Qiqi Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 32

Top Topics

Evolutionary Algorithm

Energy Management

Artificial Fish

Top Venues

IEEE Trans. Cybern.

Publications

Jianping Luo, YongFei Dong, Qiqi Liu, Zexuan Zhu, Wenming Cao, Kay Chen Tan, Yaochu Jin
A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Qiqi Liu, Yuping Yan, Yaochu Jin
Privacy-preserving federated Bayesian optimization with learnable noise. Inf. Sci. 653 (2024)
Qiqi Liu, Yuping Yan, Péter Ligeti, Yaochu Jin
A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Qiqi Liu, Leming Wu, Yaochu Jin
Federated Bayesian optimization via compressed sensing. Inf. Sci. 681 (2024)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Felix Lanfermann, Qiqi Liu, Yaochu Jin, Sebastian Schmitt
Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions. CoRR (2023)
Guo Yu, Yaochu Jin, Markus Olhofer, Qiqi Liu, Wenli Du
Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis. IEEE Trans. Cybern. 53 (4) (2023)
Suqi Zhang, Ningjing Zhang, Wenfeng Wang, Qiqi Liu, Jianxin Li
A Social Recommendation Model Based on Basic Spatial Mapping and Bilateral Generative Adversarial Networks. Entropy 25 (10) (2023)
Qiqi Liu, Felix Lanfermann, Tobias Rodemann, Markus Olhofer, Yaochu Jin
Surrogate-Assisted Many-Objective Optimization of Building Energy Management. IEEE Comput. Intell. Mag. 18 (4) (2023)
Shufen Qin, Chaoli Sun, Qiqi Liu, Yaochu Jin
A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization. IEEE Trans. Evol. Comput. 27 (4) (2023)
Runhan Song, Lun Li, Lei Cui, Qiqi Liu, Jin Gao
Binary Malware Detection via Heterogeneous Information Deep Ensemble Learning. ICPADS (2023)
Zhaihe Zhou, Jingmin Ma, Qiqi Liu, Qingxi Zeng, Xiangrui Tian
A kind of fast Gaussian particle filter based on Artificial Fish School Algorithm. J. Control. Decis. 9 (2) (2022)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems. Knowl. Based Syst. 240 (2022)
Guo Yu, Lianbo Ma, Yaochu Jin, Wenli Du, Qiqi Liu, Hengmin Zhang
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 26 (6) (2022)
Faguo Zhou, Qiqi Liu, Xin Wang
Research on Denoising of Multiple Compressed Image Based on Structure-Texture Decomposition. CCIS (2022)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann, Guo Yu
An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. IEEE Trans. Cybern. 52 (5) (2022)
Qiqi Liu, Yuping Yan, Péter Ligeti, Yaochu Jin
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm. CoRR (2022)
Qiqi Liu, Ran Cheng, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Lei Zhang, Yu Huo, Qiang Ge, Yuxiang Ma, Qiqi Liu, Wenlei Ouyang
A Privacy Protection Scheme for IoT Big Data Based on Time and Frequency Limitation. Wirel. Commun. Mob. Comput. 2021 (2021)
Rui Shi, Jianping Luo, Qiqi Liu
Fast Evolutionary Neural Architecture Search Based on Bayesian Surrogate Model. CEC (2021)
Ying Liu, Xin Che, Qiqi Liu, Daxiang Li, Yuliang Pang, Peng Xiao, Sheikh Faisal Rashid
Tire Pattern Image Retrieval Algorithm Based on Optimized Efficientnet. AIPR (2021)
Ying Liu, Qiqi Liu, JiuLun Fan, Fuping Wang, Jianlong Fu, Yuan Qingan, Tuan Kiang Chiew, Nam Ling
Tyre pattern image retrieval - current status and challenges. Connect. Sci. 33 (2) (2021)
Yicun Hua, Qiqi Liu, Kuangrong Hao, Yaochu Jin
A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts. IEEE CAA J. Autom. Sinica 8 (2) (2021)
Wenlei Ouyang, Meng Li, Qiqi Liu, Jianchao Wang
Binary Vulnerability Mining Based on Long Short-Term Memory Network. WAC (2021)
Xiaoyan Wang, Qiqi Liu, Xiaojie Huang, Weiwei Jiang, Ming Xia
基于空间对齐和轮廓匹配的颈动脉多对比MRI三维配准方法 (Multi-contrast Carotid MRI 3D Registration Method Based on Spatial Alignment and Contour Matching). 计算机科学 46 (5) (2019)
Yun Yang, Jianping Luo, Lei Huang, Qiqi Liu
A many-objective evolutionary algorithm with epsilon-indicator direction vector. Appl. Soft Comput. 76 (2019)
Ying Liu, Yuxiang Ge, Fuping Wang, Qiqi Liu, Yanbo Lei, Dengsheng Zhang, Guojun Lu
A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification. ICASSP (2019)
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. CEC (2019)
Jianping Luo, Yun Yang, Qiqi Liu, Xia Li, Min-Rong Chen, Kaizhou Gao
A new hybrid memetic multi-objective optimization algorithm for multi-objective optimization. Inf. Sci. (2018)
Jianping Luo, Yun Yang, Xia Li, Qiqi Liu, Min-Rong Chen, Kaizhou Gao
A decomposition-based multi-objective evolutionary algorithm with quality indicator. Swarm Evol. Comput. 39 (2018)
Jianping Luo, Qiqi Liu, Yun Yang, Xia Li, Min-Rong Chen, Wenming Cao
An artificial bee colony algorithm for multi-objective optimisation. Appl. Soft Comput. 50 (2017)
Qiqi Liu, Minchul Sa, Hyunkyu Lee, Mingu Lee, Seong Woo Kim, Juhyun Eune
Peekabot: Robot that Helps Children's Cognitive/Physical Development. CHI Extended Abstracts (2017)