SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling.

@inproceedings{liu-2026-solaris, author = {Zikun Liu and Yasushi Ogawa and Zhengyu Zhang and Jeongho Kim and Yaning Huang and Fenggang Wu and Yinan Sun and Andrei Mikheev and Qin Huang and James P. Callan and Xiaohan Wei and Y. Alp Aslandogan and Yunchen Pu and Gordon V. Cormack and Zhengkai Zhang and Lee A. Appelbaum and Liang Luo and Masajiro Iwasaki and Wei Ling and Chanyeong Heo and Jingxian Huang and Hang Qu and Kang Yin and W. Bruce Croft and Xu Cao and Clement T. Yu and Yuxin Chen and Ellie Wen and Thomas R. Lynam and Qianru Li and Feifan Gu and Victor N. Askman and Hehuan Liu and Huayu Li and Yasushi Ogawa and Zhengyu Zhang and Jill Pan and Si Li and James F. Cunningham and Varna Puvvada and Masajiro Iwasaki and Wei Ling and Kaidi Pei and Yajing Xu and Jingyi Shen and Jun Guo and Laming Chen and Zeliang Chen and Jeongho Kim and Yaning Huang and Chanyeong Heo and Jingxian Huang and Abdallah Aboelela and Chonglin Sun and Feifan Gu and Victor N. Askman and Fenggang Wu and Yinan Sun and Hang Qu and Kang Yin and Hehuan Liu and Huayu Li and Jill Pan and Si Li and Kaidi Pei and Yajing Xu and Jun Guo and Laming Chen and Longhao Jin and Andrei Mikheev and Qin Huang and Tongyi Tang and James F. Cunningham and Varna Puvvada and Wenlin Chen and James P. Callan and Xiaohan Wei and W. Bruce Croft and Xu Cao and Yantao Yao and Yuan Jin and Y. Alp Aslandogan and Yunchen Pu and Clement T. Yu and Yuxin Chen and Zijian Shen and Gordon V. Cormack and Zhengkai Zhang and Dong Liang and Ellie Wen and Thomas R. Lynam}, 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 = {{SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4769--4774}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808465}, doi = {https://doi.org/10.1145/3805712.3808465} }