Lei Chen

48 papers B 5C 6Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Architecture Transferability Quantifying for Multi-Task Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell.
TingJie Zhang, Hai-Lin Liu, Songyi Xiao, Lei Chen
2025 J jnl
Adaptive multi-view subspace clustering algorithm based on representative features and redundant instances.
Neurocomputing
Zhuoyue Ou, Xiuqin Deng, Lei Chen, Jiadi Deng
2025 J jnl
Elite knowledge transfer within lower-level searches for bilevel optimization.
Swarm Evol. Comput.
Yutao Lai, Hai-Lin Liu, Yukai Xu, Lei Chen
2025 J jnl
Hierarchical Encoding Method for Retinal Segmentation Evolutionary Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell.
Huangxu Sheng, Hai-Lin Liu, Yutao Lai, Shaoda Zeng, Lei Chen
2025 J jnl
M2M-Net: multi-objective neural architecture search using dynamic M2M population decomposition.
Neural Comput. Appl.
Zhiwen Tan, Daqi Guo, Junan Chen, Lei Chen
2025 J jnl
MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization.
IEEE Trans. Evol. Comput.
Lei Chen, Yiu-ming Cheung, Hai-Lin Liu, Yutao Lai
2024 B conf
A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search.
CEC
Ning Yang, Hai-Lin Liu, Lei Chen, Yuping Wang, Yiu-ming Cheung
2024 J jnl
Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search.
IEEE Trans. Evol. Comput.
Lei Chen, Hai-Lin Liu, Ke Li, Kay Chen Tan
2024 J jnl
Modeling 5G shared base station planning problem using an evolutionary bi-level optimization algorithm.
Appl. Soft Comput.
Lei Chen, Kuntao Li, Hai-Lin Liu
2024 J jnl
SAEFormer: stepwise attention emphasis transformer for polyp segmentation.
Multim. Tools Appl.
Yicai Tan, Lei Chen, Chudong Zheng, Hui Ling, Xinshan Lai
2024 J jnl
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search.
IEEE Trans. Emerg. Top. Comput. Intell.
Zicheng Cai, Lei Chen, Tongtao Ling, Hai-Lin Liu
2024 J jnl
Span-based few-shot event detection via aligning external knowledge.
Neural Networks
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
2024 J jnl
TL-MOMFEA: a transfer learning-based multi-objective multitasking optimization evolutionary algorithm.
Memetic Comput.
Xuan Lu, Lei Chen, Hai-Lin Liu
2024 J jnl
Transfer learning based covariance matrix adaptation for evolutionary many-objective optimization.
Expert Syst. Appl.
Tingting Li, Lei Chen, Yutao Lai, Hai-Lin Liu
2023 — conf
A Multifactorial Evolutionary Algorithm Based on Model Knowledge Transfer.
KSEM (4)
Xuan Lu, Lei Chen, Hai-Lin Liu
2023 J jnl
EPC-DARTS: Efficient partial channel connection for differentiable architecture search.
Neural Networks
Zicheng Cai, Lei Chen, Hai-Lin Liu
2023 J jnl
EST-NAS: An evolutionary strategy with gradient descent for neural architecture search.
Appl. Soft Comput.
Zicheng Cai, Lei Chen, Shaoda Zeng, Yutao Lai, Hai-Lin Liu
2023 C conf
Eliminating Non-dominated Sorting from NSGA-III.
EMO
Balija Santoshkumar, Kalyanmoy Deb, Lei Chen
2023 — conf
Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification.
KSEM (4)
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
2023 J jnl
Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification.
CoRR
Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu
2023 — conf
Sentence-Level Event Detection Without Triggers via Prompt Learning and Machine Reading Comprehension.
ADMA (4)
Tongtao Ling, Lei Chen, Huangxu Sheng, Zicheng Cai, Hai-Lin Liu
2023 J jnl
Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension.
CoRR
Tongtao Ling, Lei Chen, Huangxu Sheng, Zicheng Cai, Hai-Lin Liu
2023 J jnl
Transfer learning based evolutionary algorithm framework for multi-objective optimization problems.
Appl. Intell.
Jiaheng Huang, Jiechang Wen, Lei Chen, Hai-Lin Liu
2022 J jnl
A bi-level transformation based evolutionary algorithm framework for equality constrained optimization.
Memetic Comput.
Lei Chen, Haosen Liu, Hai-Lin Liu, Fangqing Gu
2022 C conf
An improved PCA-K-means algorithm for ancient Chinese glass classification.
CIS
Jiaxin Chen, Zhuoyan Huang, Shihong Li, Lei Chen
2022 J jnl
Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization.
IEEE Trans. Evol. Comput.
Lei Chen, Hai-Lin Liu, Kay Chen Tan, Ke Li
2021 — conf
A Mutli-objective Evolutionary Algorithm with Adaptive Parallel Region Decomposition.
ICACI
Hongyan Chen, Hai-Lin Liu, Fangqing Gu, Lei Chen
2021 J jnl
Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms.
Evol. Comput.
Lei Chen, Kalyanmoy Deb, Hai-Lin Liu, Qingfu Zhang
2021 B conf
Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization Problems.
CEC
Lei Chen, Hai-Lin Liu
2021 C conf
Transfer Learning Based Multi-objective Particle Swarm Optimization Algorithm.
CIS
Jiaheng Huang, Lei Chen
2020 J jnl
Fast hypervolume approximation scheme based on a segmentation strategy.
Inf. Sci.
Weisen Tang, Hai-Lin Liu, Lei Chen, Kay Chen Tan, Yiu-ming Cheung
2019 C conf
A Co-Evolution Algorithm for Solving Many-Objective Problems with Independent Objective Sets.
CIS
Haosen Liu, Fangqing Gu, Hai-Lin Liu, Lei Chen
2019 J jnl
Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties.
Swarm Evol. Comput.
Hui Li, Kalyanmoy Deb, Qingfu Zhang, Ponnuthurai N. Suganthan, Lei Chen
2019 J jnl
Evolutionary Many-Objective Algorithm Using Decomposition-Based Dominance Relationship.
IEEE Trans. Cybern.
Lei Chen, Hai-Lin Liu, Kay Chen Tan, Yiu-ming Cheung, Yuping Wang
2019 J jnl
Explicit Control of Implicit Parallelism in Decomposition-Based Evolutionary Many-Objective Optimization Algorithms [Research Frontier].
IEEE Comput. Intell. Mag.
Lei Chen, Kalyanmoy Deb, Hai-Lin Liu
2019 J jnl
Multi-objective evolutionary triclustering with constraints of time-series gene expression data.
Integr. Comput. Aided Eng.
Lei Chen, Hai-Lin Liu, Weiseng Tang
2019 J jnl
Optimizing the energy-spectrum efficiency of cellular systems by evolutionary multi-objective algorithm.
Integr. Comput. Aided Eng.
Qiang Wang, Hai-Lin Liu, Jiawei Yuan, Lei Chen
2018 J jnl
Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput.
Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
2017 — conf
A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy.
ICIC (1)
Weisen Tang, Hai-Lin Liu, Lei Chen
2017 — conf
Decomposition based dominance relationship for evolutionary many-objective algorithm.
SSCI
Lei Chen, Hai-Lin Liu, Kay Chen Tan
2017 J jnl
Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms.
IEEE Trans. Evol. Comput.
Hai-Lin Liu, Lei Chen, Kalyanmoy Deb, Erik D. Goodman
2017 J jnl
Modeling the Tracking Area Planning Problem Using an Evolutionary Multi-Objective Algorithm.
IEEE Comput. Intell. Mag.
Lei Chen, Hai-Lin Liu, Zhun Fan, Shengli Xie, Erik D. Goodman
2016 B conf
An evolutionary many-objective optimisation algorithm with adaptive region decomposition.
CEC
Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
2015 B conf
An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems.
CEC
Lei Chen, Chaoda Peng, Hai-Lin Liu, Shengli Xie
2015 C conf
Evolutionary Many-Objective Optimization Algorithm Based on Improved K-Dominance and M2M Population Decomposition.
CIS
Shuiqin Dai, Hai-Lin Liu, Lei Chen
2014 J jnl
A Region Decomposition-Based Multi-objective Particle Swarm Optimization Algorithm.
Int. J. Pattern Recognit. Artif. Intell.
Lei Chen, Hai-Lin Liu
2014 B conf
An evolutionary algorithm based on Covariance Matrix Leaning and Searching Preference for solving CEC 2014 benchmark problems.
IEEE Congress on Evolutionary Computation
Lei Chen, Zhe Zheng, Hai-Lin Liu, Shengli Xie
2013 C conf
Multi-objective Evolutionary Algorithm for 4G Base Station Planning.
CIS
Wentian Mai, Hai-Lin Liu, Lei Chen, Jiongcheng Li, Henghui Xiao