Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin.

@inproceedings{guan-2026-make, author = {Lin Guan and Jia-Qi Yang and Zhishan Zhao and Beichuan Zhang and Bo Sun and Xuanyuan Luo and Jinan Ni and Xiaowen Li and Yuhang Qi and Zhifang Fan and Hangyu Wang and Qiwei Chen and Yi Cheng and Feng Zhang and Xiao Yang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {7989--7998}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792811}, doi = {https://doi.org/10.1145/3774904.3792811} }