no code implementations • 27 Sep 2018 • Wenxi Liu, Yuanlong Yu, Chun-Yang Zhang, Genggeng Liu, Naixue Xiong
To our best knowledge, this is the first attempt to analyze individual extraversion of crowd motions based on trajectories.
no code implementations • 26 Nov 2018 • Genggeng Liu, Zhen Zhuang, Wenzhong Guo, Naixue Xiong, Guolong Chen
Firstly, in order to be able to handle two types of SMT problems at the same time, an effective edge-vertex encoding strategy is proposed.
no code implementations • 9 Mar 2019 • Mingming Lu, Dingwu Tan, Naixue Xiong, Zailiang Chen, Haifeng Li
The online programing services, such as Github, TopCoder, and EduCoder, have promoted a lot of social interactions among the service users.
no code implementations • 12 Mar 2019 • Mingming Lu, Kunfang Zhang, Haiying Liu, Naixue Xiong
Most of the existing research methods are to extract spatial structure information on the road network and extract time series information from the historical data.
no code implementations • 10 Sep 2019 • Chunxue Wu, Bobo Ju, Naixue Xiong, Guisong Yang, Yan Wu, Hongming Yang, Jiaying Huang, Zhiyong Xu
Vegetation is the natural linkage connecting soil, atmosphere and water.
no code implementations • 15 Nov 2019 • Abel Sa J. R Malano, Guanjun Du, Guoxiang Tong, Naixue Xiong
Under the condition of Karush-Kuhn-Tucker, the Pareto Set (PS) in the decision area of an m-objective optimization problem is a piecewise continuous (m-1)-D manifold.
no code implementations • 23 May 2020 • Yixian Zhang, Jieren Chen, Boyi Liu, Yifan Yang, Haocheng Li, Xinyi Zheng, Xi Chen, Tenglong Ren, Naixue Xiong
With the spread and development of new epidemics, it is of great reference value to identify the changing trends of epidemics in public emotions.
no code implementations • 28 Aug 2020 • Genggeng Liu, Canyang Guo, Lin Xie, Wenxi Liu, Naixue Xiong, Guolong Chen
CNN is used to extract the features of text vector to get the semantics among words and VAE is introduced to make the text feature space more consistent with Gaussian distribution.
no code implementations • 8 Nov 2020 • Mengran Liu, Weiwei Fang, Xiaodong Ma, Wenyuan Xu, Naixue Xiong, Yi Ding
Guided by the scale values generated by SCA for measuring channel importance, we further propose a new channel pruning approach called Channel Pruning guided by Spatial and Channel Attention (CPSCA).
no code implementations • 27 Jul 2020 • Anmin Fu, Xianglong Zhang, Naixue Xiong, Yansong Gao, Huaqun Wang
If no more than n-2 of n participants collude with the aggregation server, VFL could guarantee the encrypted gradients of other participants not being inverted.
Cryptography and Security E.3; I.2.11