Multi-constrained Evolutionary Molecular Design Framework: An Interpretable Drug Design Method Combining Rule-Based Evolution and Molecular Crossover. - Shanxian Lin; Wei Xia; Yuichi Nagata; Haichuan Yang (EvoApplications (1), 2026)

Associative Constructive Evolution: Enhancing Metaheuristics through Hebbian-Learned Generative Guidance. - Shanxian Lin; Yuichi Nagata; Haichuan Yang (CoRR, 2026)