Evolutionary Algorithm

AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment ACL 2026 CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ACL 2026 Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution ACL 2026 SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization ACL 2026 A Many-Objective Problem Where Crossover Is Provably Indispensable AAAI 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025 Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025 Beyond Size-Based Metrics: Measuring Task-Specific Complexity in Symbolic Regression AISTATS 2025 Coevolutionary Emergent Systems Optimization with Applications to Ultra-High-Dimensional Metasurface Design : OAM Wave Manipulation UAI 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025 Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025 Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025 HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025 Learning Biomolecular Models using Signal Temporal Logic L4DC 2025 Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025 On the Design of a Robust Superdirective Beamformer and Topology Parameter Optimization with Frustum-Shaped Microphone Arrays Featuring Multiple Rings Interspeech 2025 Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces AAAI 2025 Speeding Up the NSGA-II with a Simple Tie-Breaking Rule AAAI 2025 STAR: Synthesis of Tailored Architectures ICLR 2025 SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025 Automatically Learning Hybrid Digital Twins of Dynamical Systems NeurIPS 2024 Chain Association-based Attacking and Shielding Natural Language Processing Systems ACML 2024 Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models NeurIPS 2024 How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024