A survey on large language models driven meta-optimizers for automated intelligent optimization.

Wenhua Li

Yan Zheng Lida Zhang Kaiwen Li Rui Wang 0070 Wenhua Li Tao Zhang 0082 Qingfu Zhang 0001 Yaochu Jin A survey on large language models driven meta-optimizers for automated intelligent optimization. 2026 February 72 59 Artif. Intell. Rev. 2 https://doi.org/10.1007/s10462-025-11470-w db/journals/air/air59.html#ZhengZLWLZZJ26 streams/journals/air

Wenhua Li Lifang Wang Min Zhao Xingzhang Lü Linwen Yi TGIAlign: Text-guided dual-branch bidirectional framework for cross-modal semantic alignment in medical vision-language. 102694 2026 128 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2025.102694 db/journals/cmig/cmig128.html#LiWZLY26 streams/journals/cmig

Wenhua Li Wahyu Setyawan Xuelin Wang Ning Gao A new self-adaptive reconstruction method to identify defects through Wigner-Seitz approach. 110080 2026 322 Comput. Phys. Commun. https://doi.org/10.1016/j.cpc.2026.110080 db/journals/cphysics/cphysics322.html#LiSWG26 streams/journals/cphysics

Junpeng Guo Jiaqi Jiang Siyuan Gou Wenhua Li The impact of Danmu-enabled video-watching experience on audience loyalty intention towards vloggers: A parasocial relationship perspective. 2026 December 27 36 Electron. Mark. 1 https://doi.org/10.1007/s12525-026-00885-0 db/journals/electronicmarkets/electronicmarkets36.html#GuoJGL26 streams/journals/electronicmarkets

Lu Zhang Zhichao Shi Wenhua Li Jiayi Luo Rui Wang Ze Liu Carbon-constrained microgrid energy management: A two-stage framework with risk optimization. 130217 2026 299 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130217 db/journals/eswa/eswa299.html#ZhangSLLWL26 streams/journals/eswa

Lida Zhang Wenhua Li Yan Zheng Xingyi Yao Rui Wang 0017 Tao Zhang 0033 High-dimensional multimodal multi-objective optimization via subspace projection and angular diversity management. 2026 131814 316 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.131814 db/journals/eswa/eswa316.html#ZhangLZYWZ26 streams/journals/eswa

Xu Yang 0020 Rui Wang 0017 Kaiwen Li Wenhua Li Weixiong Huang Wei Liu 0151 Large language model assisted meta-evolution for automated constrained optimization evolutionary algorithm design. 2026 131756 317 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.131756 db/journals/eswa/eswa317.html#YangWLLHL26 streams/journals/eswa

Wenhua Li Hongtao Li Junpeng Guo Weiguo Fan A reliability-enhanced deep ensemble learning framework for recommendation. 2026 104296 63 Inf. Manag. 2 https://doi.org/10.1016/j.im.2025.104296 db/journals/iam/iam63.html#LiLGF26 streams/journals/iam

Rui Wang 0017 Weixiong Huang Wenhua Li Xingquan Tang Tao Zhang 0033 Ling Wang 0001 An Adaptive Constraint Relaxation Strategy Based Coevolutionary Algorithm for Constrained Multi-Objective Optimization. 632-646 2026 February 10 IEEE Trans. Emerg. Top. Comput. Intell. 1 https://doi.org/10.1109/TETCI.2025.3595713 db/journals/tetci/tetci10.html#WangHLTZW26 streams/journals/tetci

Libo Wang Wenhua Li Xing Chai Yanhong Gao Dan Yu Online Scheduling on a Bounded Batch Machine with Same-Length-Job Families. 2550004:1-2550004:19 2025 October 42 Asia Pac. J. Oper. Res. 5 https://doi.org/10.1142/S0217595925500046 db/journals/apjor/apjor42.html#WangLCGY25 streams/journals/apjor

Ran Lin Huiyan Feng Wenhua Li Optimal algorithms for online batch scheduling with all possible equal-processing times under periodic pulse interruptions. 71-83 2025 370 Discret. Appl. Math. https://doi.org/10.1016/j.dam.2025.03.008 db/journals/dam/dam370.html#LinFL25 streams/journals/dam

Junpeng Guo Weidong Zhang Jinze Chen Haoran Zhang Wenhua Li Improving the accuracy and diversity of personalized recommendation through a two-stage neighborhood selection. 509-526 2025 December 26 Inf. Technol. Manag. 4 https://doi.org/10.1007/s10799-024-00433-2 db/journals/itm/itm26.html#GuoZCZL25 streams/journals/itm

Wenhua Li Yuwo Fu Junpeng Guo Jiaxin Mao The formation mechanism of the excessive use of short-form video apps: an IT affordance perspective. 2413-2440 2025 38 Inf. Technol. People 6 https://doi.org/10.1108/itp-04-2022-0253 db/journals/itp/itp38.html#LiFGM25 streams/journals/itp

Yuhan Guo 0001 Rushi Zhu Wenhua Li Youssef Boulaksil Hamid Allaoui Dynamic pick-up point recommendation with multi-modal deep forest and incentive-based adaptive Kuhn-Munkres Algorithm. 114543 2025 330 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.114543 db/journals/kbs/kbs330.html#GuoZLBA25 streams/journals/kbs

Xu Yang 0020 Rui Wang 0017 Kaiwen Li Wenhua Li Tao Zhang 0033 Exploratory landscape analysis on black-box optimization problems via Graph Neural Network. 102136 2025 99 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2025.102136 db/journals/swevo/swevo99.html#YangWLLZ25 streams/journals/swevo

Rugui Yao Lipei Liu Xiaoya Zuo Lin Yu Juan Xu Ye Fan 0006 Wenhua Li Joint Task Offloading and Power Control Optimization for IoT-Enabled Smart Cities: An Energy-Efficient Coordination via Deep Reinforcement Learning. 2517-2529 2025 May 71 IEEE Trans. Consumer Electron. 2 https://doi.org/10.1109/TCE.2025.3577809 db/journals/tce/tce71.html#YaoLZYXFL25 streams/journals/tce

Xianghai Li Chaolei Han 0002 Zhiwei Yang 0001 Gengchen Liang Wenhua Li Lan Lan 0001 Guisheng Liao A Multibaseline Clutter Suppression Approach Assisted by Online Classification for Spaceborne Distributed MIMO Radar Systems. 1-18 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3572297 db/journals/tgrs/tgrs63.html#LiHYLLLL25 streams/journals/tgrs

Qian Xiao 0001 Haolin Yu Yu Jin 0007 Hongjie Jia Yunfei Mu Huiqiao Liu Wenhua Li Remus Teodorescu Frede Blaabjerg A Novel Fault-Tolerant Operation Approach for Cascaded H-Bridge Converter-Based Battery Energy Storage Systems to Avoid Overcharge. 5497-5506 2025 June 72 IEEE Trans. Ind. Electron. 6 https://doi.org/10.1109/TIE.2024.3485716 db/journals/tie/tie72.html#XiaoYJJMLLTB25 streams/journals/tie

Xi Nan Rugui Yao Wanying Su Ye Fan 0006 Xiaoya Zuo Wenhua Li Margulan Ibraimov AN Assisted Secure ISAC Beamforming: Countering Covert Eavesdropper. 3159-3163 2025 October 14 IEEE Wirel. Commun. Lett. 10 https://doi.org/10.1109/LWC.2025.3588205 db/journals/wcl/wcl14.html#NanYSFZLI25 streams/journals/wcl

Wenhua Li A Comparative Study of Multidisciplinary Education Models in Science, Technology, and Arts: Global Perspectives and Practices. 364-377 2025 HCI (2) https://doi.org/10.1007/978-3-031-93838-2_23 conf/hci/2025-2 db/conf/hci/hci2025-2.html#Li25 streams/conf/hci Wenhua Li Quang Loc Le Yahui Song Wei-Ngan Chin Inferring Incorrectness Specifications for Object-Oriented Programs. 20-39 2025 TACAS (1) https://doi.org/10.1007/978-3-031-90643-5_2 conf/tacas/2025-1 db/conf/tacas/tacas2025-1.html#LiLSC25 streams/conf/tacas

Xu Yang 0020 Rui Wang 0017 Kaiwen Li Wenhua Li Tao Zhang 0033 Fujun He PlatMetaX: An Integrated MATLAB platform for Meta-Black-Box Optimization. 2025 March abs/2503.22722 CoRR https://doi.org/10.48550/arXiv.2503.22722 db/journals/corr/corr2503.html#abs-2503-22722 streams/journals/corr

Yifan Wang Wenhua Li Zhenlong Wang Xinrui Zhang Jianfeng Sun Qianfu Xia Zhongtao Gou Jiangang Rong Tao Ye First-Principle Modeling Framework of Boost Converter Dynamics for Precise Energy Conversions in Space. 2025 September abs/2509.06425 CoRR https://doi.org/10.48550/arXiv.2509.06425 db/journals/corr/corr2509.html#abs-2509-06425 streams/journals/corr

Xu Yang Rui Wang Kaiwen Li Wenhua Li Ling Wang Deep Reinforcement Learning-Assisted Component Auto-Configuration of Differential Evolution Algorithm for Constrained Optimization: A Foundation Model. 2025 September abs/2509.11016 CoRR https://doi.org/10.48550/arXiv.2509.11016 db/journals/corr/corr2509.html#abs-2509-11016 streams/journals/corr

Xu Yang Rui Wang Kaiwen Li Wenhua Li Weixiong Huang Large Language Model Assisted Automated Algorithm Generation and Evolution via Meta-black-box optimization. 2025 September abs/2509.13251 CoRR https://doi.org/10.48550/arXiv.2509.13251 db/journals/corr/corr2509.html#abs-2509-13251 streams/journals/corr

Weixiong Huang Rui Wang 0017 Wenhua Li Sheng Qi Tianyu Luo Delong Chen Tao Zhang 0033 Ling Wang 0001 Fully Tensorized GPU-accelerated Multi-population Evolutionary Algorithm for Constrained Multiobjective Optimization Problems. 2025 September abs/2509.19821 CoRR https://doi.org/10.48550/arXiv.2509.19821 db/journals/corr/corr2509.html#abs-2509-19821 streams/journals/corr

Yuhan Guo 0001 Wenhua Li Linfan Xiao Alok Choudhary Hamid Allaoui Enhancing efficiency and interpretability: A multi-objective dispatching strategy for autonomous service vehicles in ride-hailing. 110385 2024 194 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2024.110385 db/journals/candie/candie194.html#GuoLXCA24 streams/journals/candie

Xingyi Yao Xiaogang Pan Tao Zhang 0033 Wenhua Li Jianjiang Wang Knowledge-guided evolutionary algorithm for multi-satellite resource scheduling optimization. 130-141 2024 156 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2024.03.006 db/journals/fgcs/fgcs156.html#YaoPZLW24

Yuhan Guo 0001 Wenhua Li Linfan Xiao Hamid Allaoui A prediction-based iterative Kuhn-Munkres approach for service vehicle reallocation in ride-hailing. 3690-3715 2024 62 Int. J. Prod. Res. 10 https://doi.org/10.1080/00207543.2023.2247092 db/journals/ijpr/ijpr62.html#GuoLXA24

Yahui Song Xiang Gao 0012 Wenhua Li Wei-Ngan Chin Abhik Roychoudhury ProveNFix: Temporal Property-Guided Program Repair. 226-248 2024 1 Proc. ACM Softw. Eng. FSE https://doi.org/10.1145/3643737 https://www.wikidata.org/entity/Q131135939 db/journals/pacmse/pacmse1.html#Song0LCR24

Dewang Yang Wenhua Li Haoyue Tian Zhigao Chen Yuhang Ji Hui Dong Yongmei Wang High-Sensitivity and In Situ Multi-Component Detection of Gases Based on Multiple-Reflection-Cavity-Enhanced Raman Spectroscopy. 5825 2024 September 24 Sensors 17 https://doi.org/10.3390/s24175825 db/journals/sensors/sensors24.html#YangLTCJDW24 streams/journals/sensors

Qingxia Li Shengjun Huang Xueyang Zhang Wenhua Li Rui Wang 0017 Tao Zhang 0033 Multifactorial evolutionary algorithm for optimal reconfiguration capability of distribution networks. 101592 2024 88 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2024.101592 db/journals/swevo/swevo88.html#LiHZLWZ24 streams/journals/swevo

Wenhua Li Rui Wang 0017 Yong Heng Tao Zhang 0033 Ling Wang 0001 Knowledge-Guided Evolutionary Optimization for Large-Scale Air Defense Resource Allocation. 6267-6279 2024 December 5 IEEE Trans. Artif. Intell. 12 https://doi.org/10.1109/TAI.2024.3375263 db/journals/tai/tai5.html#LiWHZW24 streams/journals/tai

Wenhua Li Rui Wang 0017 Shengjun Huang Tao Zhang 0033 Ling Wang 0001 Large-Scale Binary Matrix Optimization for Multimicrogrids Network Structure Design. 1633-1644 2024 54 IEEE Trans. Syst. Man Cybern. Syst. 3 https://doi.org/10.1109/TSMC.2023.3329026 db/journals/tsmc/tsmc54.html#Li0H0024

Wenhua Li Liang Zhang Ran Lin Shisheng Li Scheduling on Parallel-batch Machines with Rejection and Resource Matching. 453-464 2024 COCOA (1) https://doi.org/10.1007/978-981-96-4445-2_37 conf/cocoa/2024-1 db/conf/cocoa/cocoa2024-1.html#LiZLL24 streams/conf/cocoa Bo Yan Lin Jia Xin Xiao Ming Jun Luo Mickey Mengting Zhang Wenhua Li Ze Li Enhancing the Smart User Experience of Green Spaces: A Study of Accessible Map for the Visually Impaired Persons. 30-43 2024 HCI (68) https://doi.org/10.1007/978-3-031-76818-7_3 conf/hci/2024-68 db/conf/hci/hci2024-68.html#LinXLZLL24 streams/conf/hci Wenhua Li Ziqi Ye Comparative Case Studies: Cross-cultural Communication Strategies of the Digital Platforms of Global Trade Fairs. 89-98 2024 HCI (17) https://doi.org/10.1007/978-3-031-60901-5_7 conf/hci/2024-17 db/conf/hci/hci2024-17.html#LiY24 Wenhua Li Jia Xin Xiao Mengting Zhang Optimizing Urban e-Commerce Experiences: A Cross-Cultural Interface Design Approach for Enhanced Connectivity and Consumer Engagement. 219-234 2024 HCI (4) https://doi.org/10.1007/978-3-031-60441-6_15 conf/hci/2024-4 db/conf/hci/hci2024-4.html#LiXZ24 Jiaying Huang Wenhua Li Research on Innovative Strategies of Museum Display Design to Improve User Experience. 343-358 2024 HCI (5) https://doi.org/10.1007/978-3-031-60449-2_23 conf/hci/2024-5 db/conf/hci/hci2024-5.html#HuangL24 Wei Liu 0151 Kaiwen Li Wenhua Li Rui Wang 0017 Tao Zhang 0033 Multi-Agent Deep Reinforcement Learning for Multi-Modal Orienteering Problem. 169-174 2024 SACI https://doi.org/10.1109/SACI60582.2024.10619870 conf/saci/2024 db/conf/saci/saci2024.html#LiuLL0024

Wenhua Li Libo Wang Hang Yuan Online Batch Scheduling of Incompatible Job Families with Variable Lookahead Interval. 2240012:1-2240012:15 2023 February 40 Asia Pac. J. Oper. Res. 1 https://doi.org/10.1142/S0217595922400127 db/journals/apjor/apjor40.html#LiWY23

Jianyi Qu Qianqian Zhang Xinhong Song Hong Jiang Heng Ma Wenhua Li Xiaofei Wang CT differentiation of the oncocytoma and renal cell carcinoma based on peripheral tumor parenchyma and central hypodense area characterisation. 16 2023 December 23 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-023-00972-0 db/journals/bmcmi/bmcmi23.html#QuZSJMLW23

Tao Zhang 0033 Wenhua Li Rui Wang 0017 Surrogated-assisted multimodal multi-objective optimization for hybrid renewable energy system. 2023 4075-4087 9 Complex Intell. Syst. 4 https://doi.org/10.1007/s40747-022-00943-y db/journals/comintsys/comintsys9.html#ZhangLW23 streams/journals/comintsys

Wenhua Li Xingyi Yao Kaiwen Li Rui Wang 0017 Tao Zhang 0033 Ling Wang 0001 Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization. 1544-1556 2023 10 IEEE CAA J. Autom. Sinica 7 https://doi.org/10.1109/JAS.2023.123609 db/journals/ieeejas/ieeejas10.html#LiYL00023

Shihu Xiang Changdong Zhao Songhua Hao Kui Li Wenhua Li A reliability evaluation method for electromagnetic relays based on a novel degradation-threshold-shock model with two-sided failure thresholds. 109549 2023 December 240 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2023.109549 db/journals/ress/ress240.html#XiangZHLL23

Xing Chai Wenhua Li C. T. Ng 0001 T. C. E. Cheng Approximation algorithms for batch scheduling with processing set restrictions. 523-533 2023 December 26 J. Sched. 6 https://doi.org/10.1007/s10951-022-00720-2 db/journals/scheduling/scheduling26.html#ChaiLNC23

Wenhua Li Tao Zhang 0033 Rui Wang 0017 Shengjun Huang Jing Liang Multimodal multi-objective optimization: Comparative study of the state-of-the-art. 101253 2023 March 77 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2023.101253 db/journals/swevo/swevo77.html#LiZWHL23

Xu Yang 0020 Wenhua Li Rui Wang 0017 Kang Yang Helper objective-based multifactorial evolutionary algorithm for continuous optimization. 101279 2023 78 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2023.101279 db/journals/swevo/swevo78.html#0020L0Y23

Wenhua Li Xingyi Yao Tao Zhang 0033 Rui Wang 0017 Ling Wang 0001 Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts. 98-110 2023 February 27 IEEE Trans. Evol. Comput. 1 https://doi.org/10.1109/TEVC.2022.3155757 db/journals/tec/tec27.html#LiYZWW23

Wei Liu 0151 Rui Wang 0017 Tao Zhang 0033 Kaiwen Li Wenhua Li Hisao Ishibuchi Xiangke Liao Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization. 1260-1274 2023 October 27 IEEE Trans. Evol. Comput. 5 https://doi.org/10.1109/TEVC.2022.3199045 db/journals/tec/tec27.html#LiuWZLLIL23

Wenhua Li Quang Loc Le Yahui Song Wei-Ngan Chin Incorrectness Proofs for Object-Oriented Programs via Subclass Reflection. 269-289 2023 APLAS https://doi.org/10.1007/978-981-99-8311-7_13 conf/aplas/2023 db/conf/aplas/aplas2023.html#LiLSC23 Jiaying Huang Wenhua Li Research on the Communication Mode of Mobile Applications Under the Human-Computer Interaction Mode. 40-52 2023 HCI (42) https://doi.org/10.1007/978-3-031-35921-7_4 conf/hci/2023-42 db/conf/hci/hci2023-42.html#HuangL23 Wenhua Li Xiaojie Huang A New Way to Experience Art: Experience Design and Strategies for Immersive Exhibitions. 136-149 2023 HCI (25) https://doi.org/10.1007/978-3-031-34732-0_10 conf/hci/2023-25 db/conf/hci/hci2023-25.html#LiH23a

Xingyi Yao Wenhua Li Xiaogang Pan Rui Wang 0017 Multimodal multi-objective evolutionary algorithm for multiple path planning. 108145 2022 169 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2022.108145 db/journals/candie/candie169.html#YaoLPW22

Xing Chai Wenhua Li Hang Yuan Libo Wang Online scheduling on a single machine with linear deteriorating processing times and delivery times. 1900-1912 2022 44 J. Comb. Optim. 3 https://doi.org/10.1007/s10878-020-00557-5 db/journals/jco/jco44.html#ChaiLYW22

Bo Jiang Hongtao Lei Shengjun Huang Wenhua Li Peng Jiao Two-Stage Stochastic Optimization for the Pre-Position and Reconfiguration of Microgrid Defense Resources against Natural Disasters. 6046 2022 22 Sensors 16 https://doi.org/10.3390/s22166046 https://www.wikidata.org/entity/Q114111707 db/journals/sensors/sensors22.html#JiangLHLJ22

Bo Jiang Hongtao Lei Wenhua Li Rui Wang 0017 A novel multi-objective evolutionary algorithm for hybrid renewable energy system design. 101186 2022 75 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2022.101186 https://www.wikidata.org/entity/Q115440470 db/journals/swevo/swevo75.html#JiangLLW22

Shuyin Xia Hao Zhang Wenhua Li Guoyin Wang 0001 Elisabeth Giem Zizhong Chen GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. 1231-1242 2022 34 IEEE Trans. Knowl. Data Eng. 3 https://doi.org/10.1109/TKDE.2020.2997039 db/journals/tkde/tkde34.html#XiaZLWGC22

Wenhua Li Xiaoli Huang The Interactive Design and User Experience of Virtual Museums: Case Study of the Virtual Palace Museum. 400-409 2022 HCI (11) https://doi.org/10.1007/978-3-031-06047-2_29 conf/hci/2022-11 db/conf/hci/hci2022-11.html#LiH22a

Wei Liu 0151 Rui Wang 0017 Tao Zhang 0033 Kaiwen Li Wenhua Li Hisao Ishibuchi Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization. 2022 abs/2206.10464 CoRR https://doi.org/10.48550/arXiv.2206.10464 db/journals/corr/corr2206.html#abs-2206-10464

Wenhua Li Tao Zhang 0033 Rui Wang 0017 Jing Liang Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-Art. 2022 abs/2207.04730 CoRR https://doi.org/10.48550/arXiv.2207.04730 db/journals/corr/corr2207.html#abs-2207-04730

Wenhua Li Shengjun Huang Tao Zhang 0033 Rui Wang 0017 Ling Wang 0001 Large-scale matrix optimization based multi microgrid topology design with a constrained differential evolution algorithm. 2022 abs/2207.08327 CoRR https://doi.org/10.48550/arXiv.2207.08327 db/journals/corr/corr2207.html#abs-2207-08327

Wenhua Li Xingyi Yao Kaiwen Li Rui Wang 0017 Tao Zhang 0033 Ling Wang 0001 Coevolutionary Framework for Generalized Multimodal Multi-objective Optimization. 2022 abs/2212.01219 CoRR https://doi.org/10.48550/arXiv.2212.01219 db/journals/corr/corr2212.html#abs-2212-01219

Xing Chai Wenhua Li Yuejuan Zhu Online scheduling to minimize maximum weighted flow-time on a bounded parallel-batch machine. 79-93 2021 298 Ann. Oper. Res. 1 https://doi.org/10.1007/s10479-019-03352-6 db/journals/anor/anor298.html#ChaiLZ21

Weijian Qin Zhichao Shi Wenhua Li Kaiwen Li Tao Zhang 0033 Rui Wang 0017 Multiobjective routing optimization of mobile charging vehicles for UAV power supply guarantees. 107714 2021 162 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2021.107714 db/journals/candie/candie162.html#QinSLLZW21

Jun Chen Zhechao Wan Jiacheng Zhang Wenhua Li Yanbing Chen Yuebing Li Yue Duan Medical image segmentation and reconstruction of prostate tumor based on 3D AlexNet. 105878 2021 200 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2020.105878 https://www.wikidata.org/entity/Q104288772 db/journals/cmpb/cmpb200.html#ChenWZLCLD21

Wenhua Li Guo Zhang Xu Yang 0020 Tao Zhang 0033 Hu Xu 0004 Sizing a Hybrid Renewable Energy System by a Coevolutionary Multiobjective Optimization Algorithm. 8822765:1-8822765:9 2021 2021 Complex. https://doi.org/10.1155/2021/8822765 db/journals/complexity/complexity2021.html#LiZYTX21

Ting Yu 0015 Junpeng Guo Wenhua Li Meng Lu A mixed heterogeneous factorization model for non-overlapping cross-domain recommendation. 113625 2021 151 Decis. Support Syst. https://doi.org/10.1016/j.dss.2021.113625 https://www.wikidata.org/entity/Q114190058 db/journals/dss/dss151.html#YuGLL21

Wenhua Li Xiaoguang Li Jiangzhou Deng Yong Wang 0009 Junpeng Guo Sentiment based multi-index integrated scoring method to improve the accuracy of recommender system. 115105 2021 179 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115105 db/journals/eswa/eswa179.html#LiLDWG21

Wenhua Li Jiaxin Xiao Advertising in pervasive computing age: Understanding the lifestyles of the new middle class in emerging markets. 8613-8622 2021 40 J. Intell. Fuzzy Syst. 4 https://doi.org/10.3233/JIFS-189680 db/journals/jifs/jifs40.html#LiX21

Ran Lin Wenhua Li Xing Chai On-line scheduling with equal-length jobs on parallel-batch machines to minimise maximum flow-time with delivery times. 1754-1761 2021 72 J. Oper. Res. Soc. 8 https://doi.org/10.1080/01605682.2019.1578626 https://www.wikidata.org/entity/Q128036252 db/journals/jors/jors72.html#LinLC21

Wenhua Li Tao Zhang 0033 Rui Wang 0017 Hisao Ishibuchi Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization. 1064-1078 2021 25 IEEE Trans. Evol. Comput. 6 https://doi.org/10.1109/TEVC.2021.3078441 db/journals/tec/tec25.html#LiZWI21

Wenhua Li Jiaying Huang Understanding the Value Rankings of Chinese Middle Class. 427-434 2021 AHFE (15) https://doi.org/10.1007/978-3-030-80713-9_54 conf/ahfe/2021-15 db/conf/ahfe/ahfe2021-15.html#LiH21 Wenhua Li Jiaxin Xiao Jiaying Huang Advertising and Lifestyle: A Brief History of Contemporary Chinese Advertising and Lifestyle Transition. 506-513 2021 AHFE (18) https://doi.org/10.1007/978-3-030-80094-9_60 conf/ahfe/2021-18 db/conf/ahfe/ahfe2021-18.html#LiXH21 Xu Yang Rui Wang 0017 Wenhua Li Helper Objective Assisted Evolutionary Algorithm for Multi-modal Optimization. 1946-1952 2021 CEC https://doi.org/10.1109/CEC45853.2021.9504932 conf/cec/2021 db/conf/cec/cec2021.html#YangWL21 Ming Jun Luo Jiaxin Xiao Wenhua Li Product Interventions and User Performance: Implications for Public Design to Achieve Sustainable Practice. 78-87 2021 HCI (19) https://doi.org/10.1007/978-3-030-78224-5_6 conf/hci/2021-19 db/conf/hci/hci2021-19.html#LuoXL21 Wenhua Li Jiaxin Xiao User Experience in Digital Museums: A Case Study of the Palace Museum in Beijing. 436-448 2021 HCI (33) https://doi.org/10.1007/978-3-030-77411-0_28 conf/hci/2021-33 db/conf/hci/hci2021-33.html#LiX21 Wenhua Li Shuyin Xia Zizhong Chen A Fast Attribute Reduction Algorithm of Neighborhood Rough Set. 43-48 2021 KST https://doi.org/10.1109/KST51265.2021.9415807 conf/kst/2021 db/conf/kst/kst2021.html#LiXC21 Guo Zhang Rui Wang 0017 Hongtao Lei Tao Zhang 0033 Wenhua Li Yuanming Song 0001 UAV Path Planning Based on Variable Neighborhood Search Genetic Algorithm. 205-217 2021 ICSI (2) https://doi.org/10.1007/978-3-030-78811-7_20 conf/swarm/2021-2 db/conf/swarm/icsi2021-2.html#ZhangWLZLS21

Bo Wang 0061 Ping Jiang 0008 Wenhua Li Space Product Reliability Evaluation in Two-Stage Development Based on Scaling Factor. 92565-92572 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2994951 db/journals/access/access8.html#WangJL20

Wenhua Li Xingbao Gao 0001 Ruoxia Li 0001 Stability and synchronization control of inertial neural networks with mixed delays. 2020 367 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2019.124779 https://www.wikidata.org/entity/Q127105375 db/journals/amc/amc367.html#LiGL20

Wenhua Li Guo Zhang Tao Zhang 0033 Shengjun Huang Knee Point-Guided Multiobjective Optimization Algorithm for Microgrid Dynamic Energy Management. 8877008:1-8877008:11 2020 2020 Complex. https://doi.org/10.1155/2020/8877008 db/journals/complexity/complexity2020.html#LiZZH20

Chong Qian Xiaodong Ji Zhanghua Cao Wenhua Li Transmit power minimisation for full-duplex two-way relaying systems with asymmetric packet-rates and quality-of-service requirements. 2098-2109 2020 14 IET Commun. 13 https://doi.org/10.1049/iet-com.2019.0644 db/journals/iet-com/iet-com14.html#QianJCL20

Wenhua Li Rui Wang 0017 Tao Zhang 0033 Mengjun Ming 0001 Kaiwen Li Reinvestigation of evolutionary many-objective optimization: Focus on the Pareto knee front. 193-213 2020 522 Inf. Sci. https://doi.org/10.1016/j.ins.2020.03.007 db/journals/isci/isci522.html#LiWZML20

Jiashuang Fan Suihuai Yu Mingjiu Yu Jianjie Chu Baozhen Tian Wenhua Li Hui Wang Yukun Hu Chen Chen 0079 Optimal selection of design scheme in cloud environment: A novel hybrid approach of multi-criteria decision-making based on F-ANP and F-QFD. 3371-3388 2020 38 J. Intell. Fuzzy Syst. 3 https://doi.org/10.3233/JIFS-190630 db/journals/jifs/jifs38.html#FanYYCTLWHC20

Cheng Liu 0010 Cheng Li Wenhua Li Computationally efficient MPC for path following of underactuated marine vessels using projection neural network. 7455-7464 2020 32 Neural Comput. Appl. 11 https://doi.org/10.1007/s00521-019-04273-y https://www.wikidata.org/entity/Q127805409 db/journals/nca/nca32.html#LiuLL20a

Yang Wang 0015 Zhengyang Zhou Kai Liu Xike Xie Wenhua Li Large-Scale Intelligent Taxicab Scheduling: A Distributed and Future-Aware Approach. 8176-8191 2020 69 IEEE Trans. Veh. Technol. 8 https://doi.org/10.1109/TVT.2020.2997712 db/journals/tvt/tvt69.html#WangZLXL20

Wenhua Li Lili Yi Xiang Yin Real Time Air Monitoring, Analysis and Prediction System Based on Internet of Things and LSTM. 188-194 2020 WCSP https://doi.org/10.1109/WCSP49889.2020.9299738 conf/wcsp/2020 db/conf/wcsp/wcsp2020.html#LiYY20

Shuyin Xia Wenhua Li Guoyin Wang 0001 Xinbo Gao 0001 Changqing Zhang 0002 Elisabeth Giem LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection. 2020 abs/2011.00215 CoRR https://arxiv.org/abs/2011.00215 db/journals/corr/corr2011.html#abs-2011-00215

Wenhua Li Zhipeng Jiao Qian Xiao 0001 Jinhao Meng Yunfei Mu Hongjie Jia Remus Teodorescu Frede Blaabjerg A Study on Performance Characterization Considering Six-Degree-of-Freedom Vibration Stress and Aging Stress for Electric Vehicle Battery Under Driving Conditions. 112180-112190 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2935380 db/journals/access/access7.html#LiJXMMJTB19

Ting Yu 0015 Junpeng Guo Wenhua Li Harry Jiannan Wang Ling Fan Recommendation with diversity: An adaptive trust-aware model. 2019 123 Decis. Support Syst. https://doi.org/10.1016/j.dss.2019.113073 https://www.wikidata.org/entity/Q127679793 db/journals/dss/dss123.html#YuGLWF19

Xiaodong Ji Tingting Xu Wenhua Li Liyuan Liang Study on the classification of capsule endoscopy images. 55 2019 2019 EURASIP J. Image Video Process. https://doi.org/10.1186/s13640-019-0461-4 https://www.wikidata.org/entity/Q128003779 db/journals/ejivp/ejivp2019.html#JiXLL19

Wenhua Li Xing Chai The medical laboratory scheduling for weighted flow-time. 83-94 2019 37 J. Comb. Optim. 1 https://doi.org/10.1007/s10878-017-0211-4 db/journals/jco/jco37.html#LiC19

Wenhua Li Rui Wang 0017 Tao Zhang 0033 Mengjun Ming 0001 Hongtao Lei Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm. 2019 50 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2019.100570 db/journals/swevo/swevo50.html#LiWZML19

Wenhua Li Tao Zhang 0033 Rui Wang 0017 Bo Wang 0061 Yuanming Song 0001 Xunjia Li A Knee-Point Driven Multi-objective Evolutionary Algorithm for Flexible Job Shop Scheduling. 1716-1722 2019 SSCI https://doi.org/10.1109/SSCI44817.2019.9002654 conf/ssci/2019 db/conf/ssci/ssci2019.html#LiZWWSL19

Xing Chai Lingfa Lu Wenhua Li Liqi Zhang Best-Possible Online Algorithms for Single Machine Scheduling to Minimize the Maximum Weighted Completion Time. 1850048:1-1850048:11 2018 35 Asia Pac. J. Oper. Res. 6 https://doi.org/10.1142/S0217595918500483 https://www.wikidata.org/entity/Q128968420 db/journals/apjor/apjor35.html#ChaiLLZ18

Xing Chai Wenhua Li Online scheduling with chain precedence constraints of equal-length jobs on parallel machines to minimize makespan. 472-492 2018 36 J. Comb. Optim. 2 https://doi.org/10.1007/s10878-018-0309-3 https://www.wikidata.org/entity/Q129815539 db/journals/jco/jco36.html#ChaiL18

Junpeng Guo Wenxiang Zhang Weiguo Fan Wenhua Li Combining Geographical and Social Influences with Deep Learning for Personalized Point-of-Interest Recommendation. 1121-1153 2018 35 J. Manag. Inf. Syst. 4 https://doi.org/10.1080/07421222.2018.1523564 https://www.wikidata.org/entity/Q128724972 db/journals/jmis/jmis35.html#GuoZFL18

Junpeng Guo Lihua Sun Wenhua Li Ting Yu 0015 Applying uncertainty theory to group recommender systems taking account of experts preferences. 12901-12918 2018 77 Multim. Tools Appl. 10 https://doi.org/10.1007/s11042-017-4922-4 db/journals/mta/mta77.html#GuoSLY18

Wenhua Li Xing Chai Yali Song A best possible on-line algorithm for scheduling on uniform parallel-batch machines. 68-75 2018 740 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2018.05.014 db/journals/tcs/tcs740.html#LiCS18

Cangshuai Wu Jiangyong Shi Yuexiang Yang Wenhua Li Enhancing Machine Learning Based Malware Detection Model by Reinforcement Learning. 74-78 2018 ICCNS https://doi.org/10.1145/3290480.3290494 conf/iccns/2018 db/conf/iccns/iccns2018.html#WuSYL18 Wenhua Li Lei Wang Long Wang Jiafan Jing A model based on eye movement data and artificial neutral network for product styling evaluation. 1-6 2018 ICAC https://doi.org/10.23919/IConAC.2018.8749034 conf/iconac/2018 db/conf/iconac/iconac2018.html#LiWWJ18 Jianjie Chu Wenhua Li Haicheng Yang Suihuai Yu An approach for prioritizing key factors affecting air travel experience based on grey theory and DEMATEL. 1-6 2017 ICAC https://doi.org/10.23919/IConAC.2017.8082081 conf/iconac/2017 db/conf/iconac/iconac2017.html#ChuLYY17

Wenhua Li Junpeng Guo Ying Chen Minglu Wang A New Representation of Interval Symbolic Data and Its Application in Dynamic Clustering. 149-165 2016 33 J. Classif. 1 https://doi.org/10.1007/s00357-016-9193-7 db/journals/classification/classification33.html#LiGCW16

Wenhua Li Jie Gao Jinjiang Yuan Online-List Scheduling on a Single Bounded Parallel-Batch Machine to Minimize Makespan. 2015 32 Asia Pac. J. Oper. Res. 4 https://doi.org/10.1142/S0217595915500281 db/journals/apjor/apjor32.html#LiGY15 1550028:1-1550028:15

Mengting Zhang Cees de Bont Wenhua Li Emotional Engagement for Human-Computer Interaction in Exhibition Design. 542-549 2015 HCI (1) https://doi.org/10.1007/978-3-319-20901-2_51 conf/hci/2015-1 db/conf/hci/hci2015-1.html#ZhangBL15

Chengwen Jiao Wenhua Li Jinjiang Yuan A Best Possible Online Algorithm for Scheduling to minimize Maximum Flow-Time on Bounded batch Machines. 2014 31 Asia Pac. J. Oper. Res. 4 https://doi.org/10.1142/S0217595914500304 db/journals/apjor/apjor31.html#JiaoLY14

Kangbok Lee Joseph Y.-T. Leung Zhao-Hong Jia Wenhua Li Michael L. Pinedo Bertrand M. T. Lin Fast approximation algorithms for bi-criteria scheduling with machine assignment costs. 54-64 2014 238 Eur. J. Oper. Res. 1 https://doi.org/10.1016/j.ejor.2014.03.026 db/journals/eor/eor238.html#LeeLJLPL14

Wenhua Li Jinjiang Yuan Sufang Yang Online scheduling of incompatible unit-length job families with lookahead. 120-125 2014 543 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2014.05.024 db/journals/tcs/tcs543.html#LiYY14

Qingzu Luan Caihua Ye Wenhua Li Vegetation landscape change analysis based on remote sensing in northwest of Beijing. 1-6 2013 Geoinformatics https://doi.org/10.1109/Geoinformatics.2013.6626196 conf/geoinformatics/2013 db/conf/geoinformatics/geoinformatics2013.html#LuanYL13

Junpeng Guo Wenhua Li Chenhua Li Sa Gao Standardization of interval symbolic data based on the empirical descriptive statistics. 602-610 2012 56 Comput. Stat. Data Anal. 3 https://doi.org/10.1016/j.csda.2011.09.006 db/journals/csda/csda56.html#GuoLLG12

Wenhua Li Zhenkun Zhang Sufang Yang Online algorithms for scheduling unit length jobs on parallel-batch machines with lookahead. 292-297 2012 112 Inf. Process. Lett. 7 https://doi.org/10.1016/j.ipl.2012.01.002 db/journals/ipl/ipl112.html#LiZY12

Junling Yuan Wenhua Li Jinjiang Yuan A best possible online algorithm for scheduling equal-length jobs on two machines with chain precedence constraints. 174-180 2012 457 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2012.07.009 db/journals/tcs/tcs457.html#YuanLY12

Wenhua Li Jinjiang Yuan Online scheduling on unbounded parallel-batch machines to minimize maximum flow-time. 907-911 2011 111 Inf. Process. Lett. 18 https://doi.org/10.1016/j.ipl.2011.06.008 db/journals/ipl/ipl111.html#LiY11

Jinjiang Yuan Xianglai Qi Lingfa Lu Wenhua Li Single machine unbounded parallel-batch scheduling with forbidden intervals. 1212-1217 2008 186 Eur. J. Oper. Res. 3 https://doi.org/10.1016/j.ejor.2007.02.051 db/journals/eor/eor186.html#YuanQLL08

Yanping Wan Shaohua Jin Shuguang Sun Wenhua Li The Applying of Discrete Regularization Method in Numerical Differentiation. 309-312 2008 CSSE (1) https://doi.org/10.1109/CSSE.2008.531 https://doi.ieeecomputersociety.org/10.1109/CSSE.2008.531 conf/csse/2008-1 db/conf/csse/csse2008-1.html#WanJSL08 Erik Blasch Xiaokun Li Genshe Chen Wenhua Li Image quality assessment for performance evaluation of image fusion. 1-6 2008 FUSION https://ieeexplore.ieee.org/document/4632263/ conf/fusion/2008 db/conf/fusion/fusion2008.html#BlaschLCL08 Zhi Tian Erik Blasch Wenhua Li Genshe Chen Xiaokun Li Performance evaluation of distributed compressed wideband sensing for cognitive radio networks. 1-8 2008 FUSION https://ieeexplore.ieee.org/document/4632227/ conf/fusion/2008 db/conf/fusion/fusion2008.html#TianBLCL08

Jinjiang Yuan Yundong Mu Lingfa Lu Wenhua Li Rescheduling with Release dates to minimize Total Sequence Disruption under a Limit on the makespan. 789-796 2007 24 Asia Pac. J. Oper. Res. 6 https://doi.org/10.1142/S021759590700153X db/journals/apjor/apjor24.html#YuanMLL07

Wenhua Li Jinjiang Yuan Yixun Lin A note on special optimal batching structures to minimize total weighted completion time. 475-480 2007 14 J. Comb. Optim. 4 https://doi.org/10.1007/s10878-007-9070-8 db/journals/jco/jco14.html#LiYL07

Wenhua Li Maurice Queyranne Maxim Sviridenko Jinjiang Yuan Approximation algorithms for shop scheduling problems with minsum objective: A correction. 569-570 2006 9 J. Sched. 6 https://doi.org/10.1007/s10951-006-8790-4 db/journals/scheduling/scheduling9.html#LiQSY06

Yixun Lin Wenhua Li Parallel machine scheduling of machine-dependent jobs with unit-length. 261-266 2004 156 Eur. J. Oper. Res. 1 https://doi.org/10.1016/S0377-2217(02)00914-1 db/journals/eor/eor156.html#LinL04

Wenhua Li Ezzatollah Salari A fast vector quantization encoding method for image compression. 119-123 1995 5 IEEE Trans. Circuits Syst. Video Technol. 2 https://doi.org/10.1109/76.388060 db/journals/tcsv/tcsv5.html#LiS95

Wenhua Li Ezzatollah Salari Successive elimination algorithm for motion estimation. 105-107 1995 4 IEEE Trans. Image Process. 1 https://doi.org/10.1109/83.350809 https://www.wikidata.org/entity/Q51651071 db/journals/tip/tip4.html#LiS95

Wenhua Li Ezzatollah Salari Efficient coding method for stereo image pairs. 1993 VCIP https://doi.org/10.1117/12.157906 conf/vcip/1993 db/conf/vcip/vcip1993.html#LiS93 Hamid Allaoui Frede Blaabjerg Erik Blasch Youssef Boulaksil Zhanghua Cao Xing Chai Chen Chen 0079 Delong Chen Genshe Chen Jinze Chen Jun Chen Yanbing Chen Ying Chen Zhigao Chen Zizhong Chen T. C. E. Cheng Wei-Ngan Chin Alok Choudhary Jianjie Chu Cees deBontCees de Bont Jiangzhou Deng Hui Dong Yue Duan Jiashuang Fan Ling Fan Weiguo Fan Ye Fan 0006 Huiyan Feng Yuwo Fu Jie Gao Ning Gao Sa Gao Xiang Gao 0012 Xinbo Gao 0001 Xingbao Gao 0001 Yanhong Gao Elisabeth Giem Siyuan Gou Zhongtao Gou Junpeng Guo Yuhan Guo 0001 Chaolei Han 0002 Songhua Hao Fujun He Yong Heng Yukun Hu Jiaying Huang Shengjun Huang Weixiong Huang Xiaojie Huang Xiaoli Huang Margulan Ibraimov Hisao Ishibuchi Xiaodong Ji Yuhang Ji Hongjie Jia Zhaohong JiaZhao-Hong Jia Bo Jiang Hong Jiang Jiaqi Jiang Ping Jiang 0008 Chengwen Jiao Peng Jiao Zhipeng Jiao Shaohua Jin Yaochu Jin Yu Jin 0007 Jiafan Jing Lan Lan 0001 Quang Loc Le Kangbok Lee Hongtao Lei Joseph Y.-T. Leung Cheng Li Chenhua Li Hongtao Li Kaiwen Li Kui Li Qingxia Li Ruoxia Li 0001 Shisheng Li Xianghai Li Xiaoguang Li Xiaokun Li Xunjia Li Yuebing Li Ze Li Gengchen Liang Jing Liang Liyuan Liang Guisheng Liao Xiangke Liao Bertrand M. T. Lin Bo Yan Lin Ran Lin Yixun Lin Cheng Liu 0010 Huiqiao Liu Kai Liu Lipei Liu Wei Liu 0151 Ze Liu Lingfa Lu Meng Lu Xingzhang Lü Qingzu Luan Jiayi Luo Ming Jun Luo Tianyu Luo Heng Ma Jiaxin Mao Jinhao Meng Mengjun Ming 0001 Yundong Mu Yunfei Mu Xi Nan Chi To Ng 0001C. T. Ng 0001 Xiaogang Pan Michael L. Pinedo Sheng Qi Xianglai Qi Chong Qian Weijian Qin Jianyi Qu Maurice Queyranne Jiangang Rong Abhik Roychoudhury Ezzatollah Salari Wahyu Setyawan Jiangyong Shi Zhichao Shi Xinhong Song Yahui Song Yali Song Yuanming Song 0001 Wanying Su Jianfeng Sun Lihua Sun Shuguang Sun Maxim Sviridenko Xingquan Tang Remus Teodorescu Baozhen Tian Haoyue Tian Zhi Tian Yanping Wan Zhechao Wan Bo Wang 0061 Guoyin Wang 0001 Harry J. WangHarry Jiannan Wang Hui Wang Jianjiang Wang Lei Wang Libo Wang Lifang Wang Ling Wang Ling Wang 0001 Long Wang Minglu Wang Rui Wang Rui Wang 0017 Rui Wang 0070 Xiaofei Wang Xuelin Wang Yang Wang 0015 Yifan Wang Yong Wang 0009 Yongmei Michelle WangYongmei Wang Zhenlong Wang Cangshuai Wu Qianfu Xia Shuyin Xia Shihu Xiang Jia Xin Xiao Jiaxin Xiao Linfan Xiao Qian Xiao 0001 Xike Xie Hu Xu 0004 Juan Xu Tingting Xu Dewang Yang Haicheng Yang Kang Yang Sufang Yang Xu Yang Xu Yang 0020 Yuexiang Yang Zhiwei Yang 0001 Rugui Yao Xingyi Yao Caihua Ye Tao Ye Ziqi Ye Lili Yi Linwen Yi Xiang Yin Dan Yu Haolin Yu Lin Yu Mingjiu Yu Suihuai Yu Ting Yu 0015 Hang Yuan Jinjiang Yuan Junling Yuan Changqing Zhang 0002 Guo Zhang Hao Zhang Haoran Zhang Jiacheng Zhang Liang Zhang Lida Zhang Liqi Zhang Lu Zhang Mengting Zhang Mickey Mengting Zhang Qianqian Zhang Qingfu Zhang 0001 Tao Zhang 0033 Tao Zhang 0082 Weidong Zhang Wenxiang Zhang Xinrui Zhang Xueyang Zhang Zhenkun Zhang Changdong Zhao Min Zhao Yan Zheng Zhengyang Zhou Rushi Zhu Yuejuan Zhu Xiaoya Zuo