Miqing Li

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 87

Top Venues

CoRR

IEEE Trans. Evol. Comput.

Inf. Sci.

ACM Trans. Softw. Eng. Methodol.

Brunel University London, UK (PHD)

Education History

Brunel University London, UK

PHD

Publications

Yi Xiang, Han Huang, Sizhe Li, Miqing Li, Chuan Luo, Xiaowei Yang
Automated Test Suite Generation for Software Product Lines Based on Quality-Diversity Optimization. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Chao Bian, Yawen Zhou, Miqing Li, Chao Qian
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms. IJCAI (2023)
Tao Chen, Miqing Li
The Weights Can Be Harmful: Pareto Search versus Weighted Search in Multi-objective Search-based Software Engineering. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Xiaowei Gu, Miqing Li, Liang Shen, Guolin Tang, Qiang Ni, Taoxin Peng, Qiang Shen
Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers. IEEE Trans. Fuzzy Syst. 31 (5) (2023)
Tao Chen, Miqing Li
Do Performance Aspirations Matter for Guiding Software Configuration Tuning? An Empirical Investigation under Dual Performance Objectives. ACM Trans. Softw. Eng. Methodol. 32 (3) (2023)
Miqing Li, Tao Chen
Methodology and Guidelines for Evaluating Multi-Objective Search-Based Software Engineering. ICSE Companion (2023)
Yilin Fang, Fubo Liu, Miqing Li, Hao Cui
Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing. IEEE Trans. Evol. Comput. 27 (6) (2023)
Guofu Zhang, Lei Li, Zhaopin Su, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao
New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation. IEEE Trans. Software Eng. 49 (4) (2023)
Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Zimin Liang, Miqing Li, Per Kristian Lehre
Non-Elitist Evolutionary Multi-Objective Optimisation: Proof-of-Principle Results. GECCO Companion (2023)
Miqing Li, Manuel López-Ibáñez, Xin Yao
Multi-Objective Archiving. CoRR (2023)
Tao Chen, Miqing Li
Do Performance Aspirations Matter for Guiding Software Configuration Tuning? CoRR (2023)
Chao Bian, Yawen Zhou, Miqing Li, Chao Qian
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms. CoRR (2023)
Jinlong Zhou, Yinggui Zhang, Jinhua Zheng, Miqing Li
Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (4) (2023)
Zimin Liang, Miqing Li, Per Kristian Lehre
Non-Elitist Evolutionary Multi-Objective Optimisation: Proof-of-Principle Results. CoRR (2023)
Miqing Li, Xiaofeng Han, Xiaochen Chu
MOEAs Are Stuck in a Different Area at a Time. GECCO (2023)
Yani Xue, Miqing Li, Xiaohui Liu
An effective and efficient evolutionary algorithm for many-objective optimization. Inf. Sci. 617 (2022)
Wenjian Luo, Luming Shi, Xin Lin, Jiajia Zhang, Miqing Li, Xin Yao
Finding top-K solutions for the decision-maker in multiobjective optimization. Inf. Sci. 613 (2022)
Yi Xiang, Xiaowei Yang, Han Huang, Zhengxin Huang, Miqing Li
Sampling configurations from software product lines via probability-aware diversification and SAT solving. Autom. Softw. Eng. 29 (2) (2022)
Yi Xiang, Han Huang, Miqing Li, Sizhe Li, Xiaowei Yang
Looking For Novelty in Search-Based Software Product Line Testing. IEEE Trans. Software Eng. 48 (7) (2022)
Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin, Miqing Li, Xiaowei Yang
Search-based Diverse Sampling from Real-world Software Product Lines. ICSE (2022)
Xinye Cai, Yushun Xiao, Zhenhua Li, Qi Sun, Hanchuan Xu, Miqing Li, Hisao Ishibuchi
A Kernel-Based Indicator for Multi/Many-Objective Optimization. IEEE Trans. Evol. Comput. 26 (4) (2022)
Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Zidong Wang, Xiaohui Liu, Derek Groen
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach. ICCS (3) (2022)
Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu
Multi-agent Dynamic Algorithm Configuration. CoRR (2022)
Jieyu Zhang, Miqing Li, Weibo Liu, Stanislao Lauria, Xiaohui Liu
Many-objective optimization meets recommendation systems: A food recommendation scenario. Neurocomputing 503 (2022)
Yani Xue, Miqing Li, Xiaohui Liu
An Effective and Efficient Evolutionary Algorithm for Many-Objective Optimization. CoRR (2022)
Tao Chen, Miqing Li
The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering. CoRR (2022)
Miqing Li, Tao Chen, Xin Yao
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance. IEEE Trans. Software Eng. 48 (5) (2022)
Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu
Multi-agent Dynamic Algorithm Configuration. NeurIPS (2022)
Xinye Cai, Yushun Xiao, Miqing Li, Han Hu, Hisao Ishibuchi, Xiaoping Li
A Grid-Based Inverted Generational Distance for Multi/Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (1) (2021)
Yuan Liu, Yikun Hu, Ningbo Zhu, Kenli Li, Juan Zou, Miqing Li
A decomposition-based multiobjective evolutionary algorithm with weights updated adaptively. Inf. Sci. 572 (2021)
Tao Chen, Miqing Li
Multi-objectivizing software configuration tuning. ESEC/SIGSOFT FSE (2021)
Zhehui Wang, Tao Luo, Miqing Li, Joey Tianyi Zhou, Rick Siow Mong Goh, Liangli Zhen
Evolutionary Multi-Objective Model Compression for Deep Neural Networks. IEEE Comput. Intell. Mag. 16 (3) (2021)
Miqing Li
Is Our Archiving Reliable? Multiobjective Archiving Methods on "Simple" Artificial Input Sequences. ACM Trans. Evol. Learn. Optim. 1 (3) (2021)
Tao Chen, Miqing Li
MMO: Meta Multi-Objectivization for Software Configuration Tuning. CoRR (2021)
Tao Chen, Miqing Li
Multi-Objectivizing Software Configuration Tuning (for a single performance concern). CoRR (2021)
Yuan Liu, Ningbo Zhu, Miqing Li
Solving Many-Objective Optimization Problems by a Pareto-Based Evolutionary Algorithm With Preprocessing and a Penalty Mechanism. IEEE Trans. Cybern. 51 (11) (2021)
Zhaopin Su, Guofu Zhang, Feng Yue, Dezhi Zhan, Miqing Li, Bin Li, Xin Yao
Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation. IEEE Trans. Evol. Comput. 25 (3) (2021)
Xiaowei Gu, Miqing Li
A multi-granularity locally optimal prototype-based approach for classification. Inf. Sci. 569 (2021)
Yi Xiang, Xiaowei Yang, Yuren Zhou, Zibin Zheng, Miqing Li, Han Huang
Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers. Empir. Softw. Eng. 25 (1) (2020)
Wenjie Liu, Wenjian Luo, Xin Lin, Miqing Li, Shengxiang Yang
Evolutionary Approach to Multiparty Multiobjective Optimization Problems with Common Pareto Optimal Solutions. CEC (2020)
Guofu Zhang, Zhaopin Su, Miqing Li, Meibin Qi, Jianguo Jiang, Xin Yao
A Task-Oriented Heuristic for Repairing Infeasible Solutions to Overlapping Coalition Structure Generation. IEEE Trans. Syst. Man Cybern. Syst. 50 (3) (2020)
Liangli Zhen, Miqing Li, Dezhong Peng, Xin Yao
Objective reduction for visualising many-objective solution sets. Inf. Sci. 512 (2020)
Yilin Fang, Hao Ming, Miqing Li, Quan Liu, Duc Truong Pham
Multi-objective evolutionary simulated annealing optimisation for mixed-model multi-robotic disassembly line balancing with interval processing time. Int. J. Prod. Res. 58 (3) (2020)
Zhaopin Su, Guofu Zhang, Feng Yue, Jindong He, Miqing Li, Bin Li, Xin Yao
Finding the Largest Successful Coalition under the Strict Goal Preferences of Agents. ACM Trans. Auton. Adapt. Syst. 14 (4) (2020)
Tao Chen, Miqing Li, Ke Li, Kalyanmoy Deb
Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities. CoRR (2020)
Robert M. Hierons, Miqing Li, Xiaohui Liu, José Antonio Parejo, Sergio Segura, Xin Yao
Many-Objective Test Suite Generation for Software Product Lines. ACM Trans. Softw. Eng. Methodol. 29 (1) (2020)
Yani Xue, Miqing Li, Xiaohui Liu
Angle-Based Crowding Degree Estimation for Many-Objective Optimization. IDA (2020)
Tao Chen, Miqing Li, Xin Yao
How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. CoRR (2020)
Miqing Li, Xin Yao
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation. Evol. Comput. 28 (2) (2020)
Yuan Liu, Ningbo Zhu, Kenli Li, Miqing Li, Jinhua Zheng, Keqin Li
An angle dominance criterion for evolutionary many-objective optimization. Inf. Sci. 509 (2020)
Miqing Li, Xin Yao
An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods. EMO (2019)
Miqing Li, Xin Yao
Quality Evaluation of Solution Sets in Multiobjective Optimisation: A Survey. ACM Comput. Surv. 52 (2) (2019)
Junwei Ou, Jinhua Zheng, Gan Ruan, Yaru Hu, Juan Zou, Miqing Li, Shengxiang Yang, Xu Tan
A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization. Appl. Soft Comput. 85 (2019)
Yani Xue, Miqing Li, Martin J. Shepperd, Stasha Lauria, Xiaohui Liu
A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines. Neurocomputing 364 (2019)
Ye Tian, Ran Cheng, Xingyi Zhang, Miqing Li, Yaochu Jin
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier]. IEEE Comput. Intell. Mag. 14 (3) (2019)
Yilin Fang, Quan Liu, Miqing Li, Yuanjun Laili, Duc Truong Pham
Evolutionary many-objective optimization for mixed-model disassembly line balancing with multi-robotic workstations. Eur. J. Oper. Res. 276 (1) (2019)
Tao Chen, Miqing Li, Xin Yao
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition. Inf. Softw. Technol. 114 (2019)
Ran Cheng, Miqing Li, Ke Li, Xin Yao
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection. IEEE Trans. Evol. Comput. 22 (5) (2018)
Yi Xiang, Yuren Zhou, Zibin Zheng, Miqing Li
Configuring Software Product Lines by Combining Many-Objective Optimization and SAT Solvers. ACM Trans. Softw. Eng. Methodol. 26 (4) (2018)
Kang Wang, Xiaoli Li, Chao Jia, Shengxiang Yang, Miqing Li, Yang Li
Multiobjective optimization of the production process for ground granulated blast furnace slags. Soft Comput. 22 (24) (2018)
Mao Tan, Miqing Li, Ling Wang
An Improved NSGA-II based Algorithm for Economical Hot Rolling Batch Scheduling under Time-sensitive Electricity Prices. CASE (2018)
Miqing Li, Crina Grosan, Shengxiang Yang, Xiaohui Liu, Xin Yao
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite. IEEE Trans. Evol. Comput. 22 (1) (2018)
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao
Multiobjective Test Problems with Degenerate Pareto Fronts. CoRR (2018)
Tao Chen, Miqing Li, Xin Yao
On the effects of seeding strategies: a case for search-based multi-objective service composition. GECCO (2018)
Miqing Li, Tao Chen, Xin Yao
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) (2018)
Miqing Li, Liangli Zhen, Xin Yao
How to Read Many-Objective Solution Sets in Parallel Coordinates. CoRR (2017)
Guofu Zhang, Zhaopin Su, Miqing Li, Feng Yue, Jianguo Jiang, Xin Yao
Constraint Handling in NSGA-II for Solving Optimal Testing Resource Allocation Problems. IEEE Trans. Reliab. 66 (4) (2017)
Miqing Li, Xin Yao
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multi-Objective Optimisation. CoRR (2017)
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao
Adjusting Parallel Coordinates for Investigating Multi-objective Search. SEAL (2017)
Ruimin Shen, Jinhua Zheng, Miqing Li, Juan Zou
Many-objective optimization based on information separation and neighbor punishment selection. Soft Comput. 21 (5) (2017)
Ran Cheng, Miqing Li, Xin Yao
Parallel peaks: A visualization method for benchmark studies of multimodal optimization. CEC (2017)
Yi Xiang, Yuren Zhou, Miqing Li, Zefeng Chen
A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization. IEEE Trans. Evol. Comput. 21 (1) (2017)
Yi Xiang, Jing Peng, Yuren Zhou, Miqing Li, Zefeng Chen
An angle based constrained many-objective evolutionary algorithm. Appl. Intell. 47 (3) (2017)
Guo Yu, Ruimin Shen, Jinhua Zheng, Miqing Li, Juan Zou, Yuan Liu
Binary search based boundary elimination selection in many-objective evolutionary optimization. Appl. Soft Comput. 60 (2017)
Miqing Li, Liangli Zhen, Xin Yao
How to Read Many-Objective Solution Sets in Parallel Coordinates [Educational Forum]. IEEE Comput. Intell. Mag. 12 (4) (2017)
Miqing Li, Xin Yao
Dominance Move: A Measure of Comparing Solution Sets in Multiobjective Optimization. CoRR (2017)
Guo Yu, Jinhua Zheng, Ruimin Shen, Miqing Li
Decomposing the user-preference in multiobjective optimization. Soft Comput. 20 (10) (2016)
Zhaomeng Zhu, Gongxuan Zhang, Miqing Li, Xiaohui Liu
Evolutionary Multi-Objective Workflow Scheduling in Cloud. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
Wei Zheng, Robert M. Hierons, Miqing Li, Xiaohui Liu, Veronica Vinciotti
Multi-objective optimisation for regression testing. Inf. Sci. (2016)
Miqing Li, Shengxiang Yang, Xiaohui Liu
Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization. IEEE Trans. Evol. Comput. 20 (5) (2016)
Robert M. Hierons, Miqing Li, Xiaohui Liu, Sergio Segura, Wei Zheng
SIP: Optimal Product Selection from Feature Models Using Many-Objective Evolutionary Optimization. ACM Trans. Softw. Eng. Methodol. 25 (2) (2016)
Shouyong Jiang, Shengxiang Yang, Miqing Li
On the use of hypervolume for diversity measurement of Pareto front approximations. SSCI (2016)
Ruimin Shen, Jinhua Zheng, Miqing Li
A hybrid development platform for evolutionary multi-objective optimization. CEC (2015)
Miqing Li, Shengxiang Yang, Xiaohui Liu
A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization. GECCO (2015)
Miqing Li, Shengxiang Yang, Xiaohui Liu
Bi-goal evolution for many-objective optimization problems. Artif. Intell. 228 (2015)
Jinhua Zheng, Hui Bai, Ruimin Shen, Miqing Li
A Comparative Study Use of OTL for Many-objective Optimization. GECCO (Companion) (2015)
Miqing Li, Shengxiang Yang, Xiaohui Liu
A test problem for visual investigation of high-dimensional multi-objective search. IEEE Congress on Evolutionary Computation (2014)
Miqing Li, Shengxiang Yang, Jinhua Zheng, Xiaohui Liu
ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization. Evol. Comput. 22 (2) (2014)
Miqing Li, Shengxiang Yang, Xiaohui Liu
Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization. IEEE Trans. Evol. Comput. 18 (3) (2014)
Ke Li, Qingfu Zhang, Sam Kwong, Miqing Li, Ran Wang
Stable Matching-Based Selection in Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 18 (6) (2014)
Miqing Li, Shengxiang Yang, Xiaohui Liu
Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization. IEEE Trans. Cybern. 44 (12) (2014)
Miqing Li, Shengxiang Yang, Ke Li, Xiaohui Liu
Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems. IEEE Trans. Cybern. 44 (8) (2014)
Miqing Li, Shengxiang Yang, Xiaohui Liu, Kang Wang
IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II. EMO (2013)
Miqing Li, Shengxiang Yang, Xiaohui Liu, Ruimin Shen
A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization. EMO (2013)
Shengxiang Yang, Miqing Li, Xiaohui Liu, Jinhua Zheng
A Grid-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 17 (5) (2013)
Ke Li, Sam Kwong, Jingjing Cao, Miqing Li, Jinhua Zheng, Ruimin Shen
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm. Inf. Sci. 182 (1) (2012)
Qizhao Yuan, Jinhua Zheng, Miqing Li, Juan Zou
A multi-objective evolutionary based on Hybrid Adaptive Grid Algorithm. ICNC (2011)
Miqing Li, Jinhua Zheng, Ruimin Shen, Ke Li, Qizhao Yuan
A grid-based fitness strategy for evolutionary many-objective optimization. GECCO (2010)
Miqing Li, Jinhua Zheng, Ke Li, Qizhao Yuan, Ruimin Shen
Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization. PPSN (1) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Miqing Li