| 2026 | PPSN | Accelerating Bilevel Evolutionary Multi-objective Optimization via Offline Parametric Pareto Set Learning. | Jiarong Ou, Yutao Lai, Hai-Lin Liu |
| 2025 | SMC | An Evolutionary Multi-objective Optimization Algorithm with Variable Consistency Strategy. | Weifeng Guan, Fangqing Gu, Xingyuan Chen, Hailong Wang, Hai-Lin Liu |
| 2024 | CEC | Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System. | Xilei Wu, Pei-Qiu Huang, Linqi Song, Hai-Lin Liu, Qingfu Zhang |
| 2024 | CEC | A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search. | Ning Yang, Hai-Lin Liu, Lei Chen, Yuping Wang, Yiu-ming Cheung |
| 2024 | IJCNN | Sample Mining Loss Based on Noise Label and Low-Quality Sample for Face Recognition. | Ye Lu, Lei Chen, Hai-Lin Liu |
| 2023 | ADMA | Sentence-Level Event Detection Without Triggers via Prompt Learning and Machine Reading Comprehension. | Tongtao Ling, Lei Chen, Huangxu Sheng, Zicheng Cai, Hai-Lin Liu |
| 2023 | DASC | A Space-Saving Based MLCS Algorithm. | Botian Jiang, Chunyang Wang, Yuanyuan Fu, Hai-Lin Liu, Ping Guo, Yuping Wang |
| 2023 | ICASSP | BHE-DARTS: Bilevel Optimization Based on Hypergradient Estimation for Differentiable Architecture Search. | Zicheng Cai, Lei Chen, Hai-Lin Liu |
| 2023 | KSEM | Evolutionary Verbalizer Search for Prompt-Based Few Shot Text Classification. | Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu |
| 2023 | KSEM | A Multifactorial Evolutionary Algorithm Based on Model Knowledge Transfer. | Xuan Lu, Lei Chen, Hai-Lin Liu |
| 2022 | CIS | Location planning of electric vehicle charging stations based on a multi-objective three-level optimization model. | Ping Wang, Fangqing Gu, Hai-Lin Liu |
| 2021 | CEC | Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization Problems. | Lei Chen, Hai-Lin Liu |
| 2021 | CIS | A Multi-Objective Bilevel Optimization Evolutionary Algorithm with Local Search. | Weizhong Wang, Hai-Lin Liu |
| 2019 | CEC | An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High Dimension. | Zhenhua Li, Jingda Deng, Weifeng Gao, Qingfu Zhang, Hai-Lin Liu |
| 2019 | CIS | A Contracting BFGS Update in Quasi-Newton Methods for Unconstrained Optimization. | Jiongcheng Li, Hai-Lin Liu |
| 2019 | CIS | A Co-Evolution Algorithm for Solving Many-Objective Problems with Independent Objective Sets. | Haosen Liu, Fangqing Gu, Hai-Lin Liu, Lei Chen |
| 2018 | CEC | A Cost Value Based Evolutionary Many-Objective Optimization Algorithm with Neighbor Selection Strategy. | Jiawei Yuan, Hai-Lin Liu, Fangqing Gu |
| 2018 | CIS | FIR Digital Filter Design Based on Evolutionary Multi-Objective Algorithm. | Tiejun Chen, Qiang Wang, Hai-Lin Liu |
| 2018 | CIS | An Evolutionary Multi- and Many-Objective Optimization Algorithm Based on ISDE + and Region Decomposition. | Zixian Lin, Hai-Lin Liu, Fangqing Gu |
| 2017 | CIS | The Effect of Feasible Region on Imbalanced Problem in Constrained Multi-objective Optimization. | Jiabin Lin, Hai-Lin Liu, Chaoda Peng |
| 2017 | CIS | Resource Allocation for D2D Underlay Communication Systems Using PSO. | Qiang Wang, Tiejun Chen, Hai-Lin Liu |
| 2016 | CEC | An objective reduction algorithm based on hyperplane approximation for many-objective optimization problems. | Yifan Li, Hai-Lin Liu, Fangqing Gu |
| 2016 | CEC | An evolutionary many-objective optimisation algorithm with adaptive region decomposition. | Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb |
| 2016 | CIS | A Renewable Energy Cooperation Scheme for OFDM Systems Using Evolutionary Many-Objective Optimization Algorithm. | Qiang Wang, Hai-Lin Liu, Yiu-Ming Cheung |
| 2016 | CIS | A New Dominance Relation Based on Simplex for Many Objective Optimization Problems. | Jiawei Yuan, Hai-Lin Liu |
| 2016 | IJCNN | Solving constrained optimization using decomposition-based EMO algorithm. | Chaoda Peng, Hai-Lin Liu, Fangqing Gu |
| 2015 | CEC | An improved Covariance Matrix Leaning and Searching Preference algorithm for solving CEC 2015 benchmark problems. | Lei Chen, Chaoda Peng, Hai-Lin Liu, Shengli Xie |
| 2015 | CEC | Optimized base station sleeping and renewable energy procurement using PSO. | Qiang Wang, Hai-Lin Liu |
| 2015 | CIS | Evolutionary Many-Objective Optimization Algorithm Based on Improved K-Dominance and M2M Population Decomposition. | Shuiqin Dai, Hai-Lin Liu, Lei Chen |
| 2015 | CIS | 4G Heterogeneous Networks Base Station Planning Using Evolutionary Multi-objective Algorithm. | Xueyi Liang, Hai-Lin Liu, Qiang Wang |
| 2014 | CEC | An evolutionary algorithm based on Covariance Matrix Leaning and Searching Preference for solving CEC 2014 benchmark problems. | Lei Chen, Zhe Zheng, Hai-Lin Liu, Shengli Xie |
| 2014 | CIS | Integrating Preferred Weights with Decomposition Based Multi-objective Evolutionary Algorithm. | Zhenhua Li, Hai-Lin Liu |
| 2013 | CEC | A constrained multiobjective evolutionary algorithm based decomposition and temporary register. | Hai-Lin Liu, Dan Wang |
| 2013 | CIS | Multi-objective Evolutionary Algorithm for 4G Base Station Planning. | Wentian Mai, Hai-Lin Liu, Lei Chen, JiongCheng Li, Henghui Xiao |
| 2013 | CIS | Dynamic Resource Allocation of TD-LTE System Based on Improved Quantum Evolutionary Algorithm. | Hong-Chao Yan, Hai-Lin Liu, Qiang Wang |
| 2013 | HCI | Fast Dynamic Channel Allocation Algorithm for TD-HSPA System. | Haidong Li, Hai-Lin Liu, Xueyi Liang |
| 2013 | IDEAL | Multi-Objective Particle Swarm Optimization Algorithm Based on Population Decomposition. | Yuan Zhao, Hai-Lin Liu |
| 2012 | CEC | A novel multiobjective differential evolutionary algorithm based on subregion search. | Hai-Lin Liu, Wenqin Chen, Fangqing Gu |
| 2012 | CIS | Preference-Based Evolutionary Multi-objective Optimization. | Zhenhua Li, Hai-Lin Liu |
| 2012 | CIS | Resource Allocation for OFDM System Based on Evolutionary Algorithm. | Qiang Wang, Hai-Lin Liu, JiongCheng Li |
| 2011 | CEC | A improved NSGA-II algorithm based on sub-regional search. | Hai-Lin Liu, Fangqing Gu |
| 2011 | CIS | The 0/1 Multi-objective Knapsack Problem Based on Regional Search. | Weiqi Chen, Zhifeng Hao, Hai-Lin Liu |
| 2010 | CIS | A Novel Weight Design in Multi-objective Evolutionary Algorithm. | Fangqing Gu, Hai-Lin Liu |
| 2010 | CIS | A Improved Fuzzy K-Subspace Clustering and Its Application in Multiple Dominant Sparse Component Analysis. | Suxian Zhang, Hai-Lin Liu |
| 2010 | ICPR | A Lip Contour Extraction Method Using Localized Active Contour Model with Automatic Parameter Selection. | Xin Liu, Yiu-ming Cheung, Meng Li, Hai-Lin Liu |
| 2009 | CIS | Evolutionary Algorithm for the Radio Planning and Coverage Optimization of 3G Cellular Networks. | Fangqing Gu, Hai-Lin Liu, Ming Li |
| 2009 | CIS | A New Algorithm Estimating the Mixing Matrix for the Sparse Component Analysis. | Suxian Zhang, Hai-Lin Liu, Jiechang Wen, Weili Chen |
| 2009 | GECCO | A bounded diameter minimum spanning tree evolutionary algorithm based on double chromosome. | Fangqing Gu, Hai-Lin Liu, Wei Liu |
| 2007 | CIS | Mixing Matrix Recovery of Underdetermined Source Separation Based on Sparse Representation. | Chu-Jun Yao, Hai-Lin Liu, Zhi-Tao Cui |
| 2005 | ISNN | A Learning Framework for Blind Source Separation Using Generalized Eigenvalues. | Hai-Lin Liu, Yiu-ming Cheung |
| 2003 | IDEAL | A Novel Multiobjective Evolutionary Algorithm Based on Min-Max Strategy. | Hai-Lin Liu, Yuping Wang |