Modular Representation Compression: Adapting LLM Representations for Efficient and Effective Recommendation.

@inproceedings{xi-2026-modular, author = {Yunjia Xi and Menghui Zhu and Jianghao Lin and Bo Chen and Ruiming Tang and Yong Yu and Weinan Zhang}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Modular Representation Compression: Adapting LLM Representations for Efficient and Effective Recommendation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2027--2038}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809681}, doi = {https://doi.org/10.1145/3805712.3809681} }