SearchWang Xiaoreturned 64 results

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1

Multimodal medical image fusion algorithm for edge texture preservation

针对边缘纹理保留的多模态医学图像融合算法

Ke Changhao

Wang Xiaoming

deep learning

medical image

multimodal Fusion

edge texture preservation

texture information mask

feature Fusion

feature extraction

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0507

2

Energy efficiency optimization of offshore wind farm sensor nodes based on multi-agent deep reinforcement learning

基于多智能体深度强化学习的海上风电传感器节点能效优化

Jia Linpeng

Wang Xiao

He Zhiqin

Wu Qinmu

Yin Yaohua

offshore wind farms

WSNs

energy efficiency optimization

multi-agent reinforcement learning

adaptive noise strategy

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.12.0520

3

Dynamic incentive mechanism for federated learning incorporating data freshness

一种融合数据新鲜度的联邦学习动态激励机制

Dawulie Jin'ensibieke

Wang Yi

Zhou Xi

Wang Xiaobo

federated learning

incentive mechanism

multi-agent reinforcement learning

data freshness

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2025.01.0012

4

Robust and privacy-preserving federated learning scheme based on user selection

基于用户选择的鲁棒与隐私保护联邦学习方案

Wang Xiaoming

Huang Binrui

federated learning

robustness

privacy preservation

selecting user

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.09.0377

5

Review of metaheuristic algorithms for vehicle routing problem with time windows

带时间窗的车辆路径问题元启发算法综述

Zhang Yuxi

Lei Bingbing

Wang Xiaofeng

Zhu Xuanjun

Song Jiahuan

vehicle routing problem

time windows

metaheuristic algorithm

heuristic algorithm

Accepted Paper No. 5, 2025 : doi:10.19734/j.issn.1001-3695.2024.08.0343

6

Gradient descent learning based on reinforcement learning strategy for solving GCP

基于强化学习策略的梯度下降学习求解GCP

Song Jiahuan

Wang Xiaofeng

Hu Simin

Yao Jiaxing

Suo Xiaona

image coloring problem

reinforcement learning strategy

gradient descent

combinatorial optimization problem

No. 4, 2025 : 1011-1017 doi:10.19734/j.issn.1001-3695.2024.09.0330

7

Heterogeneous hypernetwork representation learning with dual-end weight constraints

基于双端权重约束的异质超网络表示学习

Chen Yijian

Zhu Yu

Wang Xiaoying

Huang Jianqiang

Cao Tengfei

Wang Wei

hypernetwork representation learning

dual-end weight constraint

hyperedge perceptron

link prediction

hypernetwork reconstruction

No. 2, 2025 : 406-412 doi:10.19734/j.issn.1001-3695.2024.07.0279

8

Heuristic optimization algorithm based on variable decision level and global learning rate

结合变量决策层和全局学习率的启发式优化算法

He Fei

Wang Xiaofeng

Tang Ao

Hua Yingying

Peng Qingyuan

Wang Junxia

Boolean satisfiability problem(SAT)

CDCL

branching heuristics

GLR

variable decision level

No. 2, 2025 : 441-447 doi:10.19734/j.issn.1001-3695.2024.06.0230

9

Knowledge distillation in federated learning based on latent space generator

基于潜在空间生成器的联邦知识蒸馏

Wang Hu

Wang Xiaofeng

Li Ke

user heterogeneity

federated learning

knowledge distillation

latent space generator

probability distribution

No. 11, 2024 : 3281-3287 doi:10.19734/j.issn.1001-3695.2024.03.0084

10

Personalized federated multi-task learning optimization method for heterogeneous data

面向异构数据的个性化联邦多任务学习优化方法

Li Ke

Wang Xiaofeng

Wang Hu

federated learning(FL)

heterogeneous data

personalization

multi-task learning

parameter decomposition

fairness

No. 9, 2024 : 2641-2648 doi:10.19734/j.issn.1001-3695.2024.01.0006

11

Lightweight image super-resolution reconstruction with multi-frequency feature and texture enhancement

基于多频特征和纹理增强的轻量化图像超分辨率重建

Liu Yuanyuan

Zhang Yuxin

Wang Xiaoyan

Zhu Lu

image super-resolution reconstruction

convolutional neural network

lightweight

multi-frequency feature extraction

local binary patterns algorithm

No. 8, 2024 : 2515-2520 doi:10.19734/j.issn.1001-3695.2023.09.0561

12

MADRL-based UAV deployment and node efficiency optimization for information collection in disaster scenarios

灾害场景下基于MADRL的信息收集无人机部署与节点能效优化

Li Mengli

Wang Xiao

Mi Dechang

Meng Lei

emergency service

node energy efficiency optimization

deep reinforcement learning

UAV deployment

No. 7, 2024 : 2118-2125 doi:10.19734/j.issn.1001-3695.2023.11.0537

13

Customized federated learning model framework and algorithm enhancements for vehicular networks

面向车联网的联邦学习模型定制框架及算法改进

Li Hanqi

Wang Xiaoni

Wu Qiuxin

Wang Can

Wu Lang

Du Junlong

Qin Yu

Internet of Vehicles

federated learning

personalized model

smart contracts

aggregation algorithms

No. 5, 2024 : 1328-1337 doi:10.19734/j.issn.1001-3695.2023.09.0416

14

Two efficient local search algorithms for solving RB model examples

两种高效局部搜索算法求解RB模型实例

Yang Yi

Wang Xiaofeng

Tang Ao

Peng Qingyuan

Yang Lan

Pang Lichao

RB model

constraint satisfaction problem

local search algorithm

simulated annealing

minimum conflict heuristic

No. 5, 2024 : 1394-1401 doi:10.19734/j.issn.1001-3695.2023.09.0415

15

Iterative learning control of exoskeleton based on improved vortex search algorithm

基于改进涡流搜索算法的外骨骼迭代学习控制

Zhong Peisi

Zhang Dawei

Zhang Chao

Wang Xiao

iterative learning control

vortex search algorithm

gait tracking

exoskeleton robot

trajectory transition

parameter optimization

No. 3, 2024 : 873-879 doi:10.19734/j.issn.1001-3695.2023.07.0316

16

Fast attribute reduction algorithm based on knowledge rough entropy

基于知识粗糙熵的快速属性约简算法

Wang Xiaoxue

Yin Feng

Yang Yawen

rough set

attribute reduction

knowledge distance

attribute importance

No. 2, 2024 : 488-492 doi:10.19734/j.issn.1001-3695.2023.06.0258

17

Multi-scale feature fusion and contrastive pooling for point cloud completion network

基于多尺度特征融合和对比池化的点云补全网络

Ma Jingbin

Zhu Danchen

Zhang Ya

Wang Xiaoming

point cloud completion

multi-scale

pooling

feature fusion

No. 2, 2024 : 635-640 doi:10.19734/j.issn.1001-3695.2023.06.0254

18

Optimal UAV assisted for failure terminal data collection strategy of smart grid

无人机辅助智能电网故障终端数据采集优化策略

Nie Yongquan

Li Jianshe

He Yubin

Ma Guang

Zhou Huafeng

Wang Xiaolin

Zhang Shipeng

smart grid

massive terminals

edge computing

UAV

optimization

No. 12, 2023 : 3723-3727 doi:10.19734/j.issn.1001-3695.2023.02.0110

19

Multi-intelligence deep reinforcement learning-based task offloading strategy for disaster emergency scenarios

灾害应急场景下基于多智能体深度强化学习的任务卸载策略

Mi Dechang

Wang Xiao

Li Mengli

Qin Junkang

disaster emergency

task offloading

MADRL

ADE

No. 12, 2023 : 3766-3771,3777 doi:10.19734/j.issn.1001-3695.2023.04.0159

20

Single-view 3D point cloud reconstruction algorithm based on priori knowledge

基于先验知识的单视图三维点云重建算法研究

Chen Yali

Li Haisheng

Wang Xiaochuan

Li Nan

point cloud

3D reconstruction

deep learning

prior knowledge

differentiable projection module

No. 10, 2023 : 3168-3172 doi:10.19734/j.issn.1001-3695.2022.12.0833

21

Survey of research on qualitative reasoning with spatial direction relations

空间方向关系定性推理技术研究进展

Wang Miao

Fang Zhenxi

Wang Xiaotong

Li Song

Hao Zhongxiao

spatial direction relation

composition

inverse relation

consistency checking

compound spatial reasoning

No. 9, 2023 : 2561-2572 doi:10.19734/j.issn.1001-3695.2023.02.0044

22

Summary of algorithms for solving RB model instances in constraint satisfiability

约束可满足性中求解RB模型实例的算法综述

Yang Yi

Wang Xiaofeng

Mo Chunhui

Pang Lichao

Yang Lan

Zhao Xingyu

constraint satisfaction problem

RB model

backtracking heuristic algorithm

information dissemination algorithm

meta heuristic algorithm

No. 7, 2023 : 1929-1936,1946 doi:10.19734/j.issn.1001-3695.2022.11.0567

23

Public environment image caption generation based on Se-ResNet-50 feature encoder

基于Se-ResNet50特征编码器的公共环境图像描述生成

Tang Yu

He Zhiqin

Zhou Yuhui

Wu Qinmu

Wang Xiao

image caption of public environment

SeNet

ResNet-50

long short-term memory network

No. 6, 2023 : 1864-1869 doi:10.19734/j.issn.1001-3695.2022.09.0490

24

Salp swarm algorithm combining information feedback sharing and mayfly search mechanism

融合信息反馈共享与蜉蝣搜索机制的樽海鞘群算法

Li Kewen

Geng Wenliang

Zhang Min

Wang Xiaohui

Ke Cuihong

salp swarm algorithm(SSA)

swarm intelligence algorithm

chaotic maps

feedback mechanism

mayfly algorithm

No. 3, 2023 : 696-703,724 doi:10.19734/j.issn.1001-3695.2022.07.0363

25

Graph convolutional networks based on structural errors

基于结构误差的图卷积网络

Wu Lin

Xu Ruyu

Su Xingwang

Huang Jinbo

Wang Xiaoming

deep learning

action recognition

graph convolutional network

SVM

generalization error

No. 1, 2023 : 155-159 doi:10.19734/j.issn.1001-3695.2022.05.0279

26

Multiple empirical kernel learning based on intra-class variance and locality-sensitive hashing

基于类内方差和位置敏感哈希的多经验核学习

Huang Jinbo

Su Xingwang

Wu Lin

Xu Ruyu

Wang Xiaoming

multiple kernel learning

empirical kernel mapping

pattern recognition

kernel method

machine learning

No. 11, 2022 : 3340-3345 doi:10.19734/j.issn.1001-3695.2022.04.0171

27

Convergence analysis of warning propagation algorithm based on tree width

基于树宽的警示传播算法收敛性分析

Xie Zhixin

Wang Xiaofeng

Yu Zhuo

Cao Zexuan

Wu Yuxiang

Mo Chunhui

warning propagation(WP) algorithm

convergence

tree width

propositional formula

satisfiability problem

No. 10, 2022 : 3061-3064,3077 doi:10.19734/j.issn.1001-3695.2022.03.0098

28

SDN multi-controller load balancing mechanism based on improved genetic algorithm

基于改进遗传算法的SDN多控制器负载均衡机制研究

Xu Aixin

Sun Shimin

Wang Xiaofan

Xu Guowei

Wang Meiyu

software defined networking(SDN)

non-cooperative game

load balancing

switch migration

genetic algorithm

operator

No. 9, 2022 : 2671-2676,2694 doi:10.19734/j.issn.1001-3695.2022.02.0070

29

Improved warning propagation algorithm for solving Max-SAT problem

一种改进的警示传播算法求解Max-SAT问题

Wu Yuxiang

Wang Xiaofeng

Ding Hongsheng

Yu Zhuo

satisfiability problem

Max-SAT problem

warning propagation algorithm

local search algorithm

No. 8, 2022 : 2290-2294 doi:10.19734/j.issn.1001-3695.2022.01.0023

30

Overview of message propagation algorithm for satisfiability problems

求解可满足性问题的信息传播算法研究综述

Xie Zhixin

Wang Xiaofeng

Cao Zexuan

Yu Zhuo

Mo Chunhui

Wu Yuxiang

message propagation algorithm

combinatorial optimization

satisfiability problems

warning propagation

belief propagation

survey propagation

No. 7, 2022 : 1933-1940 doi:10.19734/j.issn.1001-3695.2021.10.0644

31

Convergence analysis of survey propagation algorithm based on K-dimensional structure entropy

基于K维结构熵的调查传播算法收敛性分析

Liang Chen

Wang Xiaofeng

Liu Zilin

Lu Lei

Niu Pengfei

satisfiability problem

K-dimensional structural entropy

survey propagation algorithm

convergence

No. 5, 2022 : 1432-1436 doi:10.19734/j.issn.1001-3695.2021.10.0474

32

Research on AGV path planning method in complex environment based on improved DDPG algorithm

基于改进DDPG算法的复杂环境下AGV路径规划方法研究

Meng Chenyang

Hao Chongqing

Li Ran

Wang Xiaobo

Wang Zhaolei

Zhao Jiang

deep learning

AGV path planning

depth deterministic policy gradient algorithm

small batch priority sampling

No. 3, 2022 : 681-687 doi:10.19734/j.issn.1001-3695.2021.08.0392

33

Speech enhancement based on speaker embedding

基于声纹嵌入的语音增强算法

Gao Ge

Zeng Bang

Wang Xiao

Yin Wenbing

Chen Yi

speech enhancement

low signal-to-noise ratio

speaker embedding

masking

mapping

No. 3, 2022 : 688-692 doi:10.19734/j.issn.1001-3695.2021.07.0325

34

Map matching method for complex road sections via difference and subsequent points

复杂路段的角度差和后续点地图匹配方法

Wang Xiaohan

He Zengyu

Hu Wangwu

Wang Pei

Yang Long

map matching

parallel road

cross road

angle difference

regression

subsequent points

No. 2, 2022 : 379-384 doi:10.19734/j.issn.1001-3695.2021.07.0263

35

Research on improved DDPG algorithm based on LSTM and asymmetric network

基于LSTM与非对称网络的改进DDPG算法研究

He Fujun

Wang Xiaozheng

Liu Kai

DDPG

LSTM

asymmetric actor-critic

deep reinforcement learning

dynamic environment

No. 1, 2022 : 183-187 doi:10.19734/j.issn.1001-3695.2021.05.0200

36

Pseudo-3D residual network based on minimum intra-class variance

基于最小类内方差的伪三维残差网络

Xie Chaoyu

Qin Yu

Zhang Kaifang

Wang Xiaoming

deep learning

pseudo-3D residual network

SVM

intra-class divergence matrix

action recognition

No. 12, 2021 : 3801-3807 doi:10.19734/j.issn.1001-3695.2021.04.0129

37

Image super-resolution based on spatial feature transformation and back projection progressive reconstruction network

基于空间特征变换与反投影的渐进式图像超分辨

Qin Yu

Xie Chaoyu

Wang Xiaoming

Chen Ziliu

super-resolution(SR)

spatial feature transform

back-projection network

progressive upsample

deep learning

No. 12, 2021 : 3814-3819 doi:10.19734/j.issn.1001-3695.2021.03.0127

38

Belief propagation algorithm for solving multi literal satisfiability problem

求解多文字可满足SAT问题的置信传播算法

Lu Lei

Wang Xiaofeng

Niu Pengfei

Liu Zilin

multi literal satisfiability

belief propagation algorithm

WalkSAT

satisfiability problem

No. 9, 2021 : 2710-2715 doi:10.19734/j.issn.1001-3695.2021.01.0012

39

Belief propagation algorithm for solving minimum cost maximum flow problem

求解最小费用最大流问题的信念传播算法

Zuo Fengyuan

Wang Xiaofeng

Niu Jin

Liang Chen

minimum cost maximum flow(MCMF)

linear programming

belief propagation algorithm

factor graph

No. 7, 2021 : 1998-2002,2024 doi:10.19734/j.issn.1001-3695.2020.10.0357

40

Convergence analysis of belief propagation algorithm based on two-dimensional structural entropy

基于二维结构熵的置信传播算法收敛性分析

Niu Jin

Wang Xiaofeng

Zuo Fengyuan

Lin Qingwen

propositional formula

two-dimensional structural entropy

belief propagation algorithm

convergence

community detection

No. 7, 2021 : 2032-2036,2043 doi:10.19734/j.issn.1001-3695.2020.09.0237

41

Research on benefit allocation mechanism of shipping alliance transportation capacity sharing based on blockchain

基于区块链的航运联盟运力共享利益分配机制研究

Meng Zhaowei

Wang Xiaoguang

shipping alliance

blockchain

shipping space mutual rental

benefit allocation

No. 6, 2021 : 1631-1636 doi:10.19734/j.issn.1001-3695.2020.08.0214

42

Micro-population teaching-learning-based optimization based on gene level diversity

基于基因水平多样性的微种群教与学优化算法

Wang Xiaowei

Fan Qinqin

Wang Weili

teaching-learning-based optimization(TLBO)

micro population

Chaotic search

population diversity

No. 4, 2021 : 1097-1101 doi:10.19734/j.issn.1001-3695.2020.03.0050

43

Metric learning based on intrinsic structural characteristics of data

基于数据内在结构特征的度量学习

Zhang Kaifang

Lang Guilin

Wang Xiaoming

Huang Zengxi

Du Yajun

metric learning

support vector machine

intra-class divergence

image recognition

person re-identification

No. 4, 2021 : 1265-1270 doi:10.19734/j.issn.1001-3695.2020.03.0054

44

Image super-resolution based on depth residual back projection attention network

基于深度残差反投影注意力网络的图像超分辨率

Hu Gaopeng

Chen Ziliu

Wang Xiaoming

Zhang Kaifang

Huang Zengxi

Du Yajun

attention mechanism

super-resolution(SR)

back projection

residual learning

convolutional neural network

No. 4, 2021 : 1271-1276 doi:10.19734/j.issn.1001-3695.2020.03.0081

45

Convergence analysis of warning propagation algorithm based on structural entropy

基于结构熵的警示传播算法收敛性分析

Niu Jin

Wang Xiaofeng

Lin Qingwen

satisfiability problem

propositional formula

structural entropy

warning propagation algorithm

convergence

No. 3, 2021 : 760-763,776 doi:10.19734/j.issn.1001-3695.2020.03.0053

46

Discriminative dictionary learning based on locality intra-class structure

基于局部类内结构的鉴别性字典学习方法

Chen Ziliu

Hu Gaopeng

Wang Xiaoming

Huang Zengxi

Du Yajun

dictionary learning

collaborative representation

support vector machine(SVM)

local Fisher discriminant analysis(LFDA)

image recognition

No. 2, 2021 : 489-494,500 doi:10.19734/j.issn.1001-3695.2019.11.0607

47

Review on conformance between legal contract and smart contract

法律合约与智能合约一致性综述

Liu Qin

Wang Dejun

Wang Xiaoxiao

Zheng Xurui

Meng Bo

formal model

smart contract

contract template

specific field

code generation

No. 1, 2021 : 1-8 doi:10.19734/j.issn.1001-3695.2019.12.0652

48

Research on selection method of crowd sensing participants based on GACO

基于GACO的群智感知参与者选择方法研究

Li Jianjun

Wang Xiaoling

Yang Yu

Fu Jia

crowd sensing

participant selection

greedy ant colony

area coverage

incentive cost

No. 10, 2020 : 2971-2975 doi:10.19734/j.issn.1001-3695.2019.06.0201

49

Spectral normalization Wasserstein distance transfer network

谱归一化Wasserstein distance迁移网络

Wang Xiaoshun

Chen Dan

Lin Leicheng

Wasserstein distance

transfer learning

Lipschitz constraint

spectral normalization

No. 10, 2020 : 3164-3168 doi:10.19734/j.issn.1001-3695.2019.06.0245

50

Review of research on automatic protocol reverse engineering

自动协议逆向工程研究综述

Wang Xiaochen

Shen Jing

Liu Haibo

Yu Aimin

Cai Lijun

protocol reverse engineering(PRE)

automaton learning

protocol format extraction

state machine inference

No. 9, 2020 : 2561-2570,2585 doi:10.19734/j.issn.1001-3695.2019.04.0104