A Novel Multiobjective Evolutionary Algorithm Based on Min-Max Strategy. - Hai-Lin Liu 001; Yuping Wang 003 (IDEAL, 2003)

A new approach to blind source separation with global optimal property. - Yiu-ming Cheung; Hai-Lin Liu 001 (Neural Networks and Computational Intelligence, 2004)

A Recurrent Neural Network for Extreme Eigenvalue Problem. - Fuye Feng; Quanju Zhang; Hai-Lin Liu 001 (ICIC (1), 2005)

A Learning Framework for Blind Source Separation Using Generalized Eigenvalues. - Hai-Lin Liu 001; Yiu-ming Cheung (ISNN (2), 2005)

Mixing Matrix Recovery of Underdetermined Source Separation Based on Sparse Representation. - Chu-Jun Yao; Hai-Lin Liu 001; Zhi-Tao Cui (CIS, 2007)

A New Approach to Underdetermined Blind Source Separation Using Sparse Representation. - Hai-Lin Liu 001; Jia-Xun Hou (RSKT, 2007)

On blind source separation using generalized eigenvalues with a new metric. - Hai-Lin Liu 001; Yiu-ming Cheung (Neurocomputing, 2008)

Evolutionary Algorithm for the Radio Planning and Coverage Optimization of 3G Cellular Networks. - Fangqing Gu; Hai-Lin Liu 001; Ming Li (CIS (2), 2009)

A New Algorithm Estimating the Mixing Matrix for the Sparse Component Analysis. - Suxian Zhang; Hai-Lin Liu 001; Jiechang Wen; Weili Chen (CIS (1), 2009)

A bounded diameter minimum spanning tree evolutionary algorithm based on double chromosome. - Fangqing Gu; Hai-Lin Liu 001; Wei Liu (GEC Summit, 2009)

Periodic solutions for difference systems with delay. - Zhi-Qiang Zhu; Hai-Lin Liu 001 (Appl. Math. Lett., 2009)

A Multi-Objective Evolutionary Algorithm Using Min-Max Strategy And Sphere Coordinate Transformation. - Hai-Lin Liu 001; Yuping Wang 003; Yiu-ming Cheung (Intell. Autom. Soft Comput., 2009)

A New Algorithm for the Underdetermined Blind Source Separation Based on Sparse Component Analysis. - Hai-Lin Liu 001; Chu-Jun Yao; Jia-Xun Hou (Int. J. Pattern Recognit. Artif. Intell., 2009)

A Novel Weight Design in Multi-objective Evolutionary Algorithm. - Fangqing Gu; Hai-Lin Liu 001 (CIS, 2010)

A Improved Fuzzy K-Subspace Clustering and Its Application in Multiple Dominant Sparse Component Analysis. - Suxian Zhang; Hai-Lin Liu 001 (CIS, 2010)

A Lip Contour Extraction Method Using Localized Active Contour Model with Automatic Parameter Selection. - Xin Liu 011; Yiu-ming Cheung; Meng Li 015; Hai-Lin Liu 001 (ICPR, 2010)

A improved NSGA-II algorithm based on sub-regional search. - Hai-Lin Liu 001; Fangqing Gu (IEEE Congress on Evolutionary Computation, 2011)

The 0/1 Multi-objective Knapsack Problem Based on Regional Search. - Weiqi Chen; Zhifeng Hao; Hai-Lin Liu 001 (CIS, 2011)

A novel multiobjective differential evolutionary algorithm based on subregion search. - Hai-Lin Liu 001; Wenqin Chen; Fangqing Gu (IEEE Congress on Evolutionary Computation, 2012)

Preference-Based Evolutionary Multi-objective Optimization. - Zhenhua Li 005; Hai-Lin Liu 001 (CIS, 2012)

Resource Allocation for OFDM System Based on Evolutionary Algorithm. - Qiang Wang 008; Hai-Lin Liu 001; JiongCheng Li (CIS, 2012)

Power Allocation Algorithm Based on Non-cooperative Game Theory for LTE Downlink. - Yaping Tian; Hai-Lin Liu 001; Zhirong Li (Web Intelligence, 2012)

A Batch Rival Penalized Expectation-Maximization Algorithm for Gaussian Mixture Clustering with Automatic Model Selection. - Jiechang Wen; Dan Zhang 008; Yiu-ming Cheung; Hai-Lin Liu 001; Xinge You (Comput. Math. Methods Medicine, 2012)

A constrained multiobjective evolutionary algorithm based decomposition and temporary register. - Hai-Lin Liu 001; Dan Wang (IEEE Congress on Evolutionary Computation, 2013)

A hybrid evolutionary algorithm for OFDM resource allocation. - Hai-Lin Liu 001; Qiang Wang 008 (CIES, 2013)

Multi-objective Evolutionary Algorithm for 4G Base Station Planning. - Wentian Mai; Hai-Lin Liu 001; Lei Chen 044; JiongCheng Li; Henghui Xiao (CIS, 2013)

Dynamic Resource Allocation of TD-LTE System Based on Improved Quantum Evolutionary Algorithm. - Hong-Chao Yan; Hai-Lin Liu 001; Qiang Wang 008 (CIS, 2013)

Fast Dynamic Channel Allocation Algorithm for TD-HSPA System. - Haidong Li; Hai-Lin Liu 001; Xueyi Liang (HCI (5), 2013)

Multi-Objective Particle Swarm Optimization Algorithm Based on Population Decomposition. - Yuan Zhao; Hai-Lin Liu 001 (IDEAL, 2013)

An Adaptive Multiobjective Differential Evolution Algorithm. - Fangqing Gu; Hai-Lin Liu 001 (J. Comput., 2013)

Guest Editorial. - Yuping Wang 003; Yiu-ming Cheung; Hai-Lin Liu 001 (J. Comput., 2013)

An evolutionary algorithm based on Covariance Matrix Leaning and Searching Preference for solving CEC 2014 benchmark problems. - Lei Chen 044; Zhe Zheng; Hai-Lin Liu 001; Shengli Xie (IEEE Congress on Evolutionary Computation, 2014)

Integrating Preferred Weights with Decomposition Based Multi-objective Evolutionary Algorithm. - Zhenhua Li 005; Hai-Lin Liu 001 (CIS, 2014)

An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. - Qiang Wang 008; Hai-Lin Liu 001; Zhenhua Li 005; Yiu-ming Cheung; Jun Zhang 003 (SEAL, 2014)

A multi-objective artificial bee colony algorithm based on division of the searching space. - Yu-bin Zhong; Yi Xiang; Hai-Lin Liu 001 (Appl. Intell., 2014)

On Solving WCDMA Network Planning Using Iterative Power Control Scheme and Evolutionary Multiobjective Algorithm [Application Notes]. - Hai-Lin Liu 001; Fangqing Gu; Yiu-ming Cheung; Shengli Xie; Jun Zhang 003 (IEEE Comput. Intell. Mag., 2014)

A Region Decomposition-Based Multi-objective Particle Swarm Optimization Algorithm. - Lei Chen 044; Hai-Lin Liu 001 (Int. J. Pattern Recognit. Artif. Intell., 2014)

A Novel Multi-objective Evolutionary Algorithm Solving Portfolio Problem. - Yuan Zhou; Hai-Lin Liu 001; Wenqin Chen; Jingqian Li (J. Softw., 2014)

A new fuzzy K-EVD orthogonal complement space clustering method. - Jiechang Wen; Hai-Lin Liu 001; Suxian Zhang; Mingqing Xiao 001 (Neural Comput. Appl., 2014)

Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems. - Hai-Lin Liu 001; Fangqing Gu; Qingfu Zhang 001 (IEEE Trans. Evol. Comput., 2014)

An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems. - Lei Chen 044; Chaoda Peng; Hai-Lin Liu 001; Shengli Xie (CEC, 2015)

Optimized base station sleeping and renewable energy procurement using PSO. - Qiang Wang 008; Hai-Lin Liu 001 (CEC, 2015)

Evolutionary Many-Objective Optimization Algorithm Based on Improved K-Dominance and M2M Population Decomposition. - Shuiqin Dai; Hai-Lin Liu 001; Lei Chen 044 (CIS, 2015)

4G Heterogeneous Networks Base Station Planning Using Evolutionary Multi-objective Algorithm. - Xueyi Liang; Hai-Lin Liu 001; Qiang Wang 008 (CIS, 2015)

An elitism based multi-objective artificial bee colony algorithm. - Yi Xiang; Yuren Zhou; Hai-Lin Liu 001 (Eur. J. Oper. Res., 2015)

Integrating Preference by Means of Desirability Function with Evolutionary Multi-objective Optimization. - Zhenhua Li 005; Hai-Lin Liu 001 (Intell. Autom. Soft Comput., 2015)

Optimal WCDMA network planning by multiobjective evolutionary algorithm with problem-specific genetic operation. - Fangqing Gu; Hai-Lin Liu 001; Yiu-ming Cheung; Shengli Xie (Knowl. Inf. Syst., 2015)

A hybrid evolutionary multiobjective optimization algorithm with adaptive multi-fitness assignment. - Fangqing Gu; Hai-Lin Liu 001; Kay Chen Tan (Soft Comput., 2015)

An objective reduction algorithm based on hyperplane approximation for many-objective optimization problems. - Yifan Li; Hai-Lin Liu 001; Fangqing Gu (CEC, 2016)

An evolutionary many-objective optimisation algorithm with adaptive region decomposition. - Hai-Lin Liu 001; Lei Chen 044; Qingfu Zhang 001; Kalyanmoy Deb (CEC, 2016)

A Renewable Energy Cooperation Scheme for OFDM Systems Using Evolutionary Many-Objective Optimization Algorithm. - Qiang Wang 008; Hai-Lin Liu 001; Yiu-Ming Cheung (CIS, 2016)

A New Dominance Relation Based on Simplex for Many Objective Optimization Problems. - Jiawei Yuan; Hai-Lin Liu 001 (CIS, 2016)

Solving constrained optimization using decomposition-based EMO algorithm. - Chaoda Peng; Hai-Lin Liu 001; Fangqing Gu (IJCNN, 2016)

A Decomposition-Based Constraint-Handling Technique for Constrained Multi-objective Optimization. - Chaoda Peng; Hai-Lin Liu 001 (WI Workshops, 2016)

A Constrained Multi-Objective Evolutionary Algorithm Based on Boundary Search and Archive. - Hai-Lin Liu 001; Chaoda Peng; Fangqing Gu; Jiechang Wen (Int. J. Pattern Recognit. Artif. Intell., 2016)

An Orthogonal Evolutionary Algorithm With Learning Automata for Multiobjective Optimization. - Cai Dai; Yuping Wang 003; Miao Ye; Xingsi Xue; Hai-Lin Liu 001 (IEEE Trans. Cybern., 2016)

Objective Extraction for Many-Objective Optimization Problems: Algorithm and Test Problems. - Yiu-ming Cheung; Fangqing Gu; Hai-Lin Liu 001 (IEEE Trans. Evol. Comput., 2016)

The Effect of Feasible Region on Imbalanced Problem in Constrained Multi-objective Optimization. - Jiabin Lin; Hai-Lin Liu 001; Chaoda Peng (CIS, 2017)

Resource Allocation for D2D Underlay Communication Systems Using PSO. - Qiang Wang 008; Tiejun Chen; Hai-Lin Liu 001 (CIS, 2017)

A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy. - Weisen Tang; Hai-Lin Liu 001; Lei Chen 044 (ICIC (1), 2017)

A Hierarchical Decomposition-Based Evolutionary Many-Objective Algorithm. - Fangqing Gu; Hai-Lin Liu 001 (SEAL, 2017)

A Fast Objective Reduction Algorithm Based on Dominance Structure for Many Objective Optimization. - Fangqing Gu; Hai-Lin Liu 001; Yiu-ming Cheung (SEAL, 2017)

Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network. - Fangqing Gu; Ziquan Liu; Yiu-ming Cheung; Hai-Lin Liu 001 (SEAL, 2017)

Decomposition based dominance relationship for evolutionary many-objective algorithm. - Lei Chen 044; Hai-Lin Liu 001; Kay Chen Tan (SSCI, 2017)

An evolutionary algorithm with directed weights for constrained multi-objective optimization. - Chaoda Peng; Hai-Lin Liu 001; Fangqing Gu (Appl. Soft Comput., 2017)

Modeling the Tracking Area Planning Problem Using an Evolutionary Multi-Objective Algorithm. - Lei Chen 044; Hai-Lin Liu 001; Zhun Fan; Shengli Xie; Erik D. Goodman (IEEE Comput. Intell. Mag., 2017)

Jointly optimal resource allocation for MIMO-OFDMA relaying system using tensor decomposition. - Qiang Wang 008; Hai-Lin Liu 001; JiongCheng Li (Int. J. Comput. Appl. Technol., 2017)

A resource allocation evolutionary algorithm for OFDM system. - Qiang Wang 008; Hai-Lin Liu 001; JiongCheng Li; Yun Li (Int. J. Comput. Sci. Eng., 2017)

Population Decomposition-Based Greedy Approach Algorithm for the Multi-Objective Knapsack Problems. - Jiawei Yuan; Hai-Lin Liu 001; Chaoda Peng (Int. J. Pattern Recognit. Artif. Intell., 2017)

Optimized Base Station Sleeping and Renewable Energy Procurement Scheme Using PSO. - Qiang Wang 008; Hai-Lin Liu 001 (Int. J. Swarm Intell. Res., 2017)

Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms. - Hai-Lin Liu 001; Lei Chen 044; Kalyanmoy Deb; Erik D. Goodman (IEEE Trans. Evol. Comput., 2017)

A Cost Value Based Evolutionary Many-Objective Optimization Algorithm with Neighbor Selection Strategy. - Jiawei Yuan; Hai-Lin Liu 001; Fangqing Gu (CEC, 2018)

FIR Digital Filter Design Based on Evolutionary Multi-Objective Algorithm. - Tiejun Chen; Qiang Wang 008; Hai-Lin Liu 001 (CIS, 2018)

An Evolutionary Multi- and Many-Objective Optimization Algorithm Based on ISDE + and Region Decomposition. - Zixian Lin; Hai-Lin Liu 001; Fangqing Gu (CIS, 2018)

A parameterless decomposition-based evolutionary multi-objective algorithm. - Fangqing Gu; Yiu-ming Cheung; Hai-Lin Liu 001; Zixian Lin (ICACI, 2018)

An Objective Reduction Algorithm based on Non-dominated Solution Pairs. - Lingzhi Han; Hai-Lin Liu 001; Fangqing Gu (SSCI, 2018)

Computational Intelligence in Astronomy: Preface. - Ping Guo 002; Yuping Wang 003; Hai-Lin Liu 001; Yiu-ming Cheung (Int. J. Comput. Intell. Syst., 2018)

A novel constraint-handling technique based on dynamic weights for constrained optimization problems. - Chaoda Peng; Hai-Lin Liu 001; Fangqing Gu (Soft Comput., 2018)

Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems. - Hai-Lin Liu 001; Lei Chen 044; Qingfu Zhang 001; Kalyanmoy Deb (IEEE Trans. Evol. Comput., 2018)

An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High Dimension. - Zhenhua Li 005; Jingda Deng; Weifeng Gao; Qingfu Zhang 001; Hai-Lin Liu 001 (CEC, 2019)

A Contracting BFGS Update in Quasi-Newton Methods for Unconstrained Optimization. - Jiongcheng Li; Hai-Lin Liu 001 (CIS, 2019)

A Co-Evolution Algorithm for Solving Many-Objective Problems with Independent Objective Sets. - Haosen Liu; Fangqing Gu; Hai-Lin Liu 001; Lei Chen 044 (CIS, 2019)

Investigating the Performance of Evolutionary Algorithms on Constrained Multi-objective Optimization Problems with Deceptive Infeasible Regions. - Chaoda Peng; Hai-Lin Liu 001; Erik D. Goodman (SSCI, 2019)

Explicit Control of Implicit Parallelism in Decomposition-Based Evolutionary Many-Objective Optimization Algorithms [Research Frontier]. - Lei Chen 044; Kalyanmoy Deb; Hai-Lin Liu 001 (IEEE Comput. Intell. Mag., 2019)

Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives. - Yifan Li; Hai-Lin Liu 001; Erik D. Goodman (Evol. Comput., 2019)

Multi-objective evolutionary triclustering with constraints of time-series gene expression data. - Lei Chen 044; Hai-Lin Liu 001; Weiseng Tang (Integr. Comput. Aided Eng., 2019)

Optimizing the energy-spectrum efficiency of cellular systems by evolutionary multi-objective algorithm. - Qiang Wang 008; Hai-Lin Liu 001; Jiawei Yuan; Lei Chen 044 (Integr. Comput. Aided Eng., 2019)

Relay node deployment for wireless sensor networks using evolutionary multi-objective algorithm. - Qiang Wang 008; Hai-Lin Liu 001; Fangqing Gu (Int. J. Sens. Networks, 2019)

Evolutionary Many-Objective Algorithm Using Decomposition-Based Dominance Relationship. - Lei Chen 044; Hai-Lin Liu 001; Kay Chen Tan; Yiu-Ming Cheung; Yuping Wang 003 (IEEE Trans. Cybern., 2019)

Fast hypervolume approximation scheme based on a segmentation strategy. - Weisen Tang; Hai-Lin Liu 001; Lei Chen 044; Kay Chen Tan; Yiu-ming Cheung (Inf. Sci., 2020)

Evolution strategies for continuous optimization: A survey of the state-of-the-art. - Zhenhua Li 005; Xi Lin 001; Qingfu Zhang 001; Hai-Lin Liu 001 (Swarm Evol. Comput., 2020)

Handling multi-objective optimization problems with unbalanced constraints and their effects on evolutionary algorithm performance. - Chaoda Peng; Hai-Lin Liu 001; Erik D. Goodman (Swarm Evol. Comput., 2020)

Objective-Domain Dual Decomposition: An Effective Approach to Optimizing Partially Differentiable Objective Functions. - Yiu-ming Cheung; Fangqing Gu; Hai-Lin Liu 001; Kay Chen Tan; Han Huang 002 (IEEE Trans. Cybern., 2020)

Multiobjective Multitasking Optimization Based on Incremental Learning. - Jiabin Lin; Hai-Lin Liu 001; Bing Xue 001; Mengjie Zhang 001; Fangqing Gu (IEEE Trans. Evol. Comput., 2020)

Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization Problems. - Lei Chen 044; Hai-Lin Liu 001 (CEC, 2021)

A Multi-Objective Bilevel Optimization Evolutionary Algorithm with Local Search. - Weizhong Wang; Hai-Lin Liu 001 (CIS, 2021)

A Mutli-objective Evolutionary Algorithm with Adaptive Parallel Region Decomposition. - Hongyan Chen; Hai-Lin Liu 001; Fangqing Gu; Lei Chen 044 (ICACI, 2021)

Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms. - Lei Chen 044; Kalyanmoy Deb; Hai-Lin Liu 001; Qingfu Zhang 001 (Evol. Comput., 2021)

Auto-sharing parameters for transfer learning based on multi-objective optimization. - Hai-Lin Liu 001; Fangqing Gu; Zixian Lin (Integr. Comput. Aided Eng., 2021)

Performance investigation of I∊-indicator and I∊+-indicator based on Lp-norm. - Ning Yang; Hai-Lin Liu 001; Jiawei Yuan (Neurocomputing, 2021)

Adaptively Allocating Constraint-Handling Techniques for Constrained Multi-objective Optimization Problems. - Ning Yang; Hai-Lin Liu 001 (Int. J. Pattern Recognit. Artif. Intell., 2021)

Optimised joint resource allocation for NOMA MIMO-based wireless powered sensor networks. - Qiang Wang 008; Hai-Lin Liu 001 (Int. J. Sens. Networks, 2021)

An Effective Knowledge Transfer Approach for Multiobjective Multitasking Optimization. - Jiabin Lin; Hai-Lin Liu 001; Kay Chen Tan; Fangqing Gu (IEEE Trans. Cybern., 2021)

A Cooperative Evolutionary Framework Based on an Improved Version of Directed Weight Vectors for Constrained Multiobjective Optimization With Deceptive Constraints. - Chaoda Peng; Hai-Lin Liu 001; Erik D. Goodman (IEEE Trans. Cybern., 2021)

Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions. - Jiawei Yuan; Hai-Lin Liu 001; Fangqing Gu; Qingfu Zhang 001; Zhaoshui He (IEEE Trans. Evol. Comput., 2021)

Location planning of electric vehicle charging stations based on a multi-objective three-level optimization model. - Ping Wang; Fangqing Gu; Hai-Lin Liu 001 (CIS, 2022)

Alternate Level Set Evolutions With Controlled Switch for Tooth Segmentation. - Benxiang Jiang; Songze Zhang; Mengyao Shi; Hai-Lin Liu 001; Hongjian Shi (IEEE Access, 2022)

A multi-objective bilevel optimisation evolutionary algorithm with dual populations lower-level search. - Weizhong Wang; Hai-Lin Liu 001; Hongjian Shi (Connect. Sci., 2022)

A two-phase framework of locating the reference point for decomposition-based constrained multi-objective evolutionary algorithms. - Chaoda Peng; Hai-Lin Liu 001; Erik D. Goodman; Kay Chen Tan (Knowl. Based Syst., 2022)

A bi-level transformation based evolutionary algorithm framework for equality constrained optimization. - Lei Chen 044; Haosen Liu; Hai-Lin Liu 001; Fangqing Gu (Memetic Comput., 2022)

A constrained multi-objective evolutionary algorithm using valuable infeasible solutions. - Jiawei Yuan; Hai-Lin Liu 001; Zhaoshui He (Swarm Evol. Comput., 2022)

A Rough-to-Fine Evolutionary Multiobjective Optimization Algorithm. - Fangqing Gu; Hai-Lin Liu 001; Yiu-Ming Cheung; Minyi Zheng (IEEE Trans. Cybern., 2022)

Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization. - Lei Chen 044; Hai-Lin Liu 001; Kay Chen Tan; Ke Li 001 (IEEE Trans. Evol. Comput., 2022)

Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems. - Jiawei Yuan; Hai-Lin Liu 001; Yew-Soon Ong; Zhaoshui He (IEEE Trans. Evol. Comput., 2022)

Sentence-Level Event Detection Without Triggers via Prompt Learning and Machine Reading Comprehension. - Tongtao Ling; Lei Chen 044; Huangxu Sheng; Zicheng Cai; Hai-Lin Liu 001 (ADMA (4), 2023)

A Space-Saving Based MLCS Algorithm. - Botian Jiang; Chunyang Wang; Yuanyuan Fu; Hai-Lin Liu 001; Ping Guo 002; Yuping Wang 003 (DASC/PiCom/CBDCom/CyberSciTech, 2023)

An improved TLEA-CMA-ES for Solving Bilevel Optimization Problems. - Yutao Lai; Hai-Lin Liu 001; Fangqing Gu; Jiechang Wen (ICACI, 2023)

Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification. - Tongtao Ling; Lei Chen 044; Yutao Lai; Hai-Lin Liu 001 (KSEM (4), 2023)

A Multifactorial Evolutionary Algorithm Based on Model Knowledge Transfer. - Xuan Lu; Lei Chen 044; Hai-Lin Liu 001 (KSEM (4), 2023)

A Coevolutionary Algorithm for Many-Objective Optimization Problems with Independent and Harmonious Objectives. - Fangqing Gu; Haosen Liu; Hailin Liu 001 (Complex Syst. Model. Simul., 2023)

6G shared base station planning using an evolutionary bi-level multi-objective optimization algorithm. - Kuntao Li; Weizhong Wang; Hai-Lin Liu 001 (Inf. Sci., 2023)

A constrained multiobjective evolutionary algorithm based on adaptive constraint regulation. - Fangqing Gu; Haosen Liu; Yiu-ming Cheung; Hai-Lin Liu 001 (Knowl. Based Syst., 2023)

A Surrogate-Assisted Differential Evolution Algorithm for High-Dimensional Expensive Optimization Problems. - Weizhong Wang; Hai-Lin Liu 001; Kay Chen Tan (IEEE Trans. Cybern., 2023)

A Multiobjective Multitask Optimization Algorithm Using Transfer Rank. - Hongyan Chen; Hai-Lin Liu 001; Fangqing Gu; Kay Chen Tan (IEEE Trans. Evol. Comput., 2023)

Transfer learning based evolutionary algorithm framework for multi-objective optimization problems. - Jiaheng Huang; Jiechang Wen; Lei Chen 044; Hai-Lin Liu 001 (Appl. Intell., 2023)

EPC-DARTS: Efficient partial channel connection for differentiable architecture search. - Zicheng Cai; Lei Chen 044; Hai-Lin Liu 001 (Neural Networks, 2023)

EST-NAS: An evolutionary strategy with gradient descent for neural architecture search. - Zicheng Cai; Lei Chen 044; Shaoda Zeng; Yutao Lai; Hai-Lin Liu 001 (Appl. Soft Comput., 2023)

Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System. - Xilei Wu; Pei-Qiu Huang; Linqi Song; Hai-Lin Liu 001; Qingfu Zhang 001 (CEC, 2024)

A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search. - Ning Yang; Hai-Lin Liu 001; Lei Chen 044; Yuping Wang 003; Yiu-ming Cheung (CEC, 2024)

Modeling 5G shared base station planning problem using an evolutionary bi-level optimization algorithm. - Lei Chen 044; Kuntao Li; Hai-Lin Liu 001 (Appl. Soft Comput., 2024)

A constrained multi-objective evolutionary algorithm based on fitness landscape indicator. - Jingjing Fang; Hai-Lin Liu 001; Fangqing Gu (Appl. Soft Comput., 2024)

Transfer learning based covariance matrix adaptation for evolutionary many-objective optimization. - Tingting Li; Lei Chen 044; Yutao Lai; Hai-Lin Liu 001 (Expert Syst. Appl., 2024)

Span-based few-shot event detection via aligning external knowledge. - Tongtao Ling; Lei Chen 044; Yutao Lai; Hai-Lin Liu 001 (Neural Networks, 2024)

An objective reduction algorithm based on population decomposition and hyperplane approximation. - Ning Yang; Hai-Lin Liu 001; Junrong Xiao (Swarm Evol. Comput., 2024)

A Multiobjective Evolutionary Algorithm for Network Planning in In-Building Distributed Antenna Systems. - Pei-Qiu Huang; Shaoda Zeng; Xilei Wu; Hai-Lin Liu 001; Qingfu Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2024)

An adaptive parental guidance strategy and its derived indicator-based evolutionary algorithm for multi- and many-objective optimization. - Jiawei Yuan; Hai-Lin Liu 001; Shuiping Yang (Swarm Evol. Comput., 2024)

Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search. - Lei Chen 044; Hai-Lin Liu 001; Ke Li 001; Kay Chen Tan (IEEE Trans. Evol. Comput., 2024)

STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search. - Zicheng Cai; Lei Chen 044; Tongtao Ling; Hai-Lin Liu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

TL-MOMFEA: a transfer learning-based multi-objective multitasking optimization evolutionary algorithm. - Xuan Lu; Lei Chen 044; Hai-Lin Liu 001 (Memetic Comput., 2024)

Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm. - Weizhong Wang; Hai-Lin Liu 001 (IEEE Trans. Evol. Comput., 2024)

A Bilevel Periodically Interactive Evolutionary Algorithm for Personalized Service Customization in Wireless-Powered Cooperative MEC. - Ning Yang; Hai-Lin Liu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Dual Indicator Ranking Method for Complexly Constrained Multi-Objective Optimization. - Qian Zeng; Hailin Liu 001 (Expert Syst. J. Knowl. Eng., 2025)

Hierarchical Encoding Method for Retinal Segmentation Evolutionary Architecture Search. - Huangxu Sheng; Hai-Lin Liu 001; Yutao Lai; Shaoda Zeng; Lei Chen 044 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization. - Lei Chen 044; Yiu-Ming Cheung; Hai-Lin Liu 001; Yutao Lai (IEEE Trans. Evol. Comput., 2025)