evolutionary computation

DarwinTOD: LLM-Driven Lifelong Self-evolution for Task-oriented Dialog Systems ACL 2026 EG-ENAS: Efficient and Generalizable Evolutionary Neural Architecture Search for Image Classification AutoML 2025 FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models ICCV 2025 HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025 Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design ICML 2025 An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms IJCAI 2024 Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model ICML 2024 GAVEL: Generating Games via Evolution and Language Models NeurIPS 2024 Black-Box Sparse Adversarial Attack via Multi-Objective Optimisation CVPR 2023 Evolutionary Approach to Security Games with Signaling IJCAI 2022 Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding NeurIPS 2022 DACBench: A Benchmark Library for Dynamic Algorithm Configuration IJCAI 2021 Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm AAAI 2021 CG-GAN: An Interactive Evolutionary GAN-Based Approach for Facial Composite Generation AAAI 2020 Evolving Normalization-Activation Layers NeurIPS 2020 EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019 On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation AAAI 2019 DEAP: Evolutionary Algorithms Made Easy JMLR 2012 Evolving Static Representations for Task Transfer JMLR 2010 Evolutionary Model Type Selection for Global Surrogate Modeling JMLR 2009