Search Results for author: Naixue Xiong

Found 10 papers, 0 papers with code

Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing

no code implementations8 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).

Edge-computing

An Intelligent CNN-VAE Text Representation Technology Based on Text Semantics for Comprehensive Big Data

no code implementations28 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.

Text Classification

VFL: A Verifiable Federated Learning with Privacy-Preserving for Big Data in Industrial IoT

no code implementations27 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

DE/RM-MEDA: A New Hybrid Multi-Objective Generator

no code implementations15 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.

Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction

no code implementations12 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.

Decision Making Time Series

Program Classification Using Gated Graph Attention Neural Network for Online Programming Service

no code implementations9 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.

General Classification Graph Attention

A novel particle swarm optimizer with multi-stage transformation and genetic operation for VLSI routing

no code implementations26 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.

An Intelligent Extraversion Analysis Scheme from Crowd Trajectories for Surveillance

no code implementations27 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.

Active Learning Event Detection

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