No. 4, 2026 - Official site of Journal of Application Research of Computers

Apr. 2026

Volume 43, Issue 4, Total Issue 414

Support Open Access

Multi-graph fusion with enhanced social relation hypergraph network for POI recommendation

Cheng Shulin Yu Zhenqiang Xie Wenqing Jiang Jing

point-of-interest(poi)recommendation spatio-temporal enhanced graph social hypergraph network

doi: 10.19734/j.issn.1001-3695.2025.08.0278

Chinese zero-shot stance detection based on glyph

Fu Shufan Wang Zhongqing Miao Yifei

zero-shot stance detection pictographic feature semantic enhancement strategy

doi: 10.19734/j.issn.1001-3695.2025.09.0279

End-to-end learning framework for multi-level diversified recommendation

Wen Wen Guo Xiaotong Feng Yali Zheng Jiabi Hao Zhifeng

diversified recommendation personalized diversity requirements multi-level diversified constraints

doi: 10.19734/j.issn.1001-3695.2025.08.0280

Newton-raphson optimization-driven adaptive density peak clustering

Wei Xiuxi Li Kang Huang Huajuan Zhou Yongquan Pang Qiuben

density peak clustering newton-raphson optimization adaptive parameter optimization

doi: 10.19734/j.issn.1001-3695.2025.08.0281

Explainable lipid nanoparticles transfection efficiency prediction model based on multimodal feature fusion

Pang Guojun Lin Bangjiang Zheng Bowen Chen Jian Xu Bohui

multimodal feature fusion neural network convolution multi-layer perceptron

doi: 10.19734/j.issn.1001-3695.2025.08.0282

Multi-strategy improved snake optimization algorithm and its application

Chai Yan Li Yulong

snake optimization algorithm(SO) cosine transform-based chaotic system gender-based search

doi: 10.19734/j.issn.1001-3695.2025.08.0283

Joint optimization of transmission resources and trajectory for air-ground cooperative noma with dynamic time-slot division

Feng Liyang Xu Wanping

UAV communication resource allocation coordinated transmission

doi: 10.19734/j.issn.1001-3695.2025.08.0284

Data rights confirmation schemes to defend against malicious subset rights confirmation attacks

Zhou Quan Chen Qingru Ye Xinqi

data rights confirmation malicious subset attack atomic feature

doi: 10.19734/j.issn.1001-3695.2025.07.0285

History-aware dynamic federated learning method for data heterogeneous environments

Luo Haowen Sheng Zhiwei

federated learning data heterogeneity gradient correction

doi: 10.19734/j.issn.1001-3695.2025.07.0286

Malware classification method based on image with information fusion and deep learning

Zhao Yonglin Guo Chun Lyu Xiaodan Zhou Xuemei

malware image malware classification information Fusion

doi: 10.19734/j.issn.1001-3695.2025.07.0287

Occluded object 6D pose estimation using cross-modal feature fusion and color-guided registration

Jia Junying Ai Liang Lu Xin

occluded scene pose estimation multimodal feature fusion network point cloud registration

doi: 10.19734/j.issn.1001-3695.2025.07.0288

Image compressive sensing reconstruction algorithm based on multilevel feature enhancement

Liu Yuhong Li Dan

image compressive sensing dynamic offset self-attention multi-level features enhancement

doi: 10.19734/j.issn.1001-3695.2025.07.0289

Super resolution reconstruction network based on multi-scale large kernel convolution and improved nonlocal attention

Li Jinfeng Wang Shiyu Bian Jilong

image super-resolution reconstruction convolutional neural network attention mechanism

doi: 10.19734/j.issn.1001-3695.2025.07.0290

Trifusion-edge pvt: spatial-channel multi-scale fusion with edge enhancement for medical image segmentation

Liu Qu Liu Sunjun Wang Zheng Tao Yiting Li Gang

medical image segmentation PVT global context modeling

doi: 10.19734/j.issn.1001-3695.2025.07.0291

Multivariate photovoltaic power forecasting based on time-frequency decomposition and channel interaction awareness

Li Zheng Wu Wenli Qin Jinlei Wu Heng

multivariate photovoltaic power prediction time-frequency decomposition channel enhancement

doi: 10.19734/j.issn.1001-3695.2025.07.0293

Review of path planning algorithms for mobile robots

Wu Jintao Yan Jianwei Zhang Fugui Zhang Shaoxia

mobile robot path planning algorithm algorithm improvement

doi: 10.19734/j.issn.1001-3695.2025.08.0294

Short-term electricity load forecasting using EWT-TOPSIS fusion and volatility-aware attention

Chen Siyi Hu Shuanglin Yuan Bo

short-term load forecasting empirical wavelet transform TOPSIS feature fusion

doi: 10.19734/j.issn.1001-3695.2025.08.0295

Spatiotemporal fusion multi-hop reasoning model for temporal knowledge graphs

Ma Handa Fei Fan

temporal knowledge graph multi-hop reasoning triplet distributor

doi: 10.19734/j.issn.1001-3695.2025.08.0296

Multi-view unsupervised feature selection based on unified measurement and tensor learning

Dai Jiamin Xie Xijiong

tensor learning self-representation learning unsupervised feature selection

doi: 10.19734/j.issn.1001-3695.2025.08.0297

Explainability based adversarial training method for 3D object tracking

Cheng Riran Wang Xupeng Lei Hang Xiao Dian Yang Qing

3d object tracking explainability method defense method

doi: 10.19734/j.issn.1001-3695.2025.08.0298

Path planning and obstacle avoidance for multi-four-way shuttle vehicles based on mutex propagation and multi-strategy improved ccbs

Sun Junyan Jin Zengrui Wu Huanqin

four-directional shuttle vehicle path planning continuous conflict-based search algorithm

doi: 10.19734/j.issn.1001-3695.2025.07.0299

Multimodal emotion recognition with soft-hard data augmentation and interactive attention mixed spatiotemporal convolutional network

Zhao Kun Meng Fan Li Wenqiang Tang Guilin Xie Yaocong

multimodal emotion recognition soft-hard data augmentation mixed spatiotemporal convolution

doi: 10.19734/j.issn.1001-3695.2025.08.0300

Hybrid salp swarm algorithm and flower pollination algorithm with adaptive leader selection and full opposition-based learning mechanism

Li Dahai Wu Sikai Wang Zhendong

hybrid algorithm salp swarm algorithm flower pollination algorithm

doi: 10.19734/j.issn.1001-3695.2025.08.0302

Spatial-frequency token mixer with spiking dilated separable attention and frequency learning

Tao Huixing Chen Yunhua Chen Pinghua Liao Zhaohui Zhou Honghong

spiking neural networks spiking transformer spiking dilated separable attention

doi: 10.19734/j.issn.1001-3695.2025.08.0303

Differential evolution algorithm based on clustering linear combination and optimization state adaptation

Xiong Caiquan Li Hao Xia Dahai Wu Xinyun Luo Mao

differential evolution(DE) clustering linear combination state adaptation

doi: 10.19734/j.issn.1001-3695.2025.08.0304

Multi-hop task offloading strategy with SDN assistance and game-theoretic incentives

Li Zuopeng Huang Shiyu Jia Zetong

edge computing D2D software defined networking

doi: 10.19734/j.issn.1001-3695.2025.09.0305

Beamforming design in modular XL-MIMO-enabled hybrid near-far mixed field NOMA communication systems for Internet of Things

Liang Yisheng Xie Zhili Zhang Guangchi Cui Miao Fu Hao

Internet-of-Things(IoT) extremely large-scale multiple-input multiple-output(XL-MIMO) modular

doi: 10.19734/j.issn.1001-3695.2025.09.0306

Blockchain-based scheme for dynamic permission management and privacy protection

Li Xianqiu Peng Changgen Tan Weijie

blockchain attribute-based encryption proxy re-encryption

doi: 10.19734/j.issn.1001-3695.2025.09.0307

Privacy-preserving decentralized recommendation system based on blockchain and federated learning

Guo Jianlan Chen Yuqiang Lu Rong Li Guangcheng

decentralization federated learning privacy protection

doi: 10.19734/j.issn.1001-3695.2025.09.0301

Review of privacy protection technologies in retrieval-augmented generation

Liu Xiaoqian Yuan Ming Qian Hanwei Gao Guangliang Wang Qun

retrieval-augmented generation privacy protection differential privacy

doi: 10.19734/j.issn.1001-3695.2025.09.0308

Overview on node classification in multilayer networks based on graph neural networks

Chen Kexin Ding Cangfeng Zhu Ye Cao Bohao

multilayer networks graph neural networks complex networks

doi: 10.19734/j.issn.1001-3695.2025.09.0309

Patch-based fusion for high-resolution monocular depth estimation

Yin Qian Chen Yunhao Zhao Li Yang Songyan Tang Jianing

high-resolution monocular depth estimation multi-scale feature Fusion patch-based strategy

doi: 10.19734/j.issn.1001-3695.2025.07.0310

Research on key technologies of domain application system generation based on cognitive map

Liu Yao Liu Tianji Gao Ziheng

cognitive map domain application systems system generation

doi: 10.19734/j.issn.1001-3695.2025.06.0311

Point cloud semantic segmentation network based on channel gating and feature interaction

Qiu Yunfei Chen Xi

semantic segmentation 3d point cloud deep learning

doi: 10.19734/j.issn.1001-3695.2025.08.0312

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.

Indexed & Evaluation

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Double Effect Journal of China Journal Formation
the Core Journal of China (Peking University 2023 Edition)
the Core Journal for Science
Chinese Science Citation Database (CSCD) Source Journals
RCCSE Chinese Core Academic Journals
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
Full-text Journal of EBSCO, USA
Cambridge Scientific Abstracts (Natural Sciences) (CSA(NS)) core journals
Poland Copernicus Index (IC)
Ulrichsweb (USA)