Tao Chen

85 papers A* 4A 10B 2C 1Misc 2Journal 53Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revealing Domain-Spatiality Patterns for Configuration Tuning: Domain Knowledge Meets Fitness Landscapes.
CoRR
Yulong Ye, Hongyuan Liang, Chao Jiang, Miqing Li, Tao Chen
2025 J jnl
Accuracy Can Lie: On the Impact of Surrogate Model in Configuration Tuning.
CoRR
Pengzhou Chen, Jingzhi Gong, Tao Chen
2025 J jnl
Accuracy Can Lie: On the Impact of Surrogate Model in Configuration Tuning.
IEEE Trans. Software Eng.
Pengzhou Chen, Jingzhi Gong, Tao Chen
2025 J jnl
Deep Configuration Performance Learning: A Systematic Survey and Taxonomy.
ACM Trans. Softw. Eng. Methodol.
Jingzhi Gong, Tao Chen
2025 A* conf
Distilled Lifelong Self-Adaptation for Configurable Systems.
ICSE
Yulong Ye, Tao Chen, Miqing Li
2025 J jnl
Distilled Lifelong Self-Adaptation for Configurable Systems.
CoRR
Yulong Ye, Tao Chen, Miqing Li
2025 J jnl
Dividable Configuration Performance Learning.
IEEE Trans. Software Eng.
Jingzhi Gong, Tao Chen, Rami Bahsoon
2025 A* conf
Faster Configuration Performance Bug Testing with Neural Dual-Level Prioritization.
ICSE
Youpeng Ma, Tao Chen, Ke Li
2024 J jnl
Adapting Multi-objectivized Software Configuration Tuning.
CoRR
Tao Chen, Miqing Li
2024 J jnl
Adapting Multi-objectivized Software Configuration Tuning.
Proc. ACM Softw. Eng.
Tao Chen, Miqing Li
2024 A conf
Contexts Matter: An Empirical Study on Contextual Influence in Fairness Testing for Deep Learning Systems.
ESEM
Chengwen Du, Tao Chen
2024 J jnl
Deep Configuration Performance Learning: A Systematic Survey and Taxonomy.
CoRR
Jingzhi Gong, Tao Chen
2024 J jnl
Dividable Configuration Performance Learning.
CoRR
Jingzhi Gong, Tao Chen, Rami Bahsoon
2024 J jnl
MMO: Meta Multi-Objectivization for Software Configuration Tuning.
IEEE Trans. Software Eng.
Pengzhou Chen, Tao Chen, Miqing Li
2024 — conf
Methodology and Guidelines for Evaluating Multi-objective Search-Based Software Engineering.
SIGSOFT FSE Companion
Miqing Li, Tao Chen
2024 — conf
Multimodal Emotion Recognition by Fusing Video Semantics in Video Learning Scenarios.
ICONIP (4)
Yuan Zhang, Xiaomei Tao, Hanxu Ai, Tao Chen, Yanling Gan
2024 J jnl
Predicting Configuration Performance in Multiple Environments with Sequential Meta-Learning.
Proc. ACM Softw. Eng.
Jingzhi Gong, Tao Chen
2024 J jnl
Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning.
CoRR
Jingzhi Gong, Tao Chen
2023 J jnl
DebtCom: Technical Debt-Aware Service Recomposition in SaaS Cloud.
IEEE Trans. Serv. Comput.
Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya
2023 J jnl
Do Performance Aspirations Matter for Guiding Software Configuration Tuning?
CoRR
Tao Chen, Miqing Li
2023 J jnl
Do Performance Aspirations Matter for Guiding Software Configuration Tuning? An Empirical Investigation under Dual Performance Objectives.
ACM Trans. Softw. Eng. Methodol.
Tao Chen, Miqing Li
2023 — conf
Methodology and Guidelines for Evaluating Multi-Objective Search-Based Software Engineering.
ICSE Companion
Miqing Li, Tao Chen
2023 — conf
Predicting Software Performance with Divide-and-Learn.
ESEC/SIGSOFT FSE
Jingzhi Gong, Tao Chen
2023 J jnl
Predicting Software Performance with Divide-and-Learn.
CoRR
Jingzhi Gong, Tao Chen
2023 J jnl
The Weights Can Be Harmful: Pareto Search versus Weighted Search in Multi-objective Search-based Software Engineering.
ACM Trans. Softw. Eng. Methodol.
Tao Chen, Miqing Li
2022 A conf
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes.
MSR
Jingzhi Gong, Tao Chen
2022 J jnl
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes.
CoRR
Jingzhi Gong, Tao Chen
2022 J jnl
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance.
IEEE Trans. Software Eng.
Miqing Li, Tao Chen, Xin Yao
2022 J jnl
LONViZ: Unboxing the black-box of Configurable Software Systems from a Complex Networks Perspective.
CoRR
Ke Li, Peili Mao, Tao Chen
2022 A conf
Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction?
SANER
Tao Chen
2022 J jnl
Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction?
CoRR
Tao Chen
2022 C conf
Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks.
APSEC
Guoming Long, Tao Chen, Georgina Cosma
2022 J jnl
Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks.
CoRR
Guoming Long, Tao Chen, Georgina Cosma
2022 A conf
On Reporting Performance and Accuracy Bugs for Deep Learning Frameworks: An Exploratory Study from GitHub.
EASE
Guoming Long, Tao Chen
2022 J jnl
On Reporting Performance and Accuracy Bugs for Deep Learning Frameworks: An Exploratory Study from GitHub.
CoRR
Guoming Long, Tao Chen
2022 A conf
Planning Landscape Analysis for Self-Adaptive Systems.
SEAMS
Tao Chen
2022 J jnl
Planning Landscape Analysis for Self-Adaptive Systems.
CoRR
Tao Chen
2022 J jnl
The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering.
CoRR
Tao Chen, Miqing Li
2021 J jnl
MMO: Meta Multi-Objectivization for Software Configuration Tuning.
CoRR
Tao Chen, Miqing Li
2021 J jnl
Multi-Objectivizing Software Configuration Tuning (for a single performance concern).
CoRR
Tao Chen, Miqing Li
2021 — conf
Multi-objectivizing software configuration tuning.
ESEC/SIGSOFT FSE
Tao Chen, Miqing Li
2020 A* conf
BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction.
ASE
Ke Li, Zilin Xiang, Tao Chen, Kay Chen Tan
2020 J jnl
BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction.
CoRR
Ke Li, Zilin Xiang, Tao Chen, Kay Chen Tan
2020 J jnl
DATESSO: Self-Adapting Service Composition with Debt-Aware Two Levels Constraint Reasoning.
CoRR
Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya
2020 — conf
DATESSO: self-adapting service composition with debt-aware two levels constraint reasoning.
SEAMS@ICSE
Satish Kumar, Tao Chen, Rami Bahsoon, Rajkumar Buyya
2020 J jnl
DeepSQLi: Deep Semantic Learning for Testing SQL Injection.
CoRR
Muyang Liu, Ke Li, Tao Chen
2020 A conf
DeepSQLi: deep semantic learning for testing SQL injection.
ISSTA
Muyang Liu, Ke Li, Tao Chen
2020 J jnl
How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance.
CoRR
Tao Chen, Miqing Li, Xin Yao
2020 J jnl
Run-time evaluation of architectures: A case study of diversification in IoT.
J. Syst. Softw.
Dalia Sobhy, Leandro L. Minku, Rami Bahsoon, Tao Chen, Rick Kazman
2020 J jnl
Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities.
CoRR
Tao Chen, Miqing Li, Ke Li, Kalyanmoy Deb
2020 J jnl
Synergizing Domain Expertise With Self-Awareness in Software Systems: A Patternized Architecture Guideline.
Proc. IEEE
Tao Chen, Rami Bahsoon, Xin Yao
2020 J jnl
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline.
CoRR
Tao Chen, Rami Bahsoon, Xin Yao
2020 J jnl
Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study.
CoRR
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan
2020 A* conf
Understanding the automated parameter optimization on transfer learning for cross-project defect prediction: an empirical study.
ICSE
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan
2019 — conf
All versus one: an empirical comparison on retrained and incremental machine learning for modeling performance of adaptable software.
SEAMS@ICSE
Tao Chen
2019 — conf
Cloud Instance Selection Using Parallel K-Means and AHP.
UCC Companion
Taiyang Guo, Rami Bahsoon, Tao Chen, Abdessalam Elhabbash, Faiza Samreen, Yehia Elkhatib
2019 A conf
Identifying and Estimating Technical Debt for Service Composition in SaaS Cloud.
ICWS
Satish Kumar, Rami Bahsoon, Tao Chen, Rajkumar Buyya
2019 J jnl
On Using Retrained and Incremental Machine Learning for Modeling Performance of Adaptable Software: An Empirical Comparison.
CoRR
Tao Chen
2019 — conf
Security testing of web applications: a search-based approach for detecting SQL injection vulnerabilities.
GECCO (Companion)
Muyang Liu, Ke Li, Tao Chen
2019 J jnl
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition.
Inf. Softw. Technol.
Tao Chen, Miqing Li, Xin Yao
2018 J jnl
A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems.
ACM Comput. Surv.
Tao Chen, Rami Bahsoon, Xin Yao
2018 — conf
A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE.
ICSE (NIER)
Miqing Li, Tao Chen, Xin Yao
2018 J jnl
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software.
ACM Trans. Softw. Eng. Methodol.
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
2018 B conf
Multi-Tenant Cloud Service Composition Using Evolutionary Optimization.
ICPADS
Satish Kumar, Rami Bahsoon, Tao Chen, Ke Li, Rajkumar Buyya
2018 A conf
On the effects of seeding strategies: a case for search-based multi-objective service composition.
GECCO
Tao Chen, Miqing Li, Xin Yao
2018 B conf
To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance.
ICPE
Tao Chen, Rami Bahsoon, Shuo Wang, Xin Yao
2017 J jnl
Self-Adaptive Trade-off Decision Making for Autoscaling Cloud-Based Services.
IEEE Trans. Serv. Comput.
Tao Chen, Rami Bahsoon
2017 J jnl
Self-Adaptive and Online QoS Modeling for Cloud-Based Software Services.
IEEE Trans. Software Eng.
Tao Chen, Rami Bahsoon
2016 J jnl
Bridging Ecology and Cloud: Transposing Ecological Prespective to Enable Better Cloud Autoscaling.
CoRR
Tao Chen, Rami Bahsoon
2016 — ch.
Design Patterns and Primitives: Introduction of Components and Patterns for SACS.
Self-aware Computing Systems
Tao Chen, Funmilade Faniyi, Rami Bahsoon
2016 J jnl
FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime.
CoRR
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
2016 J jnl
Self-Adaptive Trade-off Decision Making for Autoscaling Cloud-Based Services.
CoRR
Tao Chen, Rami Bahsoon
2016 J jnl
Self-Aware and Self-Adaptive Autoscaling for Cloud Based Services.
CoRR
Tao Chen
2016 — —
Self-aware and self-adaptive autoscaling for cloud based services.
Tao Chen
2016 J jnl
Survey and Taxonomy of Self-Aware and Self-Adaptive Autoscaling Systems in the Cloud.
CoRR
Tao Chen, Rami Bahsoon
2015 J jnl
Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering.
Computer
Peter R. Lewis, Arjun Chandra, Funmilade Faniyi, Kyrre Glette, Tao Chen, Rami Bahsoon, Jim Tørresen, Xin Yao
2015 J jnl
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-Learners Approach.
CoRR
Tao Chen, Rami Bahsoon, Xin Yao
2015 J jnl
Toward a Smarter Cloud: Self-Aware Autoscaling of Cloud Configurations and Resources.
Computer
Tao Chen, Rami Bahsoon
2014 Misc conf
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-learners Approach.
UCC
Tao Chen, Rami Bahsoon, Xin Yao
2014 J jnl
Scalable service-oriented replication with flexible consistency guarantee in the cloud.
Inf. Sci.
Tao Chen, Rami Bahsoon, Abdel-Rahman H. Tawil
2014 A conf
Symbiotic and sensitivity-aware architecture for globally-optimal benefit in self-adaptive cloud.
SEAMS
Tao Chen, Rami Bahsoon
2014 J jnl
The Handbook of Engineering Self-Aware and Self-Expressive Systems.
CoRR
Tao Chen, Funmilade Faniyi, Rami Bahsoon, Peter R. Lewis, Xin Yao, Leandro L. Minku, Lukas Esterle
2013 Misc conf
Dynamic QoS Optimization Architecture for Cloud-Based DDDAS.
ICCS
Tao Chen, Rami Bahsoon, Georgios Theodoropoulos
2013 A conf
Self-adaptive and sensitivity-aware QoS modeling for the cloud.
SEAMS
Tao Chen, Rami Bahsoon
2011 — conf
Scalable Service Oriented Replication in the Cloud.
IEEE CLOUD
Tao Chen, Rami Bahsoon