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A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.
Large Language Model-Enhanced Algorithm Selection
We propose architecture-level reassembly as a new paradigm for LLM reuse, which composes Transformer blocks into novel architectures via evolutionary search, enabling flexible depth scaling and cross-model capability integration without retraining.
DAG-AS: A Robust and Explainable Automated Algorithm Selection Method. Published at ICML 2025.
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