no code implementations • 3 May 2022 • V. Akshay, H. Philathong, E. Campos, D. Rabinovich, I. Zacharov, Xiao-Ming Zhang, J. Biamonte
Focusing on random instances of MAX-2-SAT, we test our predictive model against simulated data with up to 15 qubits.
no code implementations • 21 Dec 2020 • Ji-Cheng Zhang, Xiao-Feng Wang, Jun Mo, Gao-Bo Xi, Jie Lin, Xiao-Jun Jiang, Xiao-Ming Zhang, Wen-Xiong Li, Sheng-Yu Yan, Zhi-Hao Chen, Lei Hu, Xue Li, Wei-Li Lin, Han Lin, Cheng Miao, Li-Ming Rui, Han-Na Sai, Dan-Feng Xiang, Xing-Han Zhang
The TMTS system can have a FoV of about 9 deg2 when monitoring the sky with two bands (i. e., SDSS g and r filters) at the same time, and a maximum FoV of ~18 deg2 when four telescopes monitor different sky areas in monochromatic filter mode.
Instrumentation and Methods for Astrophysics
no code implementations • IJCNLP 2019 • Bo Zhang, Xiao-Ming Zhang
Specifically, a hierarchical response generation (HRG) framework is proposed to capture the conversation intention in a natural and coherent way.
no code implementations • 3 Apr 2019 • Xiao-Ming Zhang, Man-Hong Yung
Optical neural network (ONN) is emerging as an attractive proposal for machine-learning applications, enabling high-speed computation with low-energy consumption.
2 code implementations • 6 Feb 2019 • Xiao-Ming Zhang, Zezhu Wei, Raza Asad, Xu-Chen Yang, Xin Wang
In this work, we perform a comparative study on the efficacy of three reinforcement learning algorithms: tabular Q-learning, deep Q-learning, and policy gradient, as well as two non-machine-learning methods: stochastic gradient descent and Krotov algorithms, in the problem of preparing a desired quantum state.
Quantum Physics
no code implementations • EMNLP 2018 • Jun Chen, Xiao-Ming Zhang, Yu Wu, Zhao Yan, Zhoujun Li
In this paper, we study automatic keyphrase generation.
no code implementations • 28 May 2018 • Yang Yang, Haoyan Liu, Xia Hu, Jiawei Zhang, Xiao-Ming Zhang, Zhoujun Li, Philip S. Yu
The number of missing people (i. e., people who get lost) greatly increases in recent years.
no code implementations • WS 2017 • Shuihua Li, Xiao-Ming Zhang, Zhoujun Li
The POS tree is useful to candidate answer extraction of web-based question answering.
no code implementations • 18 Oct 2017 • Feiran Huang, Xiao-Ming Zhang, Zhoujun Li, Tao Mei, Yueying He, Zhonghua Zhao
Extensive experiments are conducted to investigate the effectiveness of our approach in the applications of multi-label classification and cross-modal search.