Yanan Sun

Yanan Sun

Sichuan University

H-index: 23

Asia-China

About Yanan Sun

Yanan Sun, With an exceptional h-index of 23 and a recent h-index of 21 (since 2020), a distinguished researcher at Sichuan University, specializes in the field of Neural Architecture Search.

His recent articles reflect a diverse array of research interests and contributions to the field:

Face recognition method based on evolutionary convolutional neural network

Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting

A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search

Revisiting Neural Networks for Continual Learning: An Architectural Perspective

Bridge the gap between fixed-length and variable-length evolutionary neural architecture search algorithms

LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture

Neural network with absent minority class samples and boundary shifting for imbalanced data classification

Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation

Yanan Sun Information

University

Position

College of Computer Science

Citations(all)

4058

Citations(since 2020)

3969

Cited By

982

hIndex(all)

23

hIndex(since 2020)

21

i10Index(all)

36

i10Index(since 2020)

35

Email

University Profile Page

Sichuan University

Google Scholar

View Google Scholar Profile

Yanan Sun Skills & Research Interests

Neural Architecture Search

Top articles of Yanan Sun

Title

Journal

Author(s)

Publication Date

Face recognition method based on evolutionary convolutional neural network

2024/3/19

Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting

Zixuan Liang

Yanan Sun

2024/2/27

A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search

arXiv preprint arXiv:2401.11712

Zeqiong Lv

Chao Qian

Yanan Sun

2024/1/22

Revisiting Neural Networks for Continual Learning: An Architectural Perspective

arXiv preprint arXiv:2404.14829

Aojun Lu

Tao Feng

Hangjie Yuan

Xiaotian Song

Yanan Sun

2024/4/23

Bridge the gap between fixed-length and variable-length evolutionary neural architecture search algorithms

Electronic Research Archive

Yunhong Gong

Yanan Sun

Dezhong Peng

Xiangru Chen

2024/1/1

LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture

IEEE Transactions on Neural Networks and Learning Systems

Yuqi Feng

Zeqiong Lv

Hongyang Chen

Shangce Gao

Fengping An

...

2024/4/3

Neural network with absent minority class samples and boundary shifting for imbalanced data classification

Neural Computing and Applications

Zhan Ao Huang

Yongsheng Sang

Yanan Sun

Jiancheng Lv

2023/4

Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation

Junhao Huang

Bing Xue

Yanan Sun

Mengjie Zhang

2023/7/15

A Sampling Method for Performance Predictor Based on Contrastive Learning

Jingrong Xie

Yuqi Feng

Yanan Sun

2023/11/27

Efficient evaluation methods for neural architecture search: A survey

arXiv preprint arXiv:2301.05919

Xiangning Xie

Xiaotian Song

Zeqiong Lv

Gary G Yen

Weiping Ding

...

2023/1/14

Extraordinary-log Universality of Critical Phenomena in Plane Defects

Physical Review Letters

Yanan Sun

Minghui Hu

Youjin Deng

Jian-Ping Lv

2023/11/15

GPU Based Genetic Programming for Faster Feature Extraction in Binary Image Classification

IEEE Transactions on Evolutionary Computation

Rui Zhang

Yanan Sun

Mengjie Zhang

2023/7/12

Neural network with a preference sampling paradigm for imbalanced data classification

IEEE Transactions on Neural Networks and Learning Systems

Zhan ao Huang

Yongsheng Sang

Yanan Sun

Jiancheng Lv

2023/1/11

Split-level evolutionary neural architecture search with elite weight inheritance

IEEE Transactions on Neural Networks and Learning Systems

Junhao Huang

Bing Xue

Yanan Sun

Mengjie Zhang

Gary G Yen

2023/5/24

Evolutionary Neural Network Architecture Search

Zeqiong Lv

Xiaotian Song

Yuqi Feng

Yuwei Ou

Yanan Sun

...

2023/11/2

Benchmarking Analysis of Evolutionary Neural Architecture Search

IEEE Transactions on Evolutionary Computation

Zeqiong Lv

Chao Qian

Yanan Sun

2023/10/16

Architecture augmentation for performance predictor via graph isomorphism

IEEE Transactions on Cybernetics

Xiangning Xie

Yanan Sun

Yuqiao Liu

Mengjie Zhang

Kay Chen Tan

2023/4/27

Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence

Yuhao Zhou

Mingjia Shi

Yuanxi Li

Yanan Sun

Qing Ye

...

2023

Differentiable Genetic Programming for High-dimensional Symbolic Regression

arXiv preprint arXiv:2304.08915

Peng Zeng

Xiaotian Song

Andrew Lensen

Yuwei Ou

Yanan Sun

...

2023/4/18

Method for positioning key features of a lens based on ocular B-mode ultrasound images

2023/8/15

See List of Professors in Yanan Sun University(Sichuan University)

Co-Authors

H-index: 105
Yaochu Jin

Yaochu Jin

University of Surrey

H-index: 71
Mengjie Zhang,FRSNZ, FEngNZ, FIEEE

Mengjie Zhang,FRSNZ, FEngNZ, FIEEE

Victoria University of Wellington

H-index: 65
Yi Zhang

Yi Zhang

Sichuan University

H-index: 63
YEN Gary G

YEN Gary G

Oklahoma State University

H-index: 54
Bing Xue

Bing Xue

Victoria University of Wellington

H-index: 40
Yi Mei

Yi Mei

Victoria University of Wellington

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