Qiqi Liu

55 papers A* 2B 5Misc 1Journal 43Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A flexible linear temporal logic-based data inference architecture for industrial process prediction.
Complex Intell. Syst.
Xu Huo, Ruyu Liu, Haoyu Zhang, Qianneng Tang, Qiqi Liu, Xiufeng Liu
2026 J jnl
Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Qianlong Dang, Qiqi Liu, Shuai Yang, Xiaoyu He
2026 J jnl
Dual-Domain Representation Alignment: Bridging 2D and 3D Vision via Geometry-Aware Architecture Search.
CoRR
Haoyu Zhang, Zhihao Yu, Rui Wang, Yaochu Jin, Qiqi Liu, Ran Cheng
2026 J jnl
Expensive Multiobjective Optimization Guided by Attention-Enhanced Generative Models.
IEEE Trans. Neural Networks Learn. Syst.
Guodong Chen, Zhongzheng Wang, Qiqi Liu, Jiu Jimmy Jiao, Yaochu Jin
2026 J jnl
M3S-Net: Multimodal Feature Fusion Network Based on Multi-scale Data for Ultra-short-term PV Power Forecasting.
CoRR
Penghui Niu, Taotao Cai, Suqi Zhang, Junhua Gu, Ping Zhang, Qiqi Liu, Jianxin Li
2026 J jnl
Uni-World VLA: Interleaved World Modeling and Planning for Autonomous Driving.
CoRR
Qiqi Liu, Huan Xu, Jingyu Li, Bin Sun, Zhihui Hao, Dangen She, Xiatian Zhu, Li Zhang
2025 J jnl
A novel structure of less switching loss IGBT with super junction.
Microelectron. J.
Bokang Huang, Quanyuan Feng, Qiqi Liu, Zhiyong Qiu
2025 B conf
An Elite-Guided Large-Scale Multi-Objective Evolutionary Algorithm Driven by Denoising Diffusion Probabilistic Models.
CEC
Tingting Dang, Wenxuan Fang, Jiaqiang Li, Qiqi Liu, Junhua Gu, Yaochu Jin
2025 J jnl
Analysis of superjunction structure of fast switching loss IGBT with non-equivalent segmented anode NPN.
Microelectron. J.
Zhiyong Qiu, Quanyuan Feng, Bokang Huang, Qiqi Liu
2025 J jnl
Athlete Motion Recognition and Biomechanical Analysis Based on a Multimodal CNN Framework.
Informatica (Slovenia)
Yijun Bai, Yongbin Shi, Qiqi Liu
2025 J jnl
Gradient-based federated Bayesian optimization.
Knowl. Based Syst.
Lin Yang, Junhua Gu, Qiqi Liu, Zhigang Zhao, Yunhe Wang, Yaochu Jin
2025 J jnl
Leveraging technological readiness and knowledge sources for green innovation: a resource orchestration perspective.
Bus. Process. Manag. J.
Muhammad Khayyam, Jiang Yushi, Qiqi Liu, Hisham Idrees, Shengze Qin, Alinur Nurlegul
2025 J jnl
Model-output-based federated Bayesian optimization.
Complex Intell. Syst.
Lin Yang, Qiqi Liu, Zhigang Zhao, Yunhe Wang, Junhua Gu
2025 J jnl
Path planning strategy for a space relocatable robotic manipulator based on improved GBNN algorithm.
Robotics Auton. Syst.
Yidao Ji, Cheng Zhou, Ruiyi Lin, Qiqi Liu
2025 B conf
Task Representation in Optimization: Utilizing Image Modalities for Effective Comparison.
CEC
Zijian Jiang, Qiqi Liu, Yaochu Jin, Jiaqiang Li
2025 A* conf
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning.
ICML
Mengmeng Chen, Xiaohu Wu, Qiqi Liu, Tiantian He, Yew-Soon Ong, Yaochu Jin, Qicheng Lao, Han Yu
2025 J jnl
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning.
CoRR
Mengmeng Chen, Xiaohu Wu, Qiqi Liu, Tiantian He, Yew-Soon Ong, Yaochu Jin, Qicheng Lao, Han Yu
2024 J jnl
A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems.
IEEE Trans. Emerg. Top. Comput. Intell.
Jianping Luo, Yongfei Dong, Qiqi Liu, Zexuan Zhu, Wenming Cao, Kay Chen Tan, Yaochu Jin
2024 J jnl
A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Qiqi Liu, Yuping Yan, Péter Ligeti, Yaochu Jin
2024 J jnl
Adaptive and Communication-Efficient Zeroth-Order Optimization for Distributed Internet of Things.
IEEE Internet Things J.
Qianlong Dang, Shuai Yang, Qiqi Liu, Junhu Ruan
2024 J jnl
Adaptive normal vector guided evolutionary multi- and many-objective optimization.
Complex Intell. Syst.
Yicun Hua, Qiqi Liu, Kuangrong Hao
2024 J jnl
Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning.
CoRR
Zhilong Li, Xiaohu Wu, Xiaoli Tang, Tiantian He, Yew-Soon Ong, Mengmeng Chen, Qiqi Liu, Qicheng Lao, Han Yu
2024 J jnl
Federated Bayesian optimization via compressed sensing.
Inf. Sci.
Qiqi Liu, Leming Wu, Yaochu Jin
2024 A* conf
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning.
NeurIPS
Mengmeng Chen, Xiaohu Wu, Xiaoli Tang, Tiantian He, Yew Soon Ong, Qiqi Liu, Qicheng Lao, Han Yu
2024 J jnl
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning.
CoRR
Mengmeng Chen, Xiaohu Wu, Xiaoli Tang, Tiantian He, Yew-Soon Ong, Qiqi Liu, Qicheng Lao, Han Yu
2024 J jnl
Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems.
CoRR
Guodong Chen, Jiu Jimmy Jiao, Qiqi Liu, Zhongzheng Wang, Yaochu Jin
2024 J jnl
Privacy-preserving federated Bayesian optimization with learnable noise.
Inf. Sci.
Qiqi Liu, Yuping Yan, Yaochu Jin
2023 J jnl
A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Shufen Qin, Chaoli Sun, Qiqi Liu, Yaochu Jin
2023 J jnl
A Social Recommendation Model Based on Basic Spatial Mapping and Bilateral Generative Adversarial Networks.
Entropy
Suqi Zhang, Ningjing Zhang, Wenfeng Wang, Qiqi Liu, Jianxin Li
2023 B conf
Binary Malware Detection via Heterogeneous Information Deep Ensemble Learning.
ICPADS
Runhan Song, Lun Li, Lei Cui, Qiqi Liu, Jin Gao
2023 J jnl
Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2023 J jnl
Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions.
CoRR
Felix Lanfermann, Qiqi Liu, Yaochu Jin, Sebastian Schmitt
2023 J jnl
Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.
IEEE Trans. Cybern.
Guo Yu, Yaochu Jin, Markus Olhofer, Qiqi Liu, Wenli Du
2023 J jnl
Surrogate-Assisted Many-Objective Optimization of Building Energy Management.
IEEE Comput. Intell. Mag.
Qiqi Liu, Felix Lanfermann, Tobias Rodemann, Markus Olhofer, Yaochu Jin
2022 J jnl
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm.
CoRR
Qiqi Liu, Yuping Yan, Péter Ligeti, Yaochu Jin
2022 J jnl
A Survey on Knee-Oriented Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Guo Yu, Lianbo Ma, Yaochu Jin, Wenli Du, Qiqi Liu, Hengmin Zhang
2022 J jnl
A kind of fast Gaussian particle filter based on Artificial Fish School Algorithm.
J. Control. Decis.
Zhaihe Zhou, Jingmin Ma, Qiqi Liu, Qingxi Zeng, Xiangrui Tian
2022 J jnl
An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems.
IEEE Trans. Cybern.
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann, Guo Yu
2022 J jnl
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Qiqi Liu, Ran Cheng, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2022 — conf
Research on Denoising of Multiple Compressed Image Based on Structure-Texture Decomposition.
CCIS
Faguo Zhou, Qiqi Liu, Xin Wang
2022 J jnl
Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems.
Knowl. Based Syst.
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2021 J jnl
A Privacy Protection Scheme for IoT Big Data Based on Time and Frequency Limitation.
Wirel. Commun. Mob. Comput.
Lei Zhang, Yu Huo, Qiang Ge, Yuxiang Ma, Qiqi Liu, Wenlei Ouyang
2021 J jnl
A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts.
IEEE CAA J. Autom. Sinica
Yicun Hua, Qiqi Liu, Kuangrong Hao, Yaochu Jin
2021 — conf
Binary Vulnerability Mining Based on Long Short-Term Memory Network.
WAC
Wenlei Ouyang, Meng Li, Qiqi Liu, Jianchao Wang
2021 B conf
Fast Evolutionary Neural Architecture Search Based on Bayesian Surrogate Model.
CEC
Rui Shi, Jianping Luo, Qiqi Liu
2021 — conf
Tire Pattern Image Retrieval Algorithm Based on Optimized Efficientnet.
AIPR
Ying Liu, Xin Che, Qiqi Liu, Daxiang Li, Yuliang Pang, Peng Xiao, Sheikh Faisal Rashid
2021 J jnl
Tyre pattern image retrieval - current status and challenges.
Connect. Sci.
Ying Liu, Qiqi Liu, Jiulun Fan, Fuping Wang, Jianlong Fu, Yuan Qingan, Tuan Kiang Chiew, Nam Ling
2019 Misc conf
A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification.
ICASSP
Ying Liu, Yuxiang Ge, Fuping Wang, Qiqi Liu, Yanbo Lei, Dengsheng Zhang, Guojun Lu
2019 J jnl
A many-objective evolutionary algorithm with epsilon-indicator direction vector.
Appl. Soft Comput.
Yun Yang, Jianping Luo, Lei Huang, Qiqi Liu
2019 B conf
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts.
CEC
Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann
2019 J jnl
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
Xiaoyan Wang, Qiqi Liu, Xiaojie Huang, Weiwei Jiang, Ming Xia
2018 J jnl
A decomposition-based multi-objective evolutionary algorithm with quality indicator.
Swarm Evol. Comput.
Jianping Luo, Yun Yang, Xia Li, Qiqi Liu, Min-Rong Chen, Kaizhou Gao
2018 J jnl
A new hybrid memetic multi-objective optimization algorithm for multi-objective optimization.
Inf. Sci.
Jianping Luo, Yun Yang, Qiqi Liu, Xia Li, Min-Rong Chen, Kaizhou Gao
2017 J jnl
An artificial bee colony algorithm for multi-objective optimisation.
Appl. Soft Comput.
Jianping Luo, Qiqi Liu, Yun Yang, Xia Li, Min-Rong Chen, Wenming Cao
2017 — conf
Peekabot: Robot that Helps Children's Cognitive/Physical Development.
CHI Extended Abstracts
Qiqi Liu, Minchul Sa, Hyunkyu Lee, Mingu Lee, Seong Woo Kim, Juhyun Eune