APA (7th ed.) Citation

Wang, M., He, Y., Xu, C., Zhu, Z., Hao, S., Liu, N., & Zhang, W. (2025). Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation.

Chicago Style (17th ed.) Citation

Wang, Minhao, Yunhang He, Cong Xu, Zhangchi Zhu, Shuang Hao, Ning Liu, and Wei Zhang. Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation. 2025.

MLA (9th ed.) Citation

Wang, Minhao, et al. Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation. 2025.