Zobrazeno 1 - 10
of 115
pro vyhledávání: '"Du, Yiheng"'
Imposing known physical constraints, such as conservation laws, during neural network training introduces an inductive bias that can improve accuracy, reliability, convergence, and data efficiency for modeling physical dynamics. While such constraint
Externí odkaz:
http://arxiv.org/abs/2402.13412
We present Neural Spectral Methods, a technique to solve parametric Partial Differential Equations (PDEs), grounded in classical spectral methods. Our method uses orthogonal bases to learn PDE solutions as mappings between spectral coefficients. In c
Externí odkaz:
http://arxiv.org/abs/2312.05225
Autor:
Wang, Qinlong, Lan, Tingfeng, Tang, Yinghao, Huang, Ziling, Du, Yiheng, Zhang, Haitao, Sha, Jian, Lu, Hui, Zhou, Yuanchun, Zhang, Ke, Tang, Mingjie
Deep learning recommendation models (DLRM) rely on large embedding tables to manage categorical sparse features. Expanding such embedding tables can significantly enhance model performance, but at the cost of increased GPU/CPU/memory usage. Meanwhile
Externí odkaz:
http://arxiv.org/abs/2304.01468
Recently, subgraph GNNs have emerged as an important direction for developing expressive graph neural networks (GNNs). While numerous architectures have been proposed, so far there is still a limited understanding of how various design paradigms diff
Externí odkaz:
http://arxiv.org/abs/2302.07090
Autor:
Du, Yiheng, Olsson, Jonas, Isberg, Kristina, Strömqvist, Johan, Hundecha, Yeshewatesfa, Silva, Benedito Cláudio da, Rafee, Sameh Adib Abou, Fragoso Jr, Carlos Ruberto, Beldring, Stein, Hansen, Anna, Uvo, Cintia Bertacchi, Sörensen, Johanna
Publikováno v:
In Journal of Hydrology September 2024 641
Autor:
Jin, Hong1 (AUTHOR), Du, Yiheng2,3 (AUTHOR), Yan, Jiahui1 (AUTHOR), Zhang, Jinru1 (AUTHOR), Cheng, Xiaoyu1 (AUTHOR), Mao, Chengjie1 (AUTHOR), Chen, Jing1 (AUTHOR) jing_ch.china@hotmail.com, Liu, Chun-feng1,4 (AUTHOR)
Publikováno v:
BMC Neurology. 3/11/2024, Vol. 24 Issue 1, p1-9. 9p.
Akademický článek
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Akademický článek
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Autor:
Shen, Shenghai, Deng, Langrun, Du, Yiheng, Gao, Jingjing, Zhang, Chuanhao, Wang, Yueduo, Shen, Zhewen, Li, Yixuan, Chen, Xiaowen, Chen, Hao
Publikováno v:
In International Journal of Pharmaceutics 15 December 2022 629
Autor:
Liu, Cheng, Du, Yiheng, Zhong, Jicheng, Zhang, Lei, Huang, Wei, Han, Chao, Chen, Kaining, Gu, Xiaozhi
Publikováno v:
In Water Research 1 October 2022 224