Hui Li

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 28

Top Venues

CEC

Swarm Evol. Comput.

CoRR

IEEE Trans. Evol. Comput.

University of Essex, Colchester, UK (PHD)

Education History

University of Essex, Colchester, UK

PHD

Publications

Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Li Feng, Bowen Zhao, Jiayi Yang
Self-Bidirectional Decoupled Distillation for Time Series Classification. IEEE Trans. Artif. Intell. 5 (8) (2024)
Yuxiang Shui, Hui Li, Jianyong Sun, Qingfu Zhang
Approximating robust Pareto fronts by the MEOF-based multiobjective evolutionary algorithm with two-level surrogate models. Inf. Sci. 657 (2024)
Jingda Deng, Qingfu Zhang, Jianyong Sun, Hui Li
A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space. IEEE Trans. Evol. Comput. 28 (4) (2024)
Yanhui Tang, Hui Li, Yuxiang Shui, Jianyong Sun
A Modified MOEA/D Based on Guided Search Directions for Large-scale Multiobjective Optimization. CEC (2023)
Yuxiang Shui, Hui Li, Jianyong Sun, Qingfu Zhang
The Combination of MOEA/D and WOF for Solving High-Dimensional Expensive Multiobjective Optimization Problems. CEC (2023)
Hui Li, Yuxiang Shui, Jianyong Sun, Qingfu Zhang
Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size. EMO (2021)
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit. Evol. Comput. 28 (3) (2020)
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
Push and pull search for solving constrained multi-objective optimization problems. Swarm Evol. Comput. 44 (2019)
Hui Li, Jianyong Sun, Qingfu Zhang, Yuxiang Shui
Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D. EMO (2019)
Hui Li, Jianyong Sun, Deyu Meng, Qinfu Zhang
A Multiobjective Approach Based on Gaussian Mixture Clustering for Sparse Reconstruction. IEEE Access 7 (2019)
Hui Li, Kalyanmoy Deb, Qingfu Zhang, Ponnuthurai N. Suganthan, Lei Chen
Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties. Swarm Evol. Comput. 46 (2019)
Hui Li, Jingda Deng, Qingfu Zhang, Jianyong Sun
Adaptive Epsilon dominance in decomposition-based multiobjective evolutionary algorithm. Swarm Evol. Comput. 45 (2019)
Leilei Cao, Lihong Xu, Erik D. Goodman, Hui Li
Decomposition-based evolutionary dynamic multiobjective optimization using a difference model. Appl. Soft Comput. 76 (2019)
Hui Li, Kalyanmoy Deb, Qingfu Zhang
Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm. IEEE Trans. Evol. Comput. 23 (6) (2019)
Leilei Cao, Lihong Xu, Erik D. Goodman, Shuwei Zhu, Hui Li
A differential prediction model for evolutionary dynamic multiobjective optimization. GECCO (2018)
Hui Li, Jianyong Sun, Mingyang Wang, Qingfu Zhang
MOEA/D with chain-based random local search for sparse optimization. Soft Comput. 22 (21) (2018)
Hui Li, Qingfu Zhang, Jingda Deng, Zong-Ben Xu
A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Hui Li, Jianyong Sun, Yuanyuan Fan, Mingyang Wang, Qingfu Zhang
A New Steady-State MOEA/D for Sparse Optimization. UKCI (2017)
Hui Li, Qingfu Zhang, Jingda Deng
Biased Multiobjective Optimization and Decomposition Algorithm. IEEE Trans. Cybern. 47 (1) (2017)
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
Push and Pull Search for Solving Constrained Multi-objective Optimization Problems. CoRR (2017)
Hui Li, Kalyanmoy Deb
Challenges for evolutionary multiobjective optimization algorithms in solving variable-length problems. CEC (2017)
Zhenkun Wang, Qingfu Zhang, Hui Li, Hisao Ishibuchi, Licheng Jiao
On the use of two reference points in decomposition based multiobjective evolutionary algorithms. Swarm Evol. Comput. 34 (2017)
Leilei Cao, Lihong Xu, Erik D. Goodman, Hui Li
A First-Order Difference Model-Based Evolutionary Dynamic Multiobjective Optimization. SEAL (2017)
Jingda Deng, Qingfu Zhang, Hui Li
On the Use of Dynamic Reference Points in HypE. SEAL (2017)
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Kaiwen Hu, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit. CoRR (2016)
Hui Li, Yuanyuan Fan, Qingfu Zhang, Zongben Xu, Jingda Deng
A multi-phase multiobjective approach based on decomposition for sparse reconstruction. CEC (2016)
Zhun Fan, Hui Li, Caimin Wei, Wenji Li, Han Huang, Xinye Cai, Zhaoquan Cai
An improved epsilon constraint handling method embedded in MOEA/D for constrained multi-objective optimization problems. SSCI (2016)
Zhun Fan, Wenji Li, Xinye Cai, Kaiwen Hu, Huibiao Lin, Hui Li
Angle-based constrained dominance principle in MOEA/D for constrained multi-objective optimization problems. CEC (2016)
Zhenkun Wang, Qingfu Zhang, Hui Li
Balancing Convergence and Diversity by Using Two Different Reproduction Operators in MOEA/D: Some Preliminary Work. SMC (2015)
Hui Li, Min Ding, Jingda Deng, Qingfu Zhang
On the use of random weights in MOEA/D. CEC (2015)
Hui Li, Qingfu Zhang, Jingda Deng
Multiobjective test problems with complicated Pareto fronts: Difficulties in degeneracy. IEEE Congress on Evolutionary Computation (2014)
Hui Li, Xiaolei Su, Zongben Xu, Qingfu Zhang
MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems. PPSN (2) (2012)
Hui Li, Dario Landa-Silva
An Adaptive Evolutionary Multi-Objective Approach Based on Simulated Annealing. Evol. Comput. 19 (4) (2011)
Aimin Zhou, Bo-Yang Qu, Hui Li, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Qingfu Zhang
Multiobjective evolutionary algorithms: A survey of the state of the art. Swarm Evol. Comput. 1 (1) (2011)
Qingfu Zhang, Hui Li, Dietmar Maringer, Edward P. K. Tsang
MOEA/D with NBI-style Tchebycheff approach for portfolio management. IEEE Congress on Evolutionary Computation (2010)
Qingfu Zhang, Wudong Liu, Hui Li
The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances. IEEE Congress on Evolutionary Computation (2009)
Hui Li, Qingfu Zhang
Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II. IEEE Trans. Evol. Comput. 13 (2) (2009)
Qingfu Zhang, Hui Li
MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Trans. Evol. Comput. 11 (6) (2007)
Hui Li, Qingfu Zhang
A Multiobjective Differential Evolution Based on Decomposition for Multiobjective Optimization with Variable Linkages. PPSN (2006)
Hui Li, Qingfu Zhang, Edward P. K. Tsang, John A. Ford
Hybrid Estimation of Distribution Algorithm for Multiobjective Knapsack Problem. EvoCOP (2004)

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Publication Activity (10 Years)

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Hui Li