Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Shi, Guangsi"'
Autor:
Shi, Guangsi, Deng, Xiaofeng, Luo, Linhao, Xia, Lijuan, Bao, Lei, Ye, Bei, Du, Fei, Pan, Shirui, Li, Yuxiao
Recommender systems are pivotal in enhancing user experiences across various web applications by analyzing the complicated relationships between users and items. Knowledge graphs(KGs) have been widely used to enhance the performance of recommender sy
Externí odkaz:
http://arxiv.org/abs/2406.15859
Molecular property prediction is a key component of AI-driven drug discovery and molecular characterization learning. Despite recent advances, existing methods still face challenges such as limited ability to generalize, and inadequate representation
Externí odkaz:
http://arxiv.org/abs/2405.02628
The great learning ability of deep learning models facilitates us to comprehend the real physical world, making learning to simulate complicated particle systems a promising endeavour. However, the complex laws of the physical world pose significant
Externí odkaz:
http://arxiv.org/abs/2305.12334
Spectral-temporal graph neural network is a promising abstraction underlying most time series forecasting models that are based on graph neural networks (GNNs). However, more is needed to know about the underpinnings of this branch of methods. In thi
Externí odkaz:
http://arxiv.org/abs/2305.06587
Autor:
Li, Mingjie, Liu, Rui, Shi, Guangsi, Han, Mingfei, Li, Changling, Yao, Lina, Chang, Xiaojun, Chen, Ling
Long-term time-series forecasting (LTSF) plays a crucial role in various practical applications. Transformer and its variants have become the de facto backbone for LTSF, offering exceptional capabilities in processing long sequence data. However, exi
Externí odkaz:
http://arxiv.org/abs/2207.07827
Publikováno v:
In Expert Systems With Applications 1 September 2024 249 Part A
Publikováno v:
In Neural Networks August 2024 176
Publikováno v:
In iScience 19 July 2024 27(7)
Autor:
E, Dianyu, Tan, Cong, Li, Jing, Shi, Guangsi, Liu, Yonggang, Liu, Sida, Yi, Lei, Zhou, Zongyan, Cui, Jiaxin
Publikováno v:
In Applied Thermal Engineering 15 May 2024 245
Publikováno v:
In Powder Technology 1 March 2024 436