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10 October 2026, Volume 46 Issue 10
Previous Issue
Artificial intelligence
Survey on differentiable neural architecture search methods
Han WANG, Ruiqi YU, Shuang REN
2026, 46(10): 3065-3075.
DOI:
10.11772/j.issn.1001-9081.2025091152
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Graph convolutional recommender system integrating contrastive learning and global graph data augmentation
Long CHEN, Xinmin HOU
2026, 46(10): 3076-3082.
DOI:
10.11772/j.issn.1001-9081.2025091126
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Heterogeneous graph neural network based on multi-head relation transformation
Huajuan HUANG, Yongkang FANG, Xiuxi WEI
2026, 46(10): 3083-3092.
DOI:
10.11772/j.issn.1001-9081.2025081065
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Multi-model collaborative continual learning framework based on filtering mechanism
Yuzhen WU, Chen PAN, Qiannan LI
2026, 46(10): 3093-3100.
DOI:
10.11772/j.issn.1001-9081.2025091087
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Policy optimization method integrating overestimated and underestimated value functions
Ziheng ZHANG, Jin QIN
2026, 46(10): 3101-3106.
DOI:
10.11772/j.issn.1001-9081.2025091175
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Joint intent-slot recognition method based on prompt-guided generation and tri-mutual attention
Shangzhi TENG, Jin HUANG, Xueqiang LYU, Xindong YOU
2026, 46(10): 3107-3116.
DOI:
10.11772/j.issn.1001-9081.2025091092
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Zero-shot knowledge graph relation prediction method via dual-channel embedding fusion
Bing GAO, Jinzhuo LIN, Qijie ZOU, Yongqiang YAO
2026, 46(10): 3117-3123.
DOI:
10.11772/j.issn.1001-9081.2025080945
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Speech emotion recognition with global-aware fusing binary multi-scale features
Zheng WANG, Jiahui NI, Fanlong ZHANG
2026, 46(10): 3124-3132.
DOI:
10.11772/j.issn.1001-9081.2025080935
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Criminal psychological attribution classification model based on TF-Chi probability features and hybrid prompt learning
Congcong LI, Guandong GAO, Ke XIAO, Bowei SHEN
2026, 46(10): 3133-3142.
DOI:
10.11772/j.issn.1001-9081.2025081057
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Agricultural user identification method integrating image-text and large language model
Yimeng SHANG, Zenglin CHI, Hongming ZHANG, Bin LIU, Guoqiang HU, Dangdang NIU
2026, 46(10): 3143-3152.
DOI:
10.11772/j.issn.1001-9081.2025091082
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Large language model information extraction for aeronautical data link
Kui TANG, Shuanliang GAO, Yang LI, Geng LI, Jiaxing ZHANG, Yuanfang ZHU, Yongming FU, Ruiqi MAO, Hongru LIANG
2026, 46(10): 3153-3160.
DOI:
10.11772/j.issn.1001-9081.2025091104
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Flight ground service milestone event prediction based on CTrans-ATGCN
Xia FENG, Qi WANG, Mingze ZHANG, Haichao ZUO, Guoyu WANG
2026, 46(10): 3161-3170.
DOI:
10.11772/j.issn.1001-9081.2025080942
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Data science and technology
Traffic flow prediction model with spatial-temporal awareness and self-supervised Transformer
Jinxiang WEI, Leichun WANG, Xiangfeng LU, Ruirui SONG, Yunping HE, Xiaomeng LIU
2026, 46(10): 3171-3179.
DOI:
10.11772/j.issn.1001-9081.2025091098
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Mesoscale modeling-based multi-agent simulation method for dynamic traffic
Rui ZHANG, Zhicheng ZHENG, Lihu PAN, Huanyuan GUO, Linliang ZHANG, Huimin YAN
2026, 46(10): 3180-3190.
DOI:
10.11772/j.issn.1001-9081.2025091132
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Power usage effectiveness prediction of small air-cooled data centers based on LSTM-Transformer
Yuxuan TENG, Congfeng JIANG, Junming LIU, Chuanqi XU
2026, 46(10): 3191-3198.
DOI:
10.11772/j.issn.1001-9081.2025080944
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Mamba-ADCL： time series anomaly detection method based on contrastive learning and Mamba
Zhihong ZHAO, Xushuo LIU
2026, 46(10): 3199-3205.
DOI:
10.11772/j.issn.1001-9081.2025080958
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Multivariate time series data analysis method based on transposed self-attention mechanism and convolutional autoencoder
Sheng LIU, Yinghua TONG
2026, 46(10): 3206-3214.
DOI:
10.11772/j.issn.1001-9081.2025080971
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Cyber security
Survey of remote access Trojan detection methods based on traffic analysis
Bin ZHANG, Wenyong WANG, Qixun ZHU, Jiaxu QIU, Jiahe ZHANG, Conghui LIAO, Ziyu LIAO
2026, 46(10): 3215-3226.
DOI:
10.11772/j.issn.1001-9081.2025091099
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Information security risk assessment based on multi-objective programming and evidential reasoning theory
Jingping WANG, Yanting LIU, Haiming LONG, Yingjun ZHANG
2026, 46(10): 3227-3232.
DOI:
10.11772/j.issn.1001-9081.2025091123
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DDoS attack detection method based on DeepInsight and hybrid quantum convolutional neural network
Huaijin LI, Shibin ZHANG, Min YANG
2026, 46(10): 3233-3241.
DOI:
10.11772/j.issn.1001-9081.2025091091
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Fault-tolerant method for industrial IoT edge computing based on sparse graph attention
Yuqing NIU, Zhiyong ZHANG, Zhongya ZHANG, Hang ZHANG
2026, 46(10): 3242-3249.
DOI:
10.11772/j.issn.1001-9081.2025091151
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Advanced computing
Zynco： distributed service framework for runtime state coevolution
Zhongyi LIU, Mengxiao LI, Cheng LIN, Feng TIAN, Dan FU, Wei SHAN, Zheng WANG, Jian YANG
2026, 46(10): 3250-3259.
DOI:
10.11772/j.issn.1001-9081.2025080953
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Improved hippopotamus optimization algorithm based on coupling interference and covariance evolution
Miaomiao LIU, Jiahao XI, Qiang ZHANG, Jingfeng GUO, Wenxiang SHI
2026, 46(10): 3260-3271.
DOI:
10.11772/j.issn.1001-9081.2025081050
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APINN-based method for solving integro-differential-algebraic equations
Xiaoqing ZENG, Juan TANG, Huafeng XIAO, Manqi XIE, Kai LUO
2026, 46(10): 3272-3279.
DOI:
10.11772/j.issn.1001-9081.2025091145
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Multi-attribute decision-making method based on utility three-way decision in Pythagorean fuzzy environments
Fuyue TAO, Lei WANG, Min LI
2026, 46(10): 3280-3287.
DOI:
10.11772/j.issn.1001-9081.2025091111
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Computer software technology
Multi-strategy compiler fuzzing system based on large language models
Donghui LI, Yingying LI, Chunyan ZHANG, Peng LIU
2026, 46(10): 3288-3297.
DOI:
10.11772/j.issn.1001-9081.2025091078
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Unit test generation method based on path constraint sharding driven large language model
Xiaolong XU, Junfeng WANG, Peng WU, Xiansheng CAO
2026, 46(10): 3298-3306.
DOI:
10.11772/j.issn.1001-9081.2025091085
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Multimedia computing and computer simulation
Lightweight network based on segmentation guidance and frequency domain enhancement for wheat ear counting
Yuxi LI, Yaying WANG, Shiqin TIAN, Bochuan ZHENG
2026, 46(10): 3307-3316.
DOI:
10.11772/j.issn.1001-9081.2025091115
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Gait recognition method based on multi-feature fusion using frequency-modulated continuous wave radar
Jiawei JIANG, Jian GUO, Mingwei YUAN, Zhichun LI, Lijuan SUN
2026, 46(10): 3317-3323.
DOI:
10.11772/j.issn.1001-9081.2025091139
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Blind image super-resolution reconstruction method by integrating degradation estimation and dynamic residual-in-residual dense blocks
Xin ZHANG, Huawei YI, Mengyuan ZHAO, Yanfei WANG, Linchen ZHANG
2026, 46(10): 3324-3331.
DOI:
10.11772/j.issn.1001-9081.2025081031
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Small-target-oriented intelligent diagnosis model for cotton leaf diseases
Abudukelimu HALIDANMU, Gengrong ZHANG, Yuhan LIANG, Anran WEI, Abulizi ABUDUKELIMU
2026, 46(10): 3332-3341.
DOI:
10.11772/j.issn.1001-9081.2025091148
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Wheat stripe rust recognition method based on multi-scale feature fusion and attention enhancement
Huimin HUANG, Pengfei WANG, Ying ZHAO, Aihong YUAN, Jin HU, Jianfeng WANG
2026, 46(10): 3342-3353.
DOI:
10.11772/j.issn.1001-9081.2025091184
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Frontier and comprehensive applications
Evolution and prospect of deep learning in meteorological data assimilation
Haiyan LYU, Lijun ZHOU, Jie ZHANG, Yuan ZHAO, Lina WANG
2026, 46(10): 3354-3364.
DOI:
10.11772/j.issn.1001-9081.2025091135
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Research progress and future prospects of multimodal depression detection based on deep learning
Junxiao REN, Xiaoyan LAN, Xuyang SHI, Qiang LI
2026, 46(10): 3365-3374.
DOI:
10.11772/j.issn.1001-9081.2025091147
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SiamGAN-CNNBiLSTM： respiratory state classification system with WiFi signal-based data augmentation
Rong JI, Tianyu HUANG, Yanlei GE, Xingbin LI, Bo SUN, Yingqi LI
2026, 46(10): 3375-3383.
DOI:
10.11772/j.issn.1001-9081.2025081062
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Real-time dynamic multi-source multi-sink path planning method for indoor fire scenarios
Tao HAN, Litao HAN, Ran JI
2026, 46(10): 3384-3390.
DOI:
10.11772/j.issn.1001-9081.2025091071
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Fault warning of feedwater pumps in power plant based on multi-head attention and new gated unit
Jingyang WANG, Hao WANG, Bin ZHANG, Wei SHI, Min HUANG, Yang ZHANG
2026, 46(10): 3391-3399.
DOI:
10.11772/j.issn.1001-9081.2025080937
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Fault diagnosis method integrating dual-threshold preliminary screening and edge-level dynamic graph convolution
Wanxiong MIN, Yicheng YAN, Jiuyin WANG, Yukuan LIANG, Wenyang LIANG, Zuozhou PAN, Yong LIAO
2026, 46(10): 3400-3406.
DOI:
10.11772/j.issn.1001-9081.2025091114
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Journal of Computer Applications Selected as one of the "Highest International Impact Academic Journal of China"
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Journal of Computer Applications is included in A Guide to the Core Journal of China
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Superintended by:
Sichuan Associations for Science and Technology
Sponsored by:
Sichuan Computer Federation
Chengdu Branch, Chinese Academy of Sciences
Honorary Editor-in-Chief:
ZHANG Jingzhong
Editor-in-Chief:
XU Zongben
Associate Editor:
SHEN Hengtao XIA Zhaohui
Domestic Post Distribution Code:
62-110
Foreign Distribution Code:
M4616
Address:
No. 9, 4th Section of South Renmin Road, Chengdu 610041, China
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