Chenglin Fan

EALG: Evolutionary Adversarial Generation of Language Model-Guided Generators for Combinatorial Optimization

2025 · arXiv (Cornell University)

Generating challenging instances is crucial for the evaluation and advancement of combinatorial optimization solvers. In this work, we introduce EALG (Evolutionary Adversarial Generation of Language Model-Guided Generators), a novel framework that automates the co-evolution of …