No. 2, 2026 - Official site of Journal of Application Research of Computers

Feb. 2026

Volume 43, Issue 2, Total Issue 412

Support Open Access

Code vulnerability detection method based on multi-dimensional feature fusion and edge semantic augmentation

Zhang Shuai Wei Le

vulnerability detection abstract syntax tree program dependence graph

doi: 10.19734/j.issn.1001-3695.2025.06.0210

Online roadmap extraction model in text streams

Liu Junling Yang Mengdi Sun Huanliang Xu Jingke

large language model event extraction prompt engineering

doi: 10.19734/j.issn.1001-3695.2025.06.0211

Synergistic path planning for shipborne multi-UAV systems based on fusion algorithm of deep learning and dynamic ant colony

Huang Zijian Wang Xiuhong Yuan Xuefeng

deep learning dynamic ant colony algorithm shipborne multi-UAV

doi: 10.19734/j.issn.1001-3695.2025.06.0212

AACD: adaptive attribute-collaborative material diffusion recommendation algorithm

Qian Xiaodong Wang Rukuan

recommendation algorithm bipartite graph material diffusion

doi: 10.19734/j.issn.1001-3695.2025.06.0213

Multimodal sentiment analysis model based on unified alignment and multi-stage fusion

Feng Guang Liu Xinting Lin Yibao Zhao Zhiwen Xiao Junhong Zhou Kedong Huang Junhui

multimodal sentiment analysis cross-modal feature Fusion unified semantic alignment

doi: 10.19734/j.issn.1001-3695.2025.06.0214

Hypergraph-driven multi-source knowledge fusion for emotional dialogue generation

Zhu Yongmeng Zhan Weihua

hypergraph neural network multi-source knowledge fusion emotional strategy support

doi: 10.19734/j.issn.1001-3695.2025.06.0215

Methods on intelligent jamming-strategy making based on reinforcement learning for wireless communication networks

Yang Xiangyu Gao Zhenzhen Miao Weijian

intelligent jamming incomplete information reinforcement learning

doi: 10.19734/j.issn.1001-3695.2025.07.0216

Adaptive dual-mode routing protocol for UAV-assisted vehicular Ad hoc networks

Jiang Sheng Chen Jingxuan Tang Minli Xia Dawen Chai Qun Zhou Quanxing

vehicular Ad-hoc networks unmanned aerial vehicle clustering algorithm

doi: 10.19734/j.issn.1001-3695.2025.06.0217

DDoS attack detection model based on Takens-Transformer and GCN

Deng Yuyang Lu Tianliang Li Zhihao Meng Haoyang Li Jinru

network traffic DDoS attack detection takens'theorem

doi: 10.19734/j.issn.1001-3695.2025.05.0218

SDN flow table multi-modal perception and DRL collaborative defense against DDoS method

Xu Zepeng Shu Zhaogang Chen Shuwu Tu Qiang Zhuang Tao

software-defined networking distributed denial-of-service attacks adversarial deep reinforcement learning networks

doi: 10.19734/j.issn.1001-3695.2025.06.0219

Well-structured consistency verification method for UML multi-view models based on theorem proof

Wu Runfang Du Ye Li Meihong

UML modeling multi-view consistency structural Mapping

doi: 10.19734/j.issn.1001-3695.2025.05.0220

Efficient four-party authentication scheme for industrial IoT enabled by fog computing

Wang Xiong Zhang Zehao Hu Zichen Li Weilin Wang Wenbo

fog computing industrial Internet of things authentication protocol

doi: 10.19734/j.issn.1001-3695.2025.05.0221

Brain disease diagnosis via triplet contrastive learning with dual-encoders and diffusion models

Wang Chen Zhang Limei Wang Junze Li Yaru Li Xuejiao Li Dongkai Xu Lina

resting-state fMRI brain functional network dual encoder

doi: 10.19734/j.issn.1001-3695.2025.06.0222

Human pose estimation based on improved stacked hourglass network

Lyu Chao Ma Geyao

human pose estimation stacked hourglass network lightweight model

doi: 10.19734/j.issn.1001-3695.2025.05.0174

Strategies for feature enhancement and class balance optimization in glaucoma optic disc and cup segmentation

Luo Min Cao Lu Zeng Junying Mai Chaoyun Huang Xiuqing Zhao Feifei He Xiquan

U-Net optic disc and cup segmentation glaucoma detection

doi: 10.19734/j.issn.1001-3695.2025.05.0224

Crossmodal remote sensing semantic segmentation based on Heterogeneous graph and mamba

Ye Zhiwei Feng Qingyang Liu Mingming Wang Yuan Gao Rong Yan Lingyu

crossmodal graph convolution visual state space model

doi: 10.19734/j.issn.1001-3695.2025.05.0225

Efficient semantic image retrieval paradigm via asymmetric framework

Wang Yueyun Huang Hua

image retrieval asymmetric retrieval semantic segmentation

doi: 10.19734/j.issn.1001-3695.2025.05.0226

Structured text–driven few-shot domain-specific image detection method

Liu Lei Yuan Yonghong He Haipeng Feng Hansen Wang Zijun

anomaly detection structural text vision-language models

doi: 10.19734/j.issn.1001-3695.2025.07.0227

Research on emotion recognition algorithm that integrates multi-layer features of speech

Hu Yunxin Yuan Ye Liu Na Li Qingdu

speech emotion recognition attention mechanism multi-level features

doi: 10.19734/j.issn.1001-3695.2025.07.0228

Global-local interaction with contrastive learning for multimodal emotion recognition in conversations

Niu Yan Yue Ying Li Jun

multimodal emotion recognition multimodal Fusion global-local interaction mechanism

doi: 10.19734/j.issn.1001-3695.2025.07.0229

Survey of few-shot image classification based on deep learning

Chen Jingyu Wu Jiaying Luo Jia Yu Wenqian Hu Jinglu Zhong Zhaoman

deep learning artificial intelligence few-shot learning

doi: 10.19734/j.issn.1001-3695.2025.05.0230

Review of methodological and technical advances in rule engines

Zhu Jiasheng Rui Xiaoping Tang Heng Bi Yiming

rule engine inference methods artificial intelligence

doi: 10.19734/j.issn.1001-3695.2025.07.0231

Artificial lemming algorithm incorporating defensive interaction mechanisms and its applications

Han Yu Liu Sheng

artificial lemming optimization algorithm species adaptive regulatory factor random mask dimension learning

doi: 10.19734/j.issn.1001-3695.2025.07.0232

Multimodal emotion recognition in conversation based on hypergraph learning and pairwise cross modal fusion

Li Shangwang Miao Yuqing Liu Tonglai Zhang Wanzhen Zhou Ming

emotion recognition in conversation hypergraph cross modal Fusion

doi: 10.19734/j.issn.1001-3695.2025.07.0233

Reliable fault prediction of decentralized stochastic discrete-event systems based on dynamic copredictor

Liu Fuchun Chen Zehao Liu Jianqi

stochastic discrete-event system decentralized stochastic system reliable fault prediction

doi: 10.19734/j.issn.1001-3695.2025.07.0234

Text enhancement framework based on open-source large language models

Huo Haoxin Guan Weili Fang Zhijie

text classification data augmentation large language model

doi: 10.19734/j.issn.1001-3695.2025.07.0235

Anomaly detection for multivariate time series based on dual-graph and multi-level contrastive learning

Wu Yulu Ling Jie

multivariate time series anomaly detection graph neural network

doi: 10.19734/j.issn.1001-3695.2025.07.0236

Recommendation of disentangled points-of-interest based on spatio-temporal context awareness

Yang Xiaowen Li Jinxiang Kuang Liqun Sun Fusheng Pang Min Li Luyang

POI recommendation spatio-temporal context vae

doi: 10.19734/j.issn.1001-3695.2025.07.0237

Serial multi-workshop scheduling method based on mappo algorithm

Yan Junyu Wu Mengwu

multi-workshop scheduling multi-agent deep reinforcement learning

doi: 10.19734/j.issn.1001-3695.2025.07.0238

Cooperative search algorithm based on hierarchical pheromone for UAV swarm

Li Xudong Chen Junsheng Liu Hengchuan

UAV swarm cooperative search hierarchical pheromone

doi: 10.19734/j.issn.1001-3695.2025.07.0239

Progressive information fusion for emotional dialogue generation based on bart

Tang Zehui Miu Yuqing Liu Tonglai Zhang Wanzhen Zhou Ming

emotional dialogue generation external knowledge base bart model

doi: 10.19734/j.issn.1001-3695.2025.07.0240

Solving ontology matching through genetic programming algorithm based on dynamic output node selection

He Guodong Lyu Qing Xue Xingsi

genetic programming ontology matching dynamic output node selection

doi: 10.19734/j.issn.1001-3695.2025.07.0241

Aero-engine remaining useful life prediction based on multi-scale time-frequency fusion and composite attention mechanism

Li Gongxun Ye Qing

remaining useful life prediction aero-engine time-frequency Fusion

doi: 10.19734/j.issn.1001-3695.2025.07.0242

Q-learning-based expert weight optimization for multi-tiered consensus feedback decision-making

Du Xiuli Cheng Weilong Gao Xing Pan Chengsheng Lyu Yana

group decision-making Q-learning multi-tiered consensus feedback

doi: 10.19734/j.issn.1001-3695.2025.07.0243

Multi-scale dual attention and multimodal fusion for ECG classification

Zhang Lina Wang Boyi Zhang Chenyu Jiang Tian Shen Tengfei

ECG classification multi-scale fusion attention mechanisms

doi: 10.19734/j.issn.1001-3695.2025.08.0244

Multi-strategy collaborative expansion adaptive step-size CDBA-RRT* robot path planning algorithm

Han Longgang Sheng Zhou Xu Hao

path planning CDBA-RRT* cooperative expansion

doi: 10.19734/j.issn.1001-3695.2025.07.0245

Hybrid compression method via knowledge distillation and meta-gradient initialization-based pruning

Zhang Hongmei Pan Shoudeng Liu Kejia Huo Junjie Du Ruiyang Wei Hongyi

deep learning initialization-based pruning knowledge distillation

doi: 10.19734/j.issn.1001-3695.2025.07.0246

Knowledge tracing based on heterogeneous graph and session graph

Zhang Zihao Wang Song Su Xinyi Yang Quanfu

knowledge tracing heterogeneous graph learner modeling

doi: 10.19734/j.issn.1001-3695.2025.07.0247

Dynamics model of public opinion propagation in two-layer coupled networks under time-delay effect

Xu Huijie Ma Jingke

time-delay effect Internet public opinion two-layer network

doi: 10.19734/j.issn.1001-3695.2025.07.0248

About the Journal

Application Research of Computers Monthly Journal
Journal ID ISSN 1001-3695
CN 51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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The Second National Periodical Award 100 Key Journals
Double Effect Journal of China Journal Formation
the Core Journal of China (Peking University 2023 Edition)
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Journal of China Computer Federation
2020-2022 The World Journal Clout Index (WJCI) Report of Scientific and Technological Periodicals
Full-text Source Journal of China Science and Technology Periodicals Database
Source Journal of China Academic Journals Comprehensive Evaluation Database
Source Journals of China Academic Journals (CD-ROM Version), China Journal Network
2017-2019 China Outstanding Academic Journals with International Influence (Natural Science and Engineering Technology)
Source Journal of Top Academic Papers (F5000) Program of China's Excellent Science and Technology Journals
Source Journal of China Engineering Technology Electronic Information Network and Electronic Technology Literature Database
Source Journal of British Science Digest (INSPEC)
Japan Science and Technology Agency (JST) Source Journal
Russian Journal of Abstracts (AJ, VINITI) Source Journals
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