Qiqi Liu

Orcid: 0000-0003-1587-5515

According to our database¹, Qiqi Liu authored at least 53 papers between 2017 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2026

Expensive Multiobjective Optimization Guided by Attention-Enhanced Generative Models.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2026

Uni-World VLA: Interleaved World Modeling and Planning for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, March, 2026

Dual-Domain Representation Alignment: Bridging 2D and 3D Vision via Geometry-Aware Architecture Search.

[BibT_eX]

[DOI]

CoRR, March, 2026

Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., February, 2026

M3S-Net: Multimodal Feature Fusion Network Based on Multi-scale Data for Ultra-short-term PV Power Forecasting.

[BibT_eX]

[DOI]

CoRR, February, 2026

A flexible linear temporal logic-based data inference architecture for industrial process prediction.

[BibT_eX]

[DOI]

Complex Intell. Syst., 2026

2025

Path planning strategy for a space relocatable robotic manipulator based on improved GBNN algorithm.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2025

Analysis of superjunction structure of fast switching loss IGBT with non-equivalent segmented anode NPN.

[BibT_eX]

[DOI]

Microelectron. J., 2025

A novel structure of less switching loss IGBT with super junction.

[BibT_eX]

[DOI]

Microelectron. J., 2025

Gradient-based federated Bayesian optimization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

Athlete Motion Recognition and Biomechanical Analysis Based on a Multimodal CNN Framework.

[BibT_eX]

[DOI]

Yijun Bai

Yongbin Shi

Qiqi Liu

Informatica (Slovenia), 2025

Model-output-based federated Bayesian optimization.

[BibT_eX]

[DOI]

Complex Intell. Syst., 2025

Leveraging technological readiness and knowledge sources for green innovation: a resource orchestration perspective.

[BibT_eX]

[DOI]

Bus. Process. Manag. J., 2025

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Personalized Federated Learning Under Local Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Task Representation in Optimization: Utilizing Image Modalities for Effective Comparison.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2025

An Elite-Guided Large-Scale Multi-Objective Evolutionary Algorithm Driven by Denoising Diffusion Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2025

2024

Adaptive and Communication-Efficient Zeroth-Order Optimization for Distributed Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., November, 2024

A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Privacy-preserving federated Bayesian optimization with learnable noise.

[BibT_eX]

[DOI]

Qiqi Liu

Yuping Yan

Yaochu Jin

Inf. Sci., January, 2024

Federated Bayesian optimization via compressed sensing.

[BibT_eX]

[DOI]

Qiqi Liu

Leming Wu

Yaochu Jin

Inf. Sci., 2024

Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Adaptive normal vector guided evolutionary multi- and many-objective optimization.

[BibT_eX]

[DOI]

Yicun Hua

Qiqi Liu

Kuangrong Hao

Complex Intell. Syst., 2024

Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Surrogate-Assisted Many-Objective Optimization of Building Energy Management.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., November, 2023

A Social Recommendation Model Based on Basic Spatial Mapping and Bilateral Generative Adversarial Networks.

[BibT_eX]

[DOI]

Entropy, October, 2023

Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2023

A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2023

Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions.

[BibT_eX]

[DOI]

CoRR, 2023

Binary Malware Detection via Heterogeneous Information Deep Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2022

Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

A Survey on Knee-Oriented Multiobjective Evolutionary Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

A kind of fast Gaussian particle filter based on Artificial Fish School Algorithm.

[BibT_eX]

[DOI]

J. Control. Decis., 2022

Research on Denoising of Multiple Compressed Image Based on Structure-Texture Decomposition.

[BibT_eX]

[DOI]

Faguo Zhou

Qiqi Liu

Xin Wang

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

2021

A Privacy Protection Scheme for IoT Big Data Based on Time and Frequency Limitation.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2021

A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2021

Tyre pattern image retrieval - current status and challenges.

[BibT_eX]

[DOI]

Connect. Sci., 2021

Binary Vulnerability Mining Based on Long Short-Term Memory Network.

[BibT_eX]

[DOI]

Proceedings of the 2021 World Automation Congress, 2021

Fast Evolutionary Neural Architecture Search Based on Bayesian Surrogate Model.

[BibT_eX]

[DOI]

Rui Shi

Jianping Luo

Qiqi Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Tire Pattern Image Retrieval Algorithm Based on Optimized Efficientnet.

[BibT_eX]

[DOI]

Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021

2019

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).

[BibT_eX]

[DOI]

计算机科学, 2019

A many-objective evolutionary algorithm with epsilon-indicator direction vector.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A decomposition-based multi-objective evolutionary algorithm with quality indicator.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2018

A new hybrid memetic multi-objective optimization algorithm for multi-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2018

2017

An artificial bee colony algorithm for multi-objective optimisation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

Peekabot: Robot that Helps Children's Cognitive/Physical Development.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Qiqi Liu

Timeline

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Links

On csauthors.net:

Bibliography

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