Tao Chen

Tao Chen

Loughborough University

H-index: 22

Europe-United Kingdom

About Tao Chen

Tao Chen, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Loughborough University, specializes in the field of Self-Adaptive Systems, SBSE, Human-Centric Software Engineering, Performance Engineering, Artificial/Computational Intelligence.

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

Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning

Adapting Multi-objectivized Software Configuration Tuning

MMO: Meta multi-objectivization for software configuration tuning

Deep Configuration Performance Learning: A Systematic Survey and Taxonomy

Do Performance Aspirations Matter for Guiding Software Configuration Tuning? An Empirical Investigation under Dual Performance Objectives

Predicting Software Performance with Divide-and-Learn

Methodology and Guidelines for Evaluating Multi-Objective Search-Based Software Engineering

The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering

Tao Chen Information

University

Position

Department of Computer Science

Citations(all)

1377

Citations(since 2020)

1028

Cited By

609

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

30

i10Index(since 2020)

28

Email

University Profile Page

Loughborough University

Google Scholar

View Google Scholar Profile

Tao Chen Skills & Research Interests

Self-Adaptive Systems

SBSE

Human-Centric Software Engineering

Performance Engineering

Artificial/Computational Intelligence

Top articles of Tao Chen

Title

Journal

Author(s)

Publication Date

Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning

Jingzhi Gong

Tao Chen

2024/2/5

Adapting Multi-objectivized Software Configuration Tuning

Tao Chen

Miqing Li

2024/4/6

MMO: Meta multi-objectivization for software configuration tuning

IEEE Transactions on Software Engineering

Pengzhou Chen

Tao Chen

Miqing Li

2024/3/18

Deep Configuration Performance Learning: A Systematic Survey and Taxonomy

Jingzhi Gong

Tao Chen

2024/3/5

Do Performance Aspirations Matter for Guiding Software Configuration Tuning? An Empirical Investigation under Dual Performance Objectives

ACM Transactions on Software Engineering and Methodology (TOSEM)

Tao Chen

Miqing Li

2023

Predicting Software Performance with Divide-and-Learn

Jingzhi Gong

Tao Chen

2023/6/11

Methodology and Guidelines for Evaluating Multi-Objective Search-Based Software Engineering

Miqing Li

Tao Chen

2023/5/14

The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering

ACM Transactions on Software Engineering and Methodology (TOSEM)

Tao Chen

Miqing Li

2023/2/8

Debtcom: Technical debt-aware service recomposition in saas cloud

IEEE Transactions on Services Computing

Satish Kumar

Tao Chen

Rami Bahsoon

Rajkumar Buyya

2023/1/17

Empirical Study of the Evolution of Python Questions on Stack Overflow

e-Informatica Software Engineering Journal

Gopika Syam

Sangeeta Lal

Tao Chen

2023

Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction?

Tao Chen

2022/1/18

LONViZ: Unboxing the black-box of Configurable Software Systems from a Complex Networks Perspective

arXiv preprint arXiv:2201.01429

Ke Li

Peili Mao

Tao Chen

2022/1/5

Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks

Guoming Long

Tao Chen

Georgina Cosma

2022/10/4

The weights can be harmful

Tao Chen

Miqing Li

2022

On Reporting Performance and Accuracy Bugs for Deep Learning Frameworks: An Exploratory Study from GitHub

Guoming Long

Tao Chen

2022/4/17

Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes

Jingzhi Gong

Tao Chen

2022/3/30

Planning Landscape Analysis for Self-Adaptive Systems

Tao Chen

2022/3/23

Multi-objectivizing software configuration tuning

Tao Chen

Miqing Li

2021/8/20

Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline

Proceedings of the IEEE

Tao Chen

Rami Bahsoon

Xin Yao

2020/5/7

BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction

Ke Li

Zilin Xiang

Tao Chen

Kay Chen Tan

2020/8/31

See List of Professors in Tao Chen University(Loughborough University)

Co-Authors

H-index: 138
Kalyanmoy Deb

Kalyanmoy Deb

Michigan State University

H-index: 122
Xin Yao

Xin Yao

University of Birmingham

H-index: 40
Jim Torresen

Jim Torresen

Universitetet i Oslo

H-index: 37
Ke Li

Ke Li

University of Exeter

H-index: 36
Leandro Minku

Leandro Minku

University of Birmingham

H-index: 36
Rami Bahsoon

Rami Bahsoon

University of Birmingham

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