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Lei Chen
ORCID
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 27
Top Topics
Benchmark Problems
Transfer Learning
Gene Expression Data
Evolutionary Algorithm
Top Venues
CEC
IEEE Trans. Evol. Comput.
CIS
IEEE Comput. Intell. Mag.
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Publications
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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)