@inproceedings{wang-etal-2026-beyond-homogeneous, title = "Beyond Homogeneous Attention: Memory-Efficient {LLM}s via {F}ourier-Approximated {KV} Cache", author = "Wang, Qiqi and He, Siyang and Liu, Xiaoran and Li, Ruixiao and Song, Yuerong and Liu, Zhigeng and Huang, Mianqiu and Huang, Zengfeng and Guo, Qipeng and He, Ziwei and Qiu, Xipeng", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2162/", pages = "49187--49205", ISBN = "979-8-89176-459-0" }