Hai-Lin Liu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 93

Top Venues

CIS

IEEE Trans. Evol. Comput.

CEC

IEEE Trans. Cybern.

Publications

Zicheng Cai, Lei Chen, Tongtao Ling, Hai-Lin Liu
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Ning Yang, Hai-Lin Liu, Lei Chen, Yuping Wang, Yiu-ming Cheung
A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search. CEC (2024)
Lei Chen, Hai-Lin Liu, Ke Li, Kay Chen Tan
Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search. IEEE Trans. Evol. Comput. 28 (3) (2024)
Lei Chen, Kuntao Li, Hai-Lin Liu
Modeling 5G shared base station planning problem using an evolutionary bi-level optimization algorithm. Appl. Soft Comput. 165 (2024)
Pei-Qiu Huang, Shaoda Zeng, Xilei Wu, Hai-Lin Liu, Qingfu Zhang
A Multiobjective Evolutionary Algorithm for Network Planning in In-Building Distributed Antenna Systems. IEEE Trans. Netw. Sci. Eng. 11 (3) (2024)
Jiawei Yuan, Hai-Lin Liu, Shuiping Yang
An adaptive parental guidance strategy and its derived indicator-based evolutionary algorithm for multi- and many-objective optimization. Swarm Evol. Comput. 84 (2024)
Tingting Li, Lei Chen, Yutao Lai, Hai-Lin Liu
Transfer learning based covariance matrix adaptation for evolutionary many-objective optimization. Expert Syst. Appl. 246 (2024)
Ning Yang, Hai-Lin Liu, Junrong Xiao
An objective reduction algorithm based on population decomposition and hyperplane approximation. Swarm Evol. Comput. 86 (2024)
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
Span-based few-shot event detection via aligning external knowledge. Neural Networks 176 (2024)
Xilei Wu, Pei-Qiu Huang, Linqi Song, Hai-Lin Liu, Qingfu Zhang
Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System. CEC (2024)
Hongyan Chen, Hai-Lin Liu, Fangqing Gu, Kay Chen Tan
A Multiobjective Multitask Optimization Algorithm Using Transfer Rank. IEEE Trans. Evol. Comput. 27 (2) (2023)
Kuntao Li, Weizhong Wang, Hai-Lin Liu
6G shared base station planning using an evolutionary bi-level multi-objective optimization algorithm. Inf. Sci. 642 (2023)
Zicheng Cai, Lei Chen, Shaoda Zeng, Yutao Lai, Hai-Lin Liu
EST-NAS: An evolutionary strategy with gradient descent for neural architecture search. Appl. Soft Comput. 146 (2023)
Fangqing Gu, Haosen Liu, Yiu-ming Cheung, Hai-Lin Liu
A constrained multiobjective evolutionary algorithm based on adaptive constraint regulation. Knowl. Based Syst. 260 (2023)
Xuan Lu, Lei Chen, Hai-Lin Liu
A Multifactorial Evolutionary Algorithm Based on Model Knowledge Transfer. KSEM (4) (2023)
Weizhong Wang, Hai-Lin Liu, Kay Chen Tan
A Surrogate-Assisted Differential Evolution Algorithm for High-Dimensional Expensive Optimization Problems. IEEE Trans. Cybern. 53 (4) (2023)
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification. KSEM (4) (2023)
Yutao Lai, Hai-Lin Liu, Fangqing Gu, Jiechang Wen
An improved TLEA-CMA-ES for Solving Bilevel Optimization Problems. ICACI (2023)
Jiaheng Huang, Jiechang Wen, Lei Chen, Hai-Lin Liu
Transfer learning based evolutionary algorithm framework for multi-objective optimization problems. Appl. Intell. 53 (14) (2023)
Zicheng Cai, Lei Chen, Hai-Lin Liu
EPC-DARTS: Efficient partial channel connection for differentiable architecture search. Neural Networks 166 (2023)
Tongtao Ling, Lei Chen, Huangxu Sheng, Zicheng Cai, Hai-Lin Liu
Sentence-Level Event Detection Without Triggers via Prompt Learning and Machine Reading Comprehension. ADMA (4) (2023)
Chaoda Peng, Hai-Lin Liu, Erik D. Goodman, Kay Chen Tan
A two-phase framework of locating the reference point for decomposition-based constrained multi-objective evolutionary algorithms. Knowl. Based Syst. 239 (2022)
Fangqing Gu, Hai-Lin Liu, Yiu-Ming Cheung, Minyi Zheng
A Rough-to-Fine Evolutionary Multiobjective Optimization Algorithm. IEEE Trans. Cybern. 52 (12) (2022)
Jiawei Yuan, Hai-Lin Liu, Zhaoshui He
A constrained multi-objective evolutionary algorithm using valuable infeasible solutions. Swarm Evol. Comput. 68 (2022)
Lei Chen, Haosen Liu, Hai-Lin Liu, Fangqing Gu
A bi-level transformation based evolutionary algorithm framework for equality constrained optimization. Memetic Comput. 14 (4) (2022)
Lei Chen, Hai-Lin Liu, Kay Chen Tan, Ke Li
Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization. IEEE Trans. Evol. Comput. 26 (1) (2022)
Ping Wang, Fangqing Gu, Hai-Lin Liu
Location planning of electric vehicle charging stations based on a multi-objective three-level optimization model. CIS (2022)
Jiawei Yuan, Hai-Lin Liu, Yew-Soon Ong, Zhaoshui He
Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 26 (2) (2022)
Benxiang Jiang, Songze Zhang, Mengyao Shi, Hai-Lin Liu, Hongjian Shi
Alternate Level Set Evolutions With Controlled Switch for Tooth Segmentation. IEEE Access 10 (2022)
Chaoda Peng, Hai-Lin Liu, Erik D. Goodman
A Cooperative Evolutionary Framework Based on an Improved Version of Directed Weight Vectors for Constrained Multiobjective Optimization With Deceptive Constraints. IEEE Trans. Cybern. 51 (11) (2021)
Lei Chen, Hai-Lin Liu
Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization Problems. CEC (2021)
Hongyan Chen, Hai-Lin Liu, Fangqing Gu, Lei Chen
A Mutli-objective Evolutionary Algorithm with Adaptive Parallel Region Decomposition. ICACI (2021)
Ning Yang, Hai-Lin Liu
Adaptively Allocating Constraint-Handling Techniques for Constrained Multi-objective Optimization Problems. Int. J. Pattern Recognit. Artif. Intell. 35 (8) (2021)
Jiabin Lin, Hai-Lin Liu, Kay Chen Tan, Fangqing Gu
An Effective Knowledge Transfer Approach for Multiobjective Multitasking Optimization. IEEE Trans. Cybern. 51 (6) (2021)
Lei Chen, Kalyanmoy Deb, Hai-Lin Liu, Qingfu Zhang
Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms. Evol. Comput. 29 (1) (2021)
Jiawei Yuan, Hai-Lin Liu, Fangqing Gu, Qingfu Zhang, Zhaoshui He
Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions. IEEE Trans. Evol. Comput. 25 (1) (2021)
Qiang Wang, Hai-Lin Liu
Optimised joint resource allocation for NOMA MIMO-based wireless powered sensor networks. Int. J. Sens. Networks 35 (1) (2021)
Hai-Lin Liu, Fangqing Gu, Zixian Lin
Auto-sharing parameters for transfer learning based on multi-objective optimization. Integr. Comput. Aided Eng. 28 (3) (2021)
Ning Yang, Hai-Lin Liu, Jiawei Yuan
Performance investigation of I∊-indicator and I∊+-indicator based on Lp-norm. Neurocomputing 458 (2021)
Zhenhua Li, Xi Lin, Qingfu Zhang, Hai-Lin Liu
Evolution strategies for continuous optimization: A survey of the state-of-the-art. Swarm Evol. Comput. 56 (2020)
Jiabin Lin, Hai-Lin Liu, Bing Xue, Mengjie Zhang, Fangqing Gu
Multiobjective Multitasking Optimization Based on Incremental Learning. IEEE Trans. Evol. Comput. 24 (5) (2020)
Yiu-ming Cheung, Fangqing Gu, Hai-Lin Liu, Kay Chen Tan, Han Huang
Objective-Domain Dual Decomposition: An Effective Approach to Optimizing Partially Differentiable Objective Functions. IEEE Trans. Cybern. 50 (3) (2020)
Weisen Tang, Hai-Lin Liu, Lei Chen, Kay Chen Tan, Yiu-ming Cheung
Fast hypervolume approximation scheme based on a segmentation strategy. Inf. Sci. 509 (2020)
Chaoda Peng, Hai-Lin Liu, Erik D. Goodman
Handling multi-objective optimization problems with unbalanced constraints and their effects on evolutionary algorithm performance. Swarm Evol. Comput. 55 (2020)
Zhenhua Li, Jingda Deng, Weifeng Gao, Qingfu Zhang, Hai-Lin Liu
An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High Dimension. CEC (2019)
Qiang Wang, Hai-Lin Liu, Jiawei Yuan, Lei Chen
Optimizing the energy-spectrum efficiency of cellular systems by evolutionary multi-objective algorithm. Integr. Comput. Aided Eng. 26 (2) (2019)
Qiang Wang, Hai-Lin Liu, Fangqing Gu
Relay node deployment for wireless sensor networks using evolutionary multi-objective algorithm. Int. J. Sens. Networks 31 (3) (2019)
Lei Chen, Hai-Lin Liu, Kay Chen Tan, Yiu-Ming Cheung, Yuping Wang
Evolutionary Many-Objective Algorithm Using Decomposition-Based Dominance Relationship. IEEE Trans. Cybern. 49 (12) (2019)
Haosen Liu, Fangqing Gu, Hai-Lin Liu, Lei Chen
A Co-Evolution Algorithm for Solving Many-Objective Problems with Independent Objective Sets. CIS (2019)
Chaoda Peng, Hai-Lin Liu, Erik D. Goodman
Investigating the Performance of Evolutionary Algorithms on Constrained Multi-objective Optimization Problems with Deceptive Infeasible Regions. SSCI (2019)
Lei Chen, Hai-Lin Liu, Weiseng Tang
Multi-objective evolutionary triclustering with constraints of time-series gene expression data. Integr. Comput. Aided Eng. 26 (4) (2019)
Jiongcheng Li, Hai-Lin Liu
A Contracting BFGS Update in Quasi-Newton Methods for Unconstrained Optimization. CIS (2019)
Lei Chen, Kalyanmoy Deb, Hai-Lin Liu
Explicit Control of Implicit Parallelism in Decomposition-Based Evolutionary Many-Objective Optimization Algorithms [Research Frontier]. IEEE Comput. Intell. Mag. 14 (4) (2019)
Yifan Li, Hai-Lin Liu, Erik D. Goodman
Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives. Evol. Comput. 27 (2) (2019)
Chaoda Peng, Hai-Lin Liu, Fangqing Gu
A novel constraint-handling technique based on dynamic weights for constrained optimization problems. Soft Comput. 22 (12) (2018)
Jiawei Yuan, Hai-Lin Liu, Fangqing Gu
A Cost Value Based Evolutionary Many-Objective Optimization Algorithm with Neighbor Selection Strategy. CEC (2018)
Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems. IEEE Trans. Evol. Comput. 22 (3) (2018)
Zixian Lin, Hai-Lin Liu, Fangqing Gu
An Evolutionary Multi- and Many-Objective Optimization Algorithm Based on ISDE + and Region Decomposition. CIS (2018)
Ping Guo, Yuping Wang, Hai-Lin Liu, Yiu-ming Cheung
Computational Intelligence in Astronomy: Preface. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Fangqing Gu, Yiu-ming Cheung, Hai-Lin Liu, Zixian Lin
A parameterless decomposition-based evolutionary multi-objective algorithm. ICACI (2018)
Tiejun Chen, Qiang Wang, Hai-Lin Liu
FIR Digital Filter Design Based on Evolutionary Multi-Objective Algorithm. CIS (2018)
Lingzhi Han, Hai-Lin Liu, Fangqing Gu
An Objective Reduction Algorithm based on Non-dominated Solution Pairs. SSCI (2018)
Chaoda Peng, Hai-Lin Liu, Fangqing Gu
An evolutionary algorithm with directed weights for constrained multi-objective optimization. Appl. Soft Comput. 60 (2017)
Weisen Tang, Hai-Lin Liu, Lei Chen
A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy. ICIC (1) (2017)
Qiang Wang, Hai-Lin Liu
Optimized Base Station Sleeping and Renewable Energy Procurement Scheme Using PSO. Int. J. Swarm Intell. Res. 8 (1) (2017)
Fangqing Gu, Hai-Lin Liu, Yiu-ming Cheung
A Fast Objective Reduction Algorithm Based on Dominance Structure for Many Objective Optimization. SEAL (2017)
Jiabin Lin, Hai-Lin Liu, Chaoda Peng
The Effect of Feasible Region on Imbalanced Problem in Constrained Multi-objective Optimization. CIS (2017)
Fangqing Gu, Ziquan Liu, Yiu-ming Cheung, Hai-Lin Liu
Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network. SEAL (2017)
Lei Chen, Hai-Lin Liu, Kay Chen Tan
Decomposition based dominance relationship for evolutionary many-objective algorithm. SSCI (2017)
Hai-Lin Liu, Lei Chen, Kalyanmoy Deb, Erik D. Goodman
Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms. IEEE Trans. Evol. Comput. 21 (3) (2017)
Jiawei Yuan, Hai-Lin Liu, Chaoda Peng
Population Decomposition-Based Greedy Approach Algorithm for the Multi-Objective Knapsack Problems. Int. J. Pattern Recognit. Artif. Intell. 31 (4) (2017)
Qiang Wang, Hai-Lin Liu, JiongCheng Li
Jointly optimal resource allocation for MIMO-OFDMA relaying system using tensor decomposition. Int. J. Comput. Appl. Technol. 56 (1) (2017)
Qiang Wang, Hai-Lin Liu, JiongCheng Li, Yun Li
A resource allocation evolutionary algorithm for OFDM system. Int. J. Comput. Sci. Eng. 14 (1) (2017)
Lei Chen, Hai-Lin Liu, Zhun Fan, Shengli Xie, Erik D. Goodman
Modeling the Tracking Area Planning Problem Using an Evolutionary Multi-Objective Algorithm. IEEE Comput. Intell. Mag. 12 (1) (2017)
Fangqing Gu, Hai-Lin Liu
A Hierarchical Decomposition-Based Evolutionary Many-Objective Algorithm. SEAL (2017)
Qiang Wang, Tiejun Chen, Hai-Lin Liu
Resource Allocation for D2D Underlay Communication Systems Using PSO. CIS (2017)
Chaoda Peng, Hai-Lin Liu, Fangqing Gu
Solving constrained optimization using decomposition-based EMO algorithm. IJCNN (2016)
Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
An evolutionary many-objective optimisation algorithm with adaptive region decomposition. CEC (2016)
Yifan Li, Hai-Lin Liu, Fangqing Gu
An objective reduction algorithm based on hyperplane approximation for many-objective optimization problems. CEC (2016)
Qiang Wang, Hai-Lin Liu, Yiu-Ming Cheung
A Renewable Energy Cooperation Scheme for OFDM Systems Using Evolutionary Many-Objective Optimization Algorithm. CIS (2016)
Hai-Lin Liu, Chaoda Peng, Fangqing Gu, Jiechang Wen
A Constrained Multi-Objective Evolutionary Algorithm Based on Boundary Search and Archive. Int. J. Pattern Recognit. Artif. Intell. 30 (1) (2016)
Jiawei Yuan, Hai-Lin Liu
A New Dominance Relation Based on Simplex for Many Objective Optimization Problems. CIS (2016)
Yiu-ming Cheung, Fangqing Gu, Hai-Lin Liu
Objective Extraction for Many-Objective Optimization Problems: Algorithm and Test Problems. IEEE Trans. Evol. Comput. 20 (5) (2016)
Cai Dai, Yuping Wang, Miao Ye, Xingsi Xue, Hai-Lin Liu
An Orthogonal Evolutionary Algorithm With Learning Automata for Multiobjective Optimization. IEEE Trans. Cybern. 46 (12) (2016)
Chaoda Peng, Hai-Lin Liu
A Decomposition-Based Constraint-Handling Technique for Constrained Multi-objective Optimization. WI Workshops (2016)
Lei Chen, Chaoda Peng, Hai-Lin Liu, Shengli Xie
An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems. CEC (2015)
Qiang Wang, Hai-Lin Liu
Optimized base station sleeping and renewable energy procurement using PSO. CEC (2015)
Shuiqin Dai, Hai-Lin Liu, Lei Chen
Evolutionary Many-Objective Optimization Algorithm Based on Improved K-Dominance and M2M Population Decomposition. CIS (2015)
Xueyi Liang, Hai-Lin Liu, Qiang Wang
4G Heterogeneous Networks Base Station Planning Using Evolutionary Multi-objective Algorithm. CIS (2015)
Fangqing Gu, Hai-Lin Liu, Kay Chen Tan
A hybrid evolutionary multiobjective optimization algorithm with adaptive multi-fitness assignment. Soft Comput. 19 (11) (2015)
Fangqing Gu, Hai-Lin Liu, Yiu-ming Cheung, Shengli Xie
Optimal WCDMA network planning by multiobjective evolutionary algorithm with problem-specific genetic operation. Knowl. Inf. Syst. 45 (3) (2015)
Yi Xiang, Yuren Zhou, Hai-Lin Liu
An elitism based multi-objective artificial bee colony algorithm. Eur. J. Oper. Res. 245 (1) (2015)
Zhenhua Li, Hai-Lin Liu
Integrating Preference by Means of Desirability Function with Evolutionary Multi-objective Optimization. Intell. Autom. Soft Comput. 21 (2) (2015)
Lei Chen, Zhe Zheng, Hai-Lin Liu, Shengli Xie
An evolutionary algorithm based on Covariance Matrix Leaning and Searching Preference for solving CEC 2014 benchmark problems. IEEE Congress on Evolutionary Computation (2014)
Qiang Wang, Hai-Lin Liu, Zhenhua Li, Yiu-ming Cheung, Jun Zhang
An Evolutionary Algorithm for TD-LTE Resource Allocation Based on Adaptive Fairness Threshold. SEAL (2014)
Jiechang Wen, Hai-Lin Liu, Suxian Zhang, Mingqing Xiao
A new fuzzy K-EVD orthogonal complement space clustering method. Neural Comput. Appl. 24 (1) (2014)
Zhenhua Li, Hai-Lin Liu
Integrating Preferred Weights with Decomposition Based Multi-objective Evolutionary Algorithm. CIS (2014)
Lei Chen, Hai-Lin Liu
A Region Decomposition-Based Multi-objective Particle Swarm Optimization Algorithm. Int. J. Pattern Recognit. Artif. Intell. 28 (8) (2014)
Yuan Zhou, Hai-Lin Liu, Wenqin Chen, Jingqian Li
A Novel Multi-objective Evolutionary Algorithm Solving Portfolio Problem. J. Softw. 9 (1) (2014)
Hai-Lin Liu, Fangqing Gu, Yiu-ming Cheung, Shengli Xie, Jun Zhang
On Solving WCDMA Network Planning Using Iterative Power Control Scheme and Evolutionary Multiobjective Algorithm [Application Notes]. IEEE Comput. Intell. Mag. 9 (1) (2014)

Hai-Lin Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hai-Lin Liu