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

Lida Zhang

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

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

Fangnan Sun Yaxin Deng Weihua Zhao Yixue Xiong Lingxia Zhao Lida Zhang High-throughput quantitative assessment of ABA-responsive elements at single-nucleotide resolution. 2025 13 Quant. Biol. 2 https://doi.org/10.1002/qub2.87 db/journals/quanbio/quanbio13.html#SunDZXZZ25 streams/journals/quanbio

Lida Zhang Sicong Huang 0002 Anurag Das Edmund Do Namino Glantz Wendy Bevier Rony Santiago David Kerr Ricardo Gutierrez-Osuna Bobak J. Mortazavi Joint Embedding of Food Photographs and Blood Glucose for Improved Calorie Estimation. 1-4 2023 BHI https://doi.org/10.1109/BHI58575.2023.10313421 conf/bhi/2023 db/conf/bhi/bhi2023.html#ZhangHDDGBSKGM23 Lida Zhang Rohan Khera Bobak J. Mortazavi Clinical Risk Prediction Models with Meta-Learning Prototypes of Patient Heterogeneity. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10340765 conf/embc/2023 db/conf/embc/embc2023.html#ZhangKM23 Lida Zhang Bobak J. Mortazavi Semi-supervised Meta-learning for Multi-source Heterogeneity in Time-series Data. 923-941 2023 MLHC https://proceedings.mlr.press/v219/zhang23a.html conf/mlhc/2023 db/conf/mlhc/mlhc2023.html#ZhangM23

Lida Zhang Valentin Walther Klaus Mølmer Thomas Pohl Photon-photon interactions in Rydberg-atom arrays. 674 2022 6 Quantum https://doi.org/10.22331/q-2022-03-30-674 db/journals/quantum/quantum6.html#ZhangWMP22

Zepeng Huo Lida Zhang Rohan Khera Shuai Huang 0001 Xiaoning Qian Zhangyang Wang Bobak J. Mortazavi Sparse Gated Mixture-of-Experts to Separate and Interpret Patient Heterogeneity in EHR data. 1-4 2021 BHI https://doi.org/10.1109/BHI50953.2021.9508549 conf/bhi/2021 db/conf/bhi/bhi2021.html#HuoZKHQWM21 Lida Zhang Xiaohan Chen 0001 Tianlong Chen 0001 Zhangyang Wang Bobak J. Mortazavi DynEHR: Dynamic adaptation of models with data heterogeneity in electronic health records. 1-4 2021 BHI https://doi.org/10.1109/BHI50953.2021.9508558 conf/bhi/2021 db/conf/bhi/bhi2021.html#ZhangCCWM21 Xingyu Wang Lida Zhang Diego Klabjan Keyword-based Topic Modeling and Keyword Selection. 1148-1154 2021 IEEE BigData https://doi.org/10.1109/BigData52589.2021.9671416 conf/bigdataconf/2021 db/conf/bigdataconf/bigdataconf2021.html#WangZK21 Lida Zhang Abdolghani Ebrahimi Diego Klabjan Layer Flexible Adaptive Computation Time. 1-9 2021 IJCNN https://doi.org/10.1109/IJCNN52387.2021.9534317 conf/ijcnn/2021 db/conf/ijcnn/ijcnn2021.html#ZhangEK21

Yichen He Xiujuan Zhou Ziyan Chen Xiangyu Deng Andrew Gehring Hongyu Ou Lida Zhang Xianming Shi PRAP: Pan Resistome analysis pipeline. 20 2020 21 BMC Bioinform. 1 https://doi.org/10.1186/s12859-019-3335-y https://www.wikidata.org/entity/Q92665749 db/journals/bmcbi/bmcbi21.html#HeZCDGOZS20

Lida Zhang Nathan C. Hurley Bassem Ibrahim Erica S. Spatz Harlan M. Krumholz Roozbeh Jafari Bobak Jack Mortazavi Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks. 97-120 2020 MLHC http://proceedings.mlr.press/v126/zhang20a.html conf/mlhc/2020 db/conf/mlhc/mlhc2020.html#ZhangHISKJM20

Xingyu Wang Lida Zhang Diego Klabjan Keyword-based Topic Modeling and Keyword Selection. 2020 abs/2001.07866 CoRR https://arxiv.org/abs/2001.07866 db/journals/corr/corr2001.html#abs-2001-07866

Lida Zhang Nathan C. Hurley Bassem Ibrahim Erica S. Spatz Harlan M. Krumholz Roozbeh Jafari Bobak J. Mortazavi Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks. 2020 abs/2007.12802 CoRR https://arxiv.org/abs/2007.12802 db/journals/corr/corr2007.html#abs-2007-12802

Zachary D. King Judith Moskowitz Begum Egilmez Shibo Zhang Lida Zhang Michael Bass John A. Rogers Roozbeh Ghaffari Laurie Wakschlag Nabil Alshurafa micro-Stress EMA: A Passive Sensing Framework for Detecting in-the-wild Stress in Pregnant Mothers. 91:1-91:22 2019 3 Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 https://doi.org/10.1145/3351249 https://www.wikidata.org/entity/Q95301277 db/journals/imwut/imwut3.html#KingMEZZBRGWA19

Lida Zhang Zachary D. King Begum Egilmez Jonathan T. Reeder Roozbeh Ghaffari John A. Rogers Kristen Rosen Michael Bass Judith Moskowitz Darius Tandon Lauren S. Wakschlag Nabil Alshurafa Measuring fine-grained heart-rate using a flexible wearable sensor in the presence of noise. 160-164 2018 BSN https://doi.org/10.1109/BSN.2018.8329683 conf/bsn/2018 db/conf/bsn/bsn2018.html#ZhangKERGRRBMTW18

Lida Zhang Diego Klabjan Layer Flexible Adaptive Computational Time for Recurrent Neural Networks. 2018 abs/1812.02335 CoRR http://arxiv.org/abs/1812.02335 db/journals/corr/corr1812.html#abs-1812-02335

Lida Zhang Yuyi Huang Zehong Zou Ying He Ximo Chen Ailin Tao SORTALLER: predicting allergens using substantially optimized algorithm on allergen family featured peptides. 2178-2179 2012 28 Bioinform. 16 https://doi.org/10.1093/bioinformatics/bts326 https://www.wikidata.org/entity/Q51355682 db/journals/bioinformatics/bioinformatics28.html#ZhangHZHCT12

Youfang Cao Shi Liu Lida Zhang Jie Qin Jiang Wang Kexuan Tang Prediction of protein structural class with Rough Sets. 20 2006 7 BMC Bioinform. https://doi.org/10.1186/1471-2105-7-20 https://www.wikidata.org/entity/Q25255963 db/journals/bmcbi/bmcbi7.html#CaoLZQWT06

Lida Zhang Dejun Yuan Shunwu Yu Zhugang Li Youfang Cao Zhiqi Miao Hongmei Qian Kexuan Tang Preference of simple sequence repeats in coding and non-coding regions of Arabidopsis thaliana. 1081-1086 2004 20 Bioinform. 7 https://doi.org/10.1093/bioinformatics/bth043 https://www.wikidata.org/entity/Q42619148 db/journals/bioinformatics/bioinformatics20.html#ZhangYYLCMQT04

Nabil Alshurafa Michael Bass Wendy Bevier Youfang Cao Tianlong Chen 0001 Xiaohan Chen 0001 Ximo Chen Ziyan Chen Anurag Das Xiangyu Deng Yaxin Deng Edmund Do Abdolghani Ebrahimi Begum Egilmez Andrew Gehring Roozbeh Ghaffari Namino Glantz Ricardo Gutierrez-Osuna Yichen He Ying He Shuai Huang 0001 Sicong Huang 0002 Yuyi Huang Zepeng Huo Nathan C. Hurley Bassem Ibrahim Roozbeh Jafari Yaochu Jin David Kerr Rohan Khera Zachary D. King Diego Klabjan Harlan M. Krumholz Kaiwen Li Wenhua Li Zhugang Li Shi Liu Zhiqi Miao Klaus Mølmer Bobak MortazaviBobak J. MortazaviBobak Jack Mortazavi Judith Moskowitz Hongyu Ou Thomas Pohl Hongmei Qian Xiaoning Qian Jie Qin Jonathan T. Reeder John A. Rogers Kristen Rosen Rony Santiago Xianming Shi Erica S. Spatz Fangnan Sun Darius Tandon Kexuan Tang Ailin Tao Lauren S. WakschlagLaurie Wakschlag Valentin Walther Jiang Wang Rui Wang 0017 Rui Wang 0070 Xingyu Wang Zhangyang Wang Yixue Xiong Xingyi Yao Shunwu Yu Dejun Yuan Qingfu Zhang 0001 Shibo Zhang Tao Zhang 0033 Tao Zhang 0082 Lingxia Zhao Weihua Zhao Yan Zheng Xiujuan Zhou Zehong Zou