Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Du, Huaming"'
Federated learning, a decentralized approach to machine learning, faces significant challenges such as extensive communication overheads, slow convergence, and unstable improvements. These challenges primarily stem from the gradient variance due to h
Externí odkaz:
http://arxiv.org/abs/2310.17200
Autor:
Guo, Yu, Xie, Zhilong, Chen, Xingyan, Chen, Huangen, Wang, Leilei, Du, Huaming, Wei, Shaopeng, Zhao, Yu, Li, Qing, Wu, Gang
Natural language understanding (NLU) has two core tasks: intent classification and slot filling. The success of pre-training language models resulted in a significant breakthrough in the two tasks. One of the promising solutions called BERT can joint
Externí odkaz:
http://arxiv.org/abs/2211.14829
Enterprise financial risk analysis aims at predicting the future financial risk of enterprises. Due to its wide and significant application, enterprise financial risk analysis has always been the core research topic in the fields of Finance and Manag
Externí odkaz:
http://arxiv.org/abs/2211.14997
Autor:
Zhao, Yu, Du, Huaming, Liu, Ying, Wei, Shaopeng, Chen, Xingyan, Zhuang, Fuzhen, Li, Qing, Liu, Ji, Kou, Gang
Stock Movement Prediction (SMP) aims at predicting listed companies' stock future price trend, which is a challenging task due to the volatile nature of financial markets. Recent financial studies show that the momentum spillover effect plays a signi
Externí odkaz:
http://arxiv.org/abs/2201.04965
Autor:
Zhao, Yu, Wei, Shaopeng, Du, Huaming, Chen, Xingyan, Li, Qing, Zhuang, Fuzhen, Liu, Ji, Kou, Gang
Bi-type multi-relational heterogeneous graph (BMHG) is one of the most common graphs in practice, for example, academic networks, e-commerce user behavior graph and enterprise knowledge graph. It is a critical and challenge problem on how to learn th
Externí odkaz:
http://arxiv.org/abs/2112.13078
Autor:
Guo, Yu, Xie, Zhilong, Chen, Xingyan, Chen, Huangen, Wang, Leilei, Du, Huaming, Wei, Shaopeng, Zhao, Yu, Li, Qing, Wu, Gang
Publikováno v:
In Neurocomputing 28 July 2024 591
Autor:
Du, Huaming, Xie, Zhilong, Song, Jia, Yuan, Yaoxing, Li, Jiacan, Chen, Xingyan, Chen, Huangen, Zhao, Yu, Zhuang, Fuzhen, Li, Qing
Publikováno v:
In Neurocomputing 1 March 2024 572
Autor:
Zhao, Yu, Wang, Leilei, Wang, Cui, Du, Huaming, Wei, Shaopeng, Feng, Huali, Yu, Zongjian, Li, Qing
Publikováno v:
In Neural Networks November 2022 155:340-347
Akademický článek
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Publikováno v:
In Chemical Physics 1 October 2021 550