Search Result

1

Review of large language models integrating knowledge graph

融合知识图谱的大语言模型研究综述

Cao Rongrong

Liu Lin

Yu Yandong

Wang Hailong

large language models

knowledge graph

explainability

hallucination problem

knowledge-language synergy

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.12.0532

2

Method for identifying key nodes in complex networks based on improved DDQN algorithm

基于改进DDQN算法的复杂网络关键节点识别方法

Jiang Yunan

Liu Linlan

Shu Jian

complex network

key nodes

DDQN algorithm

backtracking exploration

priority access

No. 4, 2025 : 1122-1127 doi:10.19734/j.issn.1001-3695.2024.09.0327

3

TSD-PBFT: PBFT consensus optimization algorithm based on trust and standard deviation clustering

TSD-PBFT:基于信誉和标准差聚类的PBFT共识优化算法

Zhang Li

Deng Xiaohong

Shi Yiran

Liu Yong

Liu Lihui

blockchain

consensus mechanism

practical Byzantine fault tolerance

trust mechanism

standard deviation clustering

No. 3, 2025 : 677-686 doi:10.19734/j.issn.1001-3695.2024.09.0312

4

PBFT consensus algorithm based on communication delay clustering and node’s reputation

基于通信延迟聚类和节点信誉的PBFT共识算法

Shi Yiran

Deng Xiaohong

Zhang Li

Liu Lihui

Liu Yong

blockchain

communication delay clustering

consensus algorithm

reputation model

PBFT

No. 2, 2025 : 344-351 doi:10.19734/j.issn.1001-3695.2024.07.0219

5

Research progress of blockchain from perspective of scalability

从扩展性角度看区块链

Wang Feng

Zhang Qiang

Liu Yang

Liu Linlin

Lu Yang

blockchain

scalability

sharding

cross-chain

No. 10, 2023 : 2896-2907 doi:10.19734/j.issn.1001-3695.2023.02.0075

6

Blockchain-based contribution evaluation scheme for federated learning

一种基于区块链的联邦学习贡献评价方案

Xu Haotong

Liu Lixin

Wang Jingyu

Zhang Xiaolin

Wang Yongping

blockchain

federated learning

fairness

contribution evaluation

transparency

privacy

No. 8, 2023 : 2258-2265 doi:10.19734/j.issn.1001-3695.2022.12.0821

7

Script event prediction: methods, evaluation and challenges

脚本事件预测：方法、评测与挑战

Liu Yuting

Liu Ming

Wang Baowei

Ding Kun

Liu Shanshan

Liu Liu

natural language processing

script event prediction

event characterization

script modeling

No. 5, 2023 : 1303-1311 doi:10.19734/j.issn.1001-3695.2022.09.0494

8

Bionic pattern classification algorithm for hypersphere coverage based on improved ISODATA

基于改进的ISODATA的超球覆盖仿生模式分类算法

Liu Liping

Feng Qingxian

Yu Zhibin

hypersphere coverage

weighted Mahalanobis distance

local outlier factor

self organizing data analysis

no retraining

No. 3, 2023 : 689-695 doi:10.19734/j.issn.1001-3695.2022.07.0405

9

Word DGA domain name detection method based on ON-LSTM and self-attention mechanism

基于ON-LSTM与自注意力机制的单词DGA域名检测方法

Liu Liting

Ou Yuyi

Ling Jie

word DGA domain name detection

feature extraction

deep learning

ordered neurons long short-term memory neural network

self-attention mechanism

No. 12, 2022 : 3781-3785 doi:10.19734/j.issn.1001-3695.2022.03.0204

10

Heterogeneous hypernetwork representation learning with transformation strategy

基于转化策略的异质超网络表示学习

Liu Zhenguo

Zhu Yu

Liu Lianzhao

Xu Zhou

network representation

hypernetwork structure

transformation strategy

link prediction

hypernetwork reconstruction

No. 11, 2022 : 3333-3339 doi:10.19734/j.issn.1001-3695.2022.04.0194

11

Multi-modal video scene segmentation optimization algorithm based on convolutional neural network

基于卷积神经网络的多模态视频场景分割优化算法

Huang Qing

Feng Hongcai

Liu Li

scene segmentation

multi-modal

convolutional neural networks(CNN)

similarity measure

VGG19

No. 5, 2022 : 1595-1600 doi:10.19734/j.issn.1001-3695.2021.10.0404

12

Efficient on-demand charging scheduling in large scale wireless sensor networks

大规模无线传感器网络中高效按需充电规划

Liu Liang

Pu Haoyang

wireless sensor networks

magnetic resonance wireless charging

on-demand charging

large-scale networks

charging task completion time minimization

No. 1, 2022 : 231-235 doi:10.19734/j.issn.1001-3695.2021.05.0227

13

Improved sparrow search algorithm for solving Job-Shop scheduling problem

改进麻雀搜索算法求解作业车间调度问题

Liu Lina

Nan Xinyuan

Shi Yuefei

sparrow search algorithm

Job-Shop scheduling

quantum computation

sine cosine search

multi-neighbor search

Gaussian disturbance strategy

No. 12, 2021 : 3634-3639 doi:10.19734/j.issn.1001-3695.2021.05.0180

14

SA-CapsNet: self-attention capsule network

SA-CapsNet:自注意力胶囊网络

Liu Linsong

Tong Minglei

Wu Dongliang

capsule network

image classification

self-attention

feature extraction

deep learning

No. 10, 2021 : 3005-3008,3039 doi:10.19734/j.issn.1001-3695.2021.03.0092

15

Research on security evaluation model for oversea activities based on random model tuning of multi-type parameters

基于多类别参数随机调优的境外活动安全评估模型研究

Guo Mengjie

Xu Zhiwei

Liu Limin

Guo Meicheng

Wang Yongsheng

Yang Haolin

oversea activities

security situation assessment mechanism

random tuning of multi-type parameters

quantitative ranking

No. 5, 2020 : 1492-1496,1501 doi:10.19734/j.issn.1001-3695.2018.11.0825

16

Improved whale optimization algorithm for solving function optimization problems

一种求解函数优化问题的改进鲸鱼优化算法

Liu Liang

He Qing

function optimization

whale optimization algorithm

adaptive parameters

niche

No. 4, 2020 : 1004-1009 doi:10.19734/j.issn.1001-3695.2018.11.0726

17

Dynamic interactive network over matrix-space for recognizing textual entailment

一种在矩阵空间中识别文本蕴涵的动态交互网络

Huo Huan

Liu Liang

textual entailment recognition

interactive network

matrix space

dynamic weights

No. 10, 2019 : 2965-2970 doi:10.19734/j.issn.1001-3695.2018.03.0196

18

Rapid pedestrian detection based on generic object generation

基于似物目标的快速行人检测算法

Liu Qian

Li Ce

Yang Feng

Liu Libo

generic object proposal generation

histogram of oriented gradient(HOG)

binarized normed gradients(BING)

extreme learnng machine(ELM)

No. 7, 2019 : 2219-2222 doi:10.19734/j.issn.1001-3695.2018.01.0115

19

Cross-grained sentiment analysis oriented to college student microblog

面向高校学生微博的跨粒度情感分析

Liu Li

Yue Yawei

college student microblog

conditional random filed(CRF)

complex sentence

cross-grained

sentiment analysis

No. 6, 2019 : 1618-1622 doi:10.19734/j.issn.1001-3695.2017.12.0815

Search Liu Li

SearchLiu Lireturned 19 results

Review of large language models integrating knowledge graph

Method for identifying key nodes in complex networks based on improved DDQN algorithm

TSD-PBFT: PBFT consensus optimization algorithm based on trust and standard deviation clustering

PBFT consensus algorithm based on communication delay clustering and node’s reputation

Research progress of blockchain from perspective of scalability

Blockchain-based contribution evaluation scheme for federated learning

Script event prediction: methods, evaluation and challenges

Bionic pattern classification algorithm for hypersphere coverage based on improved ISODATA

Word DGA domain name detection method based on ON-LSTM and self-attention mechanism

Heterogeneous hypernetwork representation learning with transformation strategy

Multi-modal video scene segmentation optimization algorithm based on convolutional neural network

Efficient on-demand charging scheduling in large scale wireless sensor networks

Improved sparrow search algorithm for solving Job-Shop scheduling problem

SA-CapsNet: self-attention capsule network

Research on security evaluation model for oversea activities based on random model tuning of multi-type parameters

Improved whale optimization algorithm for solving function optimization problems

Dynamic interactive network over matrix-space for recognizing textual entailment

Rapid pedestrian detection based on generic object generation

Cross-grained sentiment analysis oriented to college student microblog