Query-Attention Dual-Stream Framework with Cross-Category Transfer for Efficient Fine-Grained Interest Pre-Ranking.

@inproceedings{wang-2026-queryattention, author = {Huimu Wang and Xujun Liu and Yiming Qiu and Zhenlin He and Enqiang Xu and Yihao Wang and Jinyuan Zhao and Guangtao Nie and Songlin Wang and Mingming Li}, 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 = {{Query-Attention Dual-Stream Framework with Cross-Category Transfer for Efficient Fine-Grained Interest Pre-Ranking}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4955--4959}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808478}, doi = {https://doi.org/10.1145/3805712.3808478} }