Zobrazeno 11 - 20
of 1 902
pro vyhledávání: '"Lu, Shuai"'
Autor:
Huang, Yiming, Lin, Zhenghao, Liu, Xiao, Gong, Yeyun, Lu, Shuai, Lei, Fangyu, Liang, Yaobo, Shen, Yelong, Lin, Chen, Duan, Nan, Chen, Weizhu
Large language models (LLMs) have demonstrated impressive reasoning capabilities, yet there is ongoing debate about these abilities and the potential data contamination problem recently. This paper aims to evaluate the reasoning capacities of LLMs, s
Externí odkaz:
http://arxiv.org/abs/2312.02143
Autor:
Lan, Bin, Xu, Ji, Lu, Shuai, Liu, Yige, Xu, Fan, Zhao, Bidan, Zou, Zheng, Zhai, Ming, Wang, Junwu
Hydrogen metallurgy technology uses hydrogen as the reducing agent instead of carbon reduction, which is one of the important ways to reduce carbon dioxide emissions and ensure the green and sustainable development of iron and steel industry. Due to
Externí odkaz:
http://arxiv.org/abs/2311.03908
Integration of physics principles with data-driven methods has attracted great attention in recent few years. In this study, a physics-informed dynamic mode decomposition (piDMD) method, where the mass conservation law is integrated with a purely dat
Externí odkaz:
http://arxiv.org/abs/2311.02600
The thermal inertia of buildings brings considerable flexibility to the heating and cooling load, which is known to be a promising demand response resource. The aggregate model that can describe the thermal dynamics of the building cluster is an impo
Externí odkaz:
http://arxiv.org/abs/2310.08418
Large language models (LLMs) have exhibited remarkable ability in code generation. However, generating the correct solution in a single attempt still remains a challenge. Prior works utilize verification properties in software engineering to verify a
Externí odkaz:
http://arxiv.org/abs/2309.17272
Autor:
Lu, Shuai, Gao, Zihang, Sun, Yong, Zhang, Suhan, Li, Baoju, Hao, Chengliang, Xu, Yijun, Gu, Wei
The district heating network (DHN) is essential in enhancing the operational flexibility of integrated energy systems (IES). Yet, it is hard to obtain an accurate and concise DHN model for the operation owing to complicated network features and imper
Externí odkaz:
http://arxiv.org/abs/2308.10483
Code search is a task to find programming codes that semantically match the given natural language queries. Even though some of the existing datasets for this task are multilingual on the programming language side, their query data are only in Englis
Externí odkaz:
http://arxiv.org/abs/2306.15604
Publikováno v:
2022 IEEE High Performance Extreme Computing Conference (HPEC), Waltham, MA, USA, 2022, pp. 1-7
Convolution is the most expensive operation among neural network operations, thus its performance is critical to the overall performance of neural networks. Commonly used convolution approaches, including general matrix multiplication (GEMM)-based co
Externí odkaz:
http://arxiv.org/abs/2306.14320
Convolution is the most time-consuming operation in deep neural network operations, so its performance is critical to the overall performance of the neural network. The commonly used methods for convolution on GPU include the general matrix multiplic
Externí odkaz:
http://arxiv.org/abs/2306.14316
Most advanced unsupervised anomaly detection (UAD) methods rely on modeling feature representations of frozen encoder networks pre-trained on large-scale datasets, e.g. ImageNet. However, the features extracted from the encoders that are borrowed fro
Externí odkaz:
http://arxiv.org/abs/2306.02602