Zobrazeno 1 - 10
of 863
pro vyhledávání: '"Liu Kuang"'
Neural Architecture Search (NAS) has become a widely used tool for automating neural network design. While one-shot NAS methods have successfully reduced computational requirements, they often require extensive training. On the other hand, zero-shot
Externí odkaz:
http://arxiv.org/abs/2311.13169
Autor:
Yin, Hang, Liu, Kuang-Hung, Sun, Mengying, Chen, Yuxin, Zhang, Buyun, Liu, Jiang, Sehgal, Vivek, Panchal, Rudresh Rajnikant, Hotaj, Eugen, Liu, Xi, Guo, Daifeng, Zhang, Jamey, Wang, Zhou, Jiang, Shali, Li, Huayu, Chen, Zhengxing, Chen, Wen-Yen, Yang, Jiyan, Wen, Wei
Web-scale ranking systems at Meta serving billions of users is complex. Improving ranking models is essential but engineering heavy. Automated Machine Learning (AutoML) can release engineers from labor intensive work of tuning ranking models; however
Externí odkaz:
http://arxiv.org/abs/2311.07870
Autor:
Wen, Wei, Liu, Kuang-Hung, Fedorov, Igor, Zhang, Xin, Yin, Hang, Chu, Weiwei, Hassani, Kaveh, Sun, Mengying, Liu, Jiang, Wang, Xu, Jiang, Lin, Chen, Yuxin, Zhang, Buyun, Liu, Xi, Cheng, Dehua, Chen, Zhengxing, Zhao, Guang, Han, Fangqiu, Yang, Jiyan, Hao, Yuchen, Xiong, Liang, Chen, Wen-Yen
Neural Architecture Search (NAS) has demonstrated its efficacy in computer vision and potential for ranking systems. However, prior work focused on academic problems, which are evaluated at small scale under well-controlled fixed baselines. In indust
Externí odkaz:
http://arxiv.org/abs/2311.08430
Single-flux-quantum (SFQ) circuits have great potential in building cryogenic quantum-classical interfaces for scaling up superconducting quantum processors. SFQ-based quantum gates have been designed and realized. However, current control schemes ar
Externí odkaz:
http://arxiv.org/abs/2307.14140
Autor:
Liu, Kuang, He, Xiaoliang, Niu, Zhengqi, Xue, Hang, Jiang, Wenbing, Ying, Liliang, Peng, Wei, Maezawa, Masaaki, Lin, Zhirong, Xie, Xiaoming, Wang, Zhen
Publikováno v:
PhysRevB.108.064512 (2023)
Single flux quantum (SFQ) circuitry is a promising candidate for a scalable and integratable cryogenic quantum control system. However, the operation of SFQ circuits introduces non-equilibrium quasiparticles (QPs), which are a significant source of q
Externí odkaz:
http://arxiv.org/abs/2307.14130
Autor:
Jiang, Wenbing, Chen, Junfeng, Liu, Xiaoyu, Niu, Zhengqi, Liu, Kuang, Peng, Wei, Wang, Zhen, Lin, Zhi-Rong
The quantum excitations of macroscopic surface acoustic waves (SAWs) have been tailored to control, communicate and transduce stationary and flying quantum states. However, the limited lifetime of this hybrid quantum systems remains critical obstacle
Externí odkaz:
http://arxiv.org/abs/2304.00511
Autor:
Liu, Kuang, Kalia, Rajiv K., Liu, Xinlian, Nakano, Aiichiro, Nomura, Ken-ichi, Vashishta, Priya, Zamora-Resendizc, Rafael
Machine learning (ML) is revolutionizing protein structural analysis, including an important subproblem of predicting protein residue contact maps, i.e., which amino-acid residues are in close spatial proximity given the amino-acid sequence of a prot
Externí odkaz:
http://arxiv.org/abs/2212.02251
Autor:
Shovlin, Joseph, Liu, Kuang, Shen, Yangyang, Borghard, Bill, Makse, Hernan A., Tomassone, Maria S.
In this work, discrete element method (DEM) simulations coupled with machine learning are used to study the process of dry impregnation. Our results show that the particle bed contains two regimes. Regime 1 shows smaller inclination angles and a larg
Externí odkaz:
http://arxiv.org/abs/2212.00634
Autor:
Liu, Kuang a, b, c, 1, Zhu, Yihao a, 1, Gao, Wenjie a, b, 1, Han, Xuhui a, b, Zhang, Qinghua a, b, Zhao, Yanbin d, ⁎, Zu, Yao a, b, c, ⁎⁎
Publikováno v:
In Biomedicine & Pharmacotherapy December 2024 181
Autor:
Wu, Yu-Tse, Liu, Kuang-Hao
This paper considers the reconfigurable intelligent surface (RIS)-assisted multi-user communications, where an RIS is used to assist the base station (BS) for serving multiple users. The RIS consisting of passive reflecting elements can manipulate th
Externí odkaz:
http://arxiv.org/abs/2202.11354