evolutionary algorithm

Optimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach IJCAI 2025 Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025 Procedural Synthesis of Synthesizable Molecules ICLR 2025 Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II IJCAI 2025 Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit Feedback IJCAI 2025 REvolve: Reward Evolution with Large Language Models using Human Feedback ICLR 2025 Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces AAAI 2025 Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy IJCAI 2025 Speeding Up the NSGA-II with a Simple Tie-Breaking Rule AAAI 2025 STAR: Synthesis of Tailored Architectures ICLR 2025 The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2025 Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem IJCAI 2025 Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm IJCAI 2025 Trusted Multi-View Classification via Evolutionary Multi-View Fusion ICLR 2025 Vicomtech@WMT 2025: Evolutionary Model Compression for Machine Translation EMNLP 2025 Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach ACL 2025 X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning IJCAI 2025 An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters JMLR 2024 Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models NeurIPS 2024 Automatically Learning Hybrid Digital Twins of Dynamical Systems NeurIPS 2024 Automatic Instruction Evolving for Large Language Models EMNLP 2024 Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms IJCAI 2024 Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers ICLR 2024 Core-Structures-Guided Multi-Modal Classification Neural Architecture Search IJCAI 2024 DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification AAAI 2024