Zobrazeno 1 - 10
of 111 957
pro vyhledávání: '"A. Leng"'
Autor:
Zhang, Wanyue, Li, Ziyong, Yang, Wen, Leng, Chunlin, Bai, Yinan, Du, Qianlong, Zong, Chengqing, Zhang, Jiajun
During the development of large language models (LLMs), pre-training data play a critical role in shaping LLMs' capabilities. In recent years several large-scale and high-quality pre-training datasets have been released to accelerate the research of
Externí odkaz:
http://arxiv.org/abs/2411.19668
Autor:
Yao, Man, Qiu, Xuerui, Hu, Tianxiang, Hu, Jiakui, Chou, Yuhong, Tian, Keyu, Liao, Jianxing, Leng, Luziwei, Xu, Bo, Li, Guoqi
The ambition of brain-inspired Spiking Neural Networks (SNNs) is to become a low-power alternative to traditional Artificial Neural Networks (ANNs). This work addresses two major challenges in realizing this vision: the performance gap between SNNs a
Externí odkaz:
http://arxiv.org/abs/2411.16061
Autor:
Li, Zhengyi, Yang, Kang, Tan, Jin, Lu, Wen-jie, Wu, Haoqi, Wang, Xiao, Yu, Yu, Zhao, Derun, Zheng, Yancheng, Guo, Minyi, Leng, Jingwen
Transformer models have gained significant attention due to their power in machine learning tasks. Their extensive deployment has raised concerns about the potential leakage of sensitive information during inference. However, when being applied to Tr
Externí odkaz:
http://arxiv.org/abs/2411.15707
Advertising click-through rate (CTR) prediction aims to forecast the probability that a user will click on an advertisement in a given context, thus providing enterprises with decision support for product ranking and ad placement. However, CTR predic
Externí odkaz:
http://arxiv.org/abs/2411.15223
Autor:
Feng, Rui, Leng, Chenlei
Asymmetric relational data is increasingly prevalent across diverse fields, underscoring the need for directed network models to address the complex challenges posed by their unique structures. Unlike undirected models, directed models can capture re
Externí odkaz:
http://arxiv.org/abs/2411.12871
Urban Air Mobility (UAM), powered by flying cars, is poised to revolutionize urban transportation by expanding vehicle travel from the ground to the air. This advancement promises to alleviate congestion and enable faster commutes. However, the fast
Externí odkaz:
http://arxiv.org/abs/2411.06015
Autor:
Sun, Fengyu, Xie, Xinyu, Wang, Wenpeng, Weber, Stefan, Zhang, Xin, Leng, Yuxin, Li, Ruxin, Xu, Zhizhan
An isolated attosecond vortex $\gamma$-ray pulse is generated by using a relativistic spatiotemporal optical vortex (STOV) laser in particle-in-cell simulations. A $\sim$ 300-attosecond electron slice with transverse orbital angular momentum (TOAM) i
Externí odkaz:
http://arxiv.org/abs/2411.05546
We study computational problems related to the Schr\"odinger operator $H = -\Delta + V$ in the real space under the condition that (i) the potential function $V$ is smooth and has its value and derivative bounded within some polynomial of $n$ and (ii
Externí odkaz:
http://arxiv.org/abs/2411.05120
Power electronic converters are gradually becoming the main components of modern power systems due to the increasing integration of renewable energy sources. However, power converters may become unstable when interacting with the complex and time-var
Externí odkaz:
http://arxiv.org/abs/2411.03909
Retrieval Augmented Generation (RAG) has emerged as a crucial technique for enhancing the accuracy of Large Language Models (LLMs) by incorporating external information. With the advent of LLMs that support increasingly longer context lengths, there
Externí odkaz:
http://arxiv.org/abs/2411.03538