no code implementations • 27 May 2024 • Jia-Shu Pan, Yuan-Sen Ting, Yang Huang, Jie Yu, Ji-Feng Liu
Analyzing time series of fluxes from stars, known as stellar light curves, can reveal valuable information about stellar properties.
no code implementations • 16 Mar 2024 • Yang Huang, Miaomiao Dong, Yijie Mao, Wenqiang Liu, Zhen Gao
Due to such design and the kernel-based neural network, to which decision-making features can be continuously added, the kernel-based approach can outperform the approach based on fully-connected deep neural network, yielding improvement in energy consumption and the backlog performance, as well as a significant reduction in decision-making and online learning time.
1 code implementation • 10 Apr 2023 • Ming Li, Naiyin Liu, Xiaofeng Pan, Yang Huang, Ningning Li, Yingmin Su, Chengjun Mao, Bo Cao
Then the frequency spectrum is modulated by category information of the target item to model the bias that both the upper bound of fatigue and users' patience is different for different categories.
no code implementations • 25 Feb 2023 • Jie Wang, Qiuming Zhu, Zhipeng Lin, Qihui Wu, Yang Huang, Xuezhao Cai, Weizhi Zhong, Yi Zhao
Then, a maximum and minimum distance (MMD) clustering-based SBL algorithm is proposed to recover the spectrum data at the unsampled positions and construct the whole 3D SEM.
no code implementations • 18 Sep 2022 • Minghui Wu, Zhen Gao, Yang Huang, Zhenyu Xiao, Derrick Wing Kwan Ng, Zhaoyang Zhang
Then, to acquire accurate CSI at the BS for the investigated RSMA precoding scheme to achieve higher spectral efficiency, we propose a CSI acquisition network (CAN) with low pilot and feedback signaling overhead, where the downlink pilot transmission, CSI feedback at the user equipments (UEs), and CSI reconstruction at the BS are modeled as an end-to-end neural network based on Transformer.
1 code implementation • 27 Dec 2021 • Xiaofeng Pan, Yibin Shen, Jing Zhang, Xu He, Yang Huang, Hong Wen, Chengjun Mao, Bo Cao
In this paper, we propose a novel CTR model named MOEF for recommendations under frequent changes of occasions.
no code implementations • 1 Jun 2021 • Qihui Wu, Tianchen Ruan, Fuhui Zhou, Yang Huang, Fan Xu, Shijin Zhao, Ya Liu, Xuyang Huang
Many machine learning frameworks have been proposed and used in wireless communications for realizing diverse goals.
no code implementations • 10 Apr 2021 • Ruoyu Wang, Xuchu Xu, Li Ding, Yang Huang, Chen Feng
PoseNet can map a photo to the position where it is taken, which is appealing in robotics.
no code implementations • 8 Mar 2021 • Changhai Li, Huawei Chen, Jingqing Lu, Yang Huang, Yingying Liu
Currently, spatiotemporal features are embraced by most deep learning approaches for human action detection in videos, however, they neglect the important features in frequency domain.
no code implementations • 18 Feb 2021 • Di-Chang. Chen, Ji Wei Xie, Ji-Lin. Zhou, Subo Dong, Chao Liu, Hai-Feng Wang, Mao-Sheng Xiang, Yang Huang, Ali Luo, Zheng Zheng
The revised kinematic method and AVR as well as the stellar catalog of kinematic properties and ages lay foundation for future studies on exoplanets from two dimensions of space and time in the Galactic context.
Earth and Planetary Astrophysics Astrophysics of Galaxies Solar and Stellar Astrophysics
no code implementations • 4 Jan 2021 • Lin Yang, HaiBo Yuan, Ruoyi Zhang, Zexi Niu, Yang Huang, Fuqing Duan, Yi Fang
In this letter, we have carried out an independent validation of the Gaia EDR3 photometry using about 10, 000 Landolt standard stars from Clem & Landolt (2013).
Solar and Stellar Astrophysics Astrophysics of Galaxies
no code implementations • 23 Dec 2020 • Yang Huang, Hongsheng Zhang
We demonstrate the numerical solution and analytical solution perfectly agree with each other in the region where charge of the black hole is large, both for real and imaginary parts of the eigen frequencies.
General Relativity and Quantum Cosmology