Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential Recommendation.

@inproceedings{hu-2026-balanced, author = {Jiahao Hu and Wei Zhou and Jie Liao and Junlin Zhu and Junhao Wen and Hongyu 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 = {{Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential 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 = {579--589}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809730}, doi = {https://doi.org/10.1145/3805712.3809730} }