Zobrazeno 1 - 10
of 1 184
pro vyhledávání: '"Liu, SiWei"'
Graph Neural Networks (GNNs) with equivariant properties have achieved significant success in modeling complex dynamic systems and molecular properties. However, their expressiveness ability is limited by: (1) Existing methods often overlook the over
Externí odkaz:
http://arxiv.org/abs/2411.10000
Spiking Graph Networks (SGNs) have garnered significant attraction from both researchers and industry due to their ability to address energy consumption challenges in graph classification. However, SGNs are only effective for in-distribution data and
Externí odkaz:
http://arxiv.org/abs/2410.06883
Autor:
Wang, Luoyu, Tao, Yitian, Yang, Qing, Liang, Yan, Liu, Siwei, Shi, Hongcheng, Shen, Dinggang, Zhang, Han
Simultaneous functional PET/MR (sf-PET/MR) presents a cutting-edge multimodal neuroimaging technique. It provides an unprecedented opportunity for concurrently monitoring and integrating multifaceted brain networks built by spatiotemporally covaried
Externí odkaz:
http://arxiv.org/abs/2403.20058
Autor:
Lu, Junjian, Liu, Siwei, Kobylianski, Dmitrii, Dreyer, Etienne, Gross, Eilam, Liang, Shangsong
In high-energy physics, particles produced in collision events decay in a format of a hierarchical tree structure, where only the final decay products can be observed using detectors. However, the large combinatorial space of possible tree structures
Externí odkaz:
http://arxiv.org/abs/2402.11538
We propose a new method to improve the convergence speed of the Robbins-Monro algorithm by introducing prior information about the target point into the Robbins-Monro iteration. We achieve the incorporation of prior information without the need of a
Externí odkaz:
http://arxiv.org/abs/2401.03206
Demultiplexing-free ultra-compact WDM-compatible multimode optical switch assisted by mode exchanger
Publikováno v:
Nanophotonics, Vol 13, Iss 20, Pp 3855-3866 (2024)
Silicon-based optical switches are integral to on-chip optical interconnects, and mode-division multiplexing (MDM) technology has enabled modes to function as carriers in routing, further boosting optical switches’ link capacity. However, tradition
Externí odkaz:
https://doaj.org/article/f50b528365a747ec807bb61b441ada76
Autor:
Liu, Siwei1,2 (AUTHOR), Meng, Zeyu1,2 (AUTHOR), Wang, Shuxian2 (AUTHOR), Wang, Hehe2 (AUTHOR), Fan, Dan2 (AUTHOR), Wu, Mengqing2 (AUTHOR), Jiang, Zhenglong3 (AUTHOR), Chen, Qing1 (AUTHOR), Wang, Quanan1 (AUTHOR), Liu, Zhe2 (AUTHOR), Liu, Jun1,4 (AUTHOR) liujun_zmc@sina.com, Xie, Yan1,4 (AUTHOR) xie814yan@zmu.edu.cn
Publikováno v:
Scientific Reports. 10/19/2024, Vol. 14 Issue 1, p1-10. 10p.
Autor:
Meng, Zhaohan1 (AUTHOR), Liu, Siwei2 (AUTHOR) zaiqiao.meng@glasgow.ac.uk, Liang, Shangsong3 (AUTHOR), Jani, Bhautesh1 (AUTHOR), Meng, Zaiqiao1 (AUTHOR) zaiqiao.meng@glasgow.ac.uk
Publikováno v:
Briefings in Bioinformatics. Sep2024, Vol. 25 Issue 5, p1-11. 11p.
Autor:
Yi, Xinhao1 (AUTHOR), Liu, Siwei2 (AUTHOR), Wu, Yu3 (AUTHOR), McCloskey, Douglas4 (AUTHOR) mccloskey@bio.mx, Meng, Zaiqiao1 (AUTHOR) mccloskey@bio.mx
Publikováno v:
Briefings in Bioinformatics. Sep2024, Vol. 25 Issue 5, p1-12. 12p.
We obtain a partial parallelism of the complex structure on K\"ahler Finsler manifolds. As applications, we prove Synge-Tsukamoto theorem and Bonnet-Myers theorem for positively curved K\"ahler Finsler manifolds. Moreover, we generalize a comparison
Externí odkaz:
http://arxiv.org/abs/2207.00703