Model-Based EDA for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Yanan Sun, Gary G. Yen, Zhang Yi
2018 J jnl
Improved Regularity Model-based EDA for Many-objective Optimization.
CoRR
Yanan Sun, Gary G. Yen, Zhang Yi
2017 J jnl
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification.
CoRR
Yanan Sun, Bing Xue, Mengjie Zhang
2017 J jnl
Evolving Deep Convolutional Neural Networks for Image Classification.
CoRR
Yanan Sun, Bing Xue, Mengjie Zhang
2017 J jnl
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations.
CoRR
Yanan Sun, Gary G. Yen, Zhang Yi
2017 J jnl
Explicit guiding auto-encoders for learning meaningful representation.
Neural Comput. Appl.
Yanan Sun, Hua Mao, Yongsheng Sang, Zhang Yi
2017 B conf
Global view-based selection mechanism for many-objective evolutionary algorithms.
CEC
Yanan Sun, Gary G. Yen, Zhang Yi
2017 J jnl
Reference line-based Estimation of Distribution Algorithm for many-objective optimization.
Knowl. Based Syst.
Yanan Sun, Gary G. Yen, Zhang Yi
2016 J jnl
Learning a good representation with unsymmetrical auto-encoder.
Neural Comput. Appl.
Yanan Sun, Hua Mao, Quan Guo, Zhang Yi
2016 B conf
Manifold dimension reduction based clustering for multi-objective evolutionary algorithm.
CEC
Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi