Zobrazeno 1 - 10
of 16 554
pro vyhledávání: '"He Xin"'
A driven linear oscillator and a feedback mechanism are two necessary elements of any classical periodic clock. Here, we introduce a novel, fully quantum clock using a driven oscillator in the quantum regime and coherent quantum feedback. We show tha
Externí odkaz:
http://arxiv.org/abs/2410.22926
Autor:
He, Xin, Zhang, Shunkang, Wang, Yuxin, Yin, Haiyan, Zeng, Zihao, Shi, Shaohuai, Tang, Zhenheng, Chu, Xiaowen, Tsang, Ivor, Soon, Ong Yew
Sparse Mixture of Experts (MoE) models, while outperforming dense Large Language Models (LLMs) in terms of performance, face significant deployment challenges during inference due to their high memory demands. Existing offloading techniques, which in
Externí odkaz:
http://arxiv.org/abs/2410.17954
Autor:
Han, Xumeng, Wei, Longhui, Dou, Zhiyang, Wang, Zipeng, Qiang, Chenhui, He, Xin, Sun, Yingfei, Han, Zhenjun, Tian, Qi
Mixture-of-Experts (MoE) models embody the divide-and-conquer concept and are a promising approach for increasing model capacity, demonstrating excellent scalability across multiple domains. In this paper, we integrate the MoE structure into the clas
Externí odkaz:
http://arxiv.org/abs/2410.15732
Autor:
Tang, Zhenheng, Kang, Xueze, Yin, Yiming, Pan, Xinglin, Wang, Yuxin, He, Xin, Wang, Qiang, Zeng, Rongfei, Zhao, Kaiyong, Shi, Shaohuai, Zhou, Amelie Chi, Li, Bo, He, Bingsheng, Chu, Xiaowen
To alleviate hardware scarcity in training large deep neural networks (DNNs), particularly large language models (LLMs), we present FusionLLM, a decentralized training system designed and implemented for training DNNs using geo-distributed GPUs acros
Externí odkaz:
http://arxiv.org/abs/2410.12707
Introducing foreign ions, atoms, or molecules into emerging functional materials is crucial for manipulating material physical properties and innovating device applications. The intercalation of emerging new materials can induce multiple intrinsic ch
Externí odkaz:
http://arxiv.org/abs/2410.10301
In Hilbert spaces, we consider a Tikhonov regularized mixed-order primal-dual dynamical system for a convex optimization problem with linear equality constraints. The dynamical system with general time-dependent parameters: viscous damping and tempor
Externí odkaz:
http://arxiv.org/abs/2409.17493
Dense retrieval systems are commonly used for information retrieval (IR). They rely on learning text representations through an encoder and usually require supervised modeling via labelled data which can be costly to obtain or simply unavailable. In
Externí odkaz:
http://arxiv.org/abs/2409.16497
Autocorrelation measurement is theoretically demonstrated to characterize attosecond pulses by studying the two-photon double ionization (TPDI) process. An interferometric autocorrelation curve is presented in the change of TPDI probability with the
Externí odkaz:
http://arxiv.org/abs/2409.15601
Infrared and visible image fusion aims to combine complementary information from both modalities to provide a more comprehensive scene understanding. However, due to the significant differences between the two modalities, preserving key features duri
Externí odkaz:
http://arxiv.org/abs/2409.11642