Yaochu Jin

Yaochu Jin

University of Surrey

H-index: 105

Europe-United Kingdom

About Yaochu Jin

Yaochu Jin, With an exceptional h-index of 105 and a recent h-index of 86 (since 2020), a distinguished researcher at University of Surrey, specializes in the field of AI for Industry, Trustworthy AI, Evolutionary Developmental AI.

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

Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling

Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimization

An Energy-Efficient Convolution-Based Partitioned Collaborative Perception Algorithm for Large-Scale IoT Services

Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing

An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problems

EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation

Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition

Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection

Yaochu Jin Information

University

Position

Distinguished Chair Professor in Computational Intelligence UK

Citations(all)

46207

Citations(since 2020)

29784

Cited By

25528

hIndex(all)

105

hIndex(since 2020)

86

i10Index(all)

391

i10Index(since 2020)

314

Email

University Profile Page

University of Surrey

Google Scholar

View Google Scholar Profile

Yaochu Jin Skills & Research Interests

AI for Industry

Trustworthy AI

Evolutionary Developmental AI

Top articles of Yaochu Jin

Title

Journal

Author(s)

Publication Date

Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling

IEEE Transactions on Emerging Topics in Computational Intelligence

W. Zhang

W. Du*

G. Yu

R. He

W. Du*

...

2023/9

Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimization

Applied Soft Computing

Fei Li

Zhengkun Shang

Yuanchao Liu

Hao Shen

Yaochu Jin

2024/2/1

An Energy-Efficient Convolution-Based Partitioned Collaborative Perception Algorithm for Large-Scale IoT Services

IEEE Transactions on Industrial Informatics

Zhen Yang

Jie Zhang

Yunliang Jiang

Yaochu Jin

2024/2/14

Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing

IEEE Transactions on Neural Networks and Learning Systems

Feng Qian

Yaochu Jin

Xinghuo Yu

Yang Tang

Guy B Marin

2024/2/29

An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problems

Knowledge-Based Systems

Shiqing Liu

Xueming Yan

Yaochu Jin

2024/5/12

EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation

IEEE Transactions on Evolutionary Computation

Beichen Huang

Ran Cheng

Zhuozhao Li

Yaochu Jin

Kay Chen Tan

2024/4/15

Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition

IEEE Transactions on Evolutionary Computation

Linqiang Pan

Jianqing Lin

Handing Wang

Cheng He

Kay Chen Tan

...

2024/3/21

Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection

arXiv preprint arXiv:2402.12381

Fei Ming

Wenyin Gong

Ling Wang

Yaochu Jin

2024/1/15

Fedlabx: a practical and privacy-preserving framework for federated learning

Complex & Intelligent Systems

Yuping Yan

Mohammed BM Kamel

Marcell Zoltay

Marcell Gál

Roland Hollós

...

2024/2

Reinforcement Learning for Scalable Train Timetable Rescheduling With Graph Representation

IEEE Transactions on Intelligent Transportation Systems (Early Access)

Peng Yue

Yaochu Jin

Xuewu Dai

Zhenhua Feng

Dongliang Cui

2024/2/13

FL-OTCSEnc: Towards secure federated learning with deep compressed sensing

Knowledge-Based Systems

Leming Wu

Yaochu Jin

Yuping Yan

Kuangrong Hao

2024/2/28

Efficient adversarial training with multi-fidelity optimization for robust neural network

Neurocomputing

Zhaoxin Wang

Handing Wang

Cong Tian

Yaochu Jin

2024/4/3

A graph neural network with negative message passing and uniformity maximization for graph coloring

arXiv preprint arXiv:2301.11164

Xiangyu Wang

Xueming Yan

Yaochu Jin

2023/1/26

GPU-accelerated evolutionary optimization of multi-objective flow shop scheduling problems

Journal of Computer Applications

Tao JIANG

Zhenyu LIANG

Ran CHENG

Yaochu JIN

2024/4/26

CIS-ing in an Uncertain World [President's Message]

IEEE Computational Intelligence Magazine

Yaochu Jin

2024/1/8

Deep industrial image anomaly detection: A survey

Jiaqi Liu

Guoyang Xie

Jinbao Wang

Shangnian Li

Chengjie Wang

...

2024/2

A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems

IEEE Transactions on Emerging Topics in Computational Intelligence

Jianping Luo

Yongfei Dong

Qiqi Liu

Zexuan Zhu

Wenming Cao

...

2024/2/12

A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions

IEEE Transactions on Emerging Topics in Computational Intelligence

Haofeng Wu

Qingda Chen

Yaochu Jin

Jinliang Ding

Tianyou Chai

2024/2/27

A Multitask-Assisted Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

Tianzi Zheng

Jianchang Liu

Yaochu Jin

Yuanchao Liu

2024/4/26

Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding

IEEE Transactions on Emerging Topics in Computational Intelligence

Xiaoyu Tan

Chao Qu

Junwu Xiong

James Zhang

Xihe Qiu

...

2024/3/12

See List of Professors in Yaochu Jin University(University of Surrey)

Co-Authors

H-index: 122
Xin Yao

Xin Yao

University of Birmingham

H-index: 72
Shengxiang Yang

Shengxiang Yang

De Montfort University

H-index: 32
Prof. Aimin Zhou

Prof. Aimin Zhou

East China Normal University

H-index: 29
Handing Wang

Handing Wang

Xidian University

H-index: 24
Hongliang Guo

Hongliang Guo

University of Electronic Science and Technology of China

H-index: 15
Tinkle Chugh

Tinkle Chugh

University of Exeter

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