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

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

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)

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

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

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)

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)

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)

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)

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)

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties. - Hui Li 020; Kalyanmoy Deb; Qingfu Zhang 001; Ponnuthurai N. Suganthan; Lei Chen 044 (Swarm Evol. Comput., 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)

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

Transfer Learning Based Multi-objective Particle Swarm Optimization Algorithm. - Jiaheng Huang; Lei Chen 044 (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)

An improved PCA-K-means algorithm for ancient Chinese glass classification. - Jiaxin Chen; Zhuoyan Huang; Shihong Li; Lei Chen 044 (CIS, 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)

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)

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)

Eliminating Non-dominated Sorting from NSGA-III. - Balija Santoshkumar; Kalyanmoy Deb; Lei Chen 044 (EMO, 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)

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)

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)

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)

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)

SAEFormer: stepwise attention emphasis transformer for polyp segmentation. - Yicai Tan; Lei Chen 044; Chudong Zheng; Hui Ling; Xinshan Lai (Multim. Tools Appl., 2024)

Adaptive multi-view subspace clustering algorithm based on representative features and redundant instances. - Zhuoyue Ou; Xiuqin Deng; Lei Chen 044; Jiadi Deng (Neurocomputing, 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)