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Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Haoran Yin, Shuaiqun Pan, Zhao Wei, Jian Cheng Wong, Yew-Soon Ong, Anna V. Kononova, +2 more
0citations -
Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images2020 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Floris Heutink, Valentin Koch, Berit M. Verbist, Willem-Jan van der Woude, Emmanuel A. M. Mylanus, Wendy J. Huinck, +2 more
78citations -
DistributedDesignOptimizer: A modular Python framework for Setup, Execution and Processing of Distributed Design Optimization2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sebastian Ellmaier, A.J. de Wit, Akilesh Raveendran, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova
0citations -
TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Roman Kalkreuth, Fabrício Olivetti de França, Anja Jankovič, Marie Anastacio, Zdeněk Vašíček, Holger H. Hoos
3citations -
Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems2025 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck
0citations -
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access
Haotian Zhang, Jianyong Sun, Thomas Bäck, Qingfu Zhang, Zongben Xu
27citations -
TopoEmbedX: A General Framework for Representation Learning on Topological Domains2026 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access
Florian Frantzen, Ibrahem ALJabea, Inês Henriques-Cadby, Theodore Papamarkou, Mustafa Hajij, Michael T. Schaub
0citations