SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs.

@inproceedings{xue-2026-silvertorch, author = {Bi Xue and Hong Wu and Lei Chen and Chao Yang and Yiming Ma and Fei Ding and Zhen Wang and Liang Wang and Xiaoheng Mao and Ke Huang and Xialu Li and Peng Xia and Rui Jian and Yanli Zhao and Yanzun Huang and Yijie Deng and Harry Tran and Ryan Chang and Min Yu and Eric Dong and Jiazhou Wang and Qianqian Zhang and Keke Zhai and Hongzhang Yin and Pawel Garbacki and Zheng Fang and Yiyi Pan and Min Ni and Yang Liu}, 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 = {{SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2139--2149}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809755}, doi = {https://doi.org/10.1145/3805712.3809755} }