Lei Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Transfer Learning

Optimization Problems

Evolutionary Multiobjective

Evolutionary Algorithm

Top Venues

IEEE Trans. Evol. Comput.

IEEE Comput. Intell. Mag.

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)
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)
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
Span-based few-shot event detection via aligning external knowledge. Neural Networks 176 (2024)
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)
Xuan Lu, Lei Chen, Hai-Lin Liu
A Multifactorial Evolutionary Algorithm Based on Model Knowledge Transfer. KSEM (4) (2023)
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification. KSEM (4) (2023)
Balija Santoshkumar, Kalyanmoy Deb, Lei Chen
Eliminating Non-dominated Sorting from NSGA-III. EMO (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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Weisen Tang, Hai-Lin Liu, Lei Chen
A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy. ICIC (1) (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)
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)
Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
An evolutionary many-objective optimisation algorithm with adaptive region decomposition. CEC (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)
Shuiqin Dai, Hai-Lin Liu, Lei Chen
Evolutionary Many-Objective Optimization Algorithm Based on Improved K-Dominance and M2M Population Decomposition. CIS (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)
Lei Chen, Hai-Lin Liu
A Region Decomposition-Based Multi-objective Particle Swarm Optimization Algorithm. Int. J. Pattern Recognit. Artif. Intell. 28 (8) (2014)
Wentian Mai, Hai-Lin Liu, Lei Chen, JiongCheng Li, Henghui Xiao
Multi-objective Evolutionary Algorithm for 4G Base Station Planning. CIS (2013)