Zhang, Y.; Wang, X.; Chen, H.; Pan, J.; Li, Q.; Zhang, J.; Jiang, J.; Mei, H.; Zhu, W. Cross-Scale Collaboration Between LLMs and Lightweight Sequential Recommenders With Domain-Specific Latent Reasoning. AAAI 2026, 40, 16415-16423.