no code implementations • 21 Aug 2023 • Zhixuan Chu, Hongyan Hao, Xin Ouyang, Simeng Wang, Yan Wang, Yue Shen, Jinjie Gu, Qing Cui, Longfei Li, Siqiao Xue, james Y zhang, Sheng Li
In this paper, we propose RecSysLLM, a novel pre-trained recommendation model based on LLMs.
no code implementations • 21 Aug 2023 • Yan Wang, Zhixuan Chu, Xin Ouyang, Simeng Wang, Hongyan Hao, Yue Shen, Jinjie Gu, Siqiao Xue, james Y zhang, Qing Cui, Longfei Li, Jun Zhou, Sheng Li
In this paper, we propose a novel approach that leverages large language models (LLMs) to construct personalized reasoning graphs.
no code implementations • 7 Oct 2020 • Amaury Freslon, Lucas Teyssier, Simeng Wang
We consider a natural analogue of Brownian motion on free orthogonal quantum groups and prove that it exhibits a cutoff at time $N\ln(N)$.
Probability Operator Algebras Quantum Algebra 46L53, 60G10, 20G42
no code implementations • 5 Oct 2020 • Yan Pautrat, Simeng Wang
A lemma stated by Ke Li in [arXiv:1208. 1400] has been used in e. g. [arXiv:1510. 04682, arXiv:1706. 04590, arXiv:1612. 01464, arXiv:1308. 6503, arXiv:1602. 08898] for various tasks in quantum hypothesis testing, data compression with quantum side information or quantum key distribution.
Mathematical Physics Mathematical Physics Operator Algebras Statistics Theory Quantum Physics Statistics Theory