Core Journal of China
CSTPCD Journal
10 August 2025, Volume 45 Issue 8
Previous Issue   
National Open Distributed and Parallel Computing Conference 2024 (DPCS 2024）
Review of research on efficiency of federated learning
Lina GE, Mingyu WANG, Lei TIAN
2025, 45(8):  2387-2398. 
DOI: 10.11772/j.issn.1001-9081.2024081119
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Detection and defense scheme for backdoor attacks in federated learning
Jintao SU, Lina GE, Liguang XIAO, Jing ZOU, Zhe WANG
2025, 45(8):  2399-2408. 
DOI: 10.11772/j.issn.1001-9081.2024081120
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Evaluation of training efficiency and training performance of graph neural network models based on distributed environment
Yinchuan TU, Yong GUO, Heng MAO, Yi REN, Jianfeng ZHANG, Bao LI
2025, 45(8):  2409-2420. 
DOI: 10.11772/j.issn.1001-9081.2024081140
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Blockchain-based data notarization model for autonomous driving simulation testing
Haiyang PENG, Weixing JI, Fawang LIU
2025, 45(8):  2421-2427. 
DOI: 10.11772/j.issn.1001-9081.2024091280
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Dynamic detection method of eclipse attacks for blockchain node analysis
Shuo ZHANG, Guokai SUN, Yuan ZHUANG, Xiaoyu FENG, Jingzhi WANG
2025, 45(8):  2428-2436. 
DOI: 10.11772/j.issn.1001-9081.2024081101
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Certificateless ring signature scheme based on SM2
Yu WANG, Minghui ZHENG, Jingyi YANG, Shicheng HUANG
2025, 45(8):  2437-2441. 
DOI: 10.11772/j.issn.1001-9081.2024081108
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The 21th CCF Conference on Web Information Systems and Applications (WISA 2024)
Dual-stage prompt tuning method for automated preference alignment
Tao FENG, Chen LIU
2025, 45(8):  2442-2447. 
DOI: 10.11772/j.issn.1001-9081.2024081083
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Cross-modal information fusion for video-text retrieval
Yimeng XI, Zhen DENG, Qian LIU, Libo LIU
2025, 45(8):  2448-2456. 
DOI: 10.11772/j.issn.1001-9081.2024081082
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Deep variational text clustering model based on distribution augmentation
Ao SHEN, Ruizhang HUANG, Jingjing XUE, Yanping CHEN, Yongbin QIN
2025, 45(8):  2457-2463. 
DOI: 10.11772/j.issn.1001-9081.2024081100
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Diversity semantic query on resource description framework graphs based on multi-level neighborhood predicate label tree encoding index
Jiantao JIANG, Baoyan SONG, Xiaohuan SHAN
2025, 45(8):  2464-2469. 
DOI: 10.11772/j.issn.1001-9081.2024081164
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Heterogeneous graph attention network for relation extraction based on feature combination
Jiaxin YAN, Yanping CHEN, Weizhe YANG, Ruizhang HUANG, Yongbin QIN
2025, 45(8):  2470-2476. 
DOI: 10.11772/j.issn.1001-9081.2024081076
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Multi-objective optimization of steel logistics vehicle-cargo matching under multiple constraints
Kaile YU, Jiajun LIAO, Jiali MAO, Xiaopeng HUANG
2025, 45(8):  2477-2483. 
DOI: 10.11772/j.issn.1001-9081.2024081125
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Artificial intelligence
Chinese spelling correction model ReLM enhanced with deep semantic features
Wei ZHANG, Jiaxiang NIU, Jichao MA, Qiongxia SHEN
2025, 45(8):  2484-2490. 
DOI: 10.11772/j.issn.1001-9081.2024071015
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Metaphor detection for improving representation in linguistic rules
Qing YANG, Yan ZHU
2025, 45(8):  2491-2496. 
DOI: 10.11772/j.issn.1001-9081.2024071037
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Integrating internal and external data for out-of-distribution detection training and testing
Zhiyuan WANG, Tao PENG, Jie YANG
2025, 45(8):  2497-2506. 
DOI: 10.11772/j.issn.1001-9081.2024081141
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Dependency type and distance enhanced aspect based sentiment analysis model
Biao ZHAO, Yuhua QIN, Rongkun TIAN, Yuehang HU, Fangrui CHEN
2025, 45(8):  2507-2514. 
DOI: 10.11772/j.issn.1001-9081.2024081088
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Speech emotion recognition method based on hybrid Siamese network with CNN and bidirectional GRU
Peng PENG, Ziting CAI, Wenling LIU, Caihua CHEN, Wei ZENG, Baolai HUANG
2025, 45(8):  2515-2521. 
DOI: 10.11772/j.issn.1001-9081.2024081142
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Sequence labeling optimization method combined with entity boundary offset
Jing YU, Yanping CHEN, Ying HU, Ruizhang HUANG, Yongbin QIN
2025, 45(8):  2522-2529. 
DOI: 10.11772/j.issn.1001-9081.2024071036
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Partial label regression algorithm integrating feature attention and residual connection
Haifeng WU, Liqing TAO, Yusheng CHENG
2025, 45(8):  2530-2536. 
DOI: 10.11772/j.issn.1001-9081.2024071012
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3D object detection algorithm based on multi-scale network and axial attention
Chengzhi YAN, Ying CHEN, Kai ZHONG, Han GAO
2025, 45(8):  2537-2545. 
DOI: 10.11772/j.issn.1001-9081.2024071058
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Semi-supervised object detection framework guided by self-paced learning
Binhong XIE, Yingkun LA, Yingjun ZHANG, Rui ZHANG
2025, 45(8):  2546-2554. 
DOI: 10.11772/j.issn.1001-9081.2024081096
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Multi-target detection algorithm for traffic intersection images based on YOLOv9
Yanhua LIAO, Yuanxia YAN, Wenlin PAN
2025, 45(8):  2555-2565. 
DOI: 10.11772/j.issn.1001-9081.2024071020
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Combining preprocessing methods and adversarial learning for fair link prediction
Yifeng PENG, Yan ZHU
2025, 45(8):  2566-2571. 
DOI: 10.11772/j.issn.1001-9081.2024081117
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Data science and technology
Non-redundant and statistically significant discriminative high utility pattern mining algorithm
Jun WU, Aijia OUYANG, Ya WANG
2025, 45(8):  2572-2581. 
DOI: 10.11772/j.issn.1001-9081.2024071063
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Incremental missing value imputation algorithm for time series based on diffusion model
Xingjie FENG, Xingpeng BIAN, Xiaorong FENG, Xinglong WANG
2025, 45(8):  2582-2591. 
DOI: 10.11772/j.issn.1001-9081.2024071046
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Multi-task social item recommendation method based on dynamic adaptive generation of item graph
Yi WANG, Yinglong MA
2025, 45(8):  2592-2599. 
DOI: 10.11772/j.issn.1001-9081.2024071038
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Cyber security
Secure and efficient frequency estimation method based on shuffled differential privacy
Yan YAN, Feifei LI, Yaqin LYU, Tao FENG
2025, 45(8):  2600-2611. 
DOI: 10.11772/j.issn.1001-9081.2024070911
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Dynamic searchable encryption scheme based on puncturable pseudorandom function
Yundong LIU, Xueming WANG
2025, 45(8):  2612-2621. 
DOI: 10.11772/j.issn.1001-9081.2024071011
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Anonymous and traceable authentication key agreement protocol in intelligent vehicle networking systems
Xiaojun ZHANG, Zhouyang WANG, Lei LI, Haoyu TANG, Jingting XUE, Xinpeng ZHANG
2025, 45(8):  2622-2629. 
DOI: 10.11772/j.issn.1001-9081.2024081137
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P-Dledger： blockchain edge node security architecture
Di WANG
2025, 45(8):  2630-2636. 
DOI: 10.11772/j.issn.1001-9081.2024111579
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Advanced computing
Design and implementation of FPGA hardware structure optimization based on R22FFT algorithm
Hailin XIAO, Yudong YANG, Ziyi YANG, Hailong LIU, Yu WANG, Zhongshan ZHANG, Xiaoming DAI
2025, 45(8):  2637-2645. 
DOI: 10.11772/j.issn.1001-9081.2024071010
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Improved multi-layer perceptron and attention model-based power consumption prediction algorithm
Chao JING, Yutao QUAN, Yan CHEN
2025, 45(8):  2646-2655. 
DOI: 10.11772/j.issn.1001-9081.2024081092
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Dual-population dual-stage evolutionary algorithm for complex constrained multi-objective optimization problems
Zhichao YUAN, Lei YANG, Jinglin TIAN, Xiaowei WEI, Kangshun LI
2025, 45(8):  2656-2665. 
DOI: 10.11772/j.issn.1001-9081.2024081130
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Lagrangian particle flow simulation by equivariant graph neural network
Quan JIANG, Wenqing HUANG, Zhiyong GOU
2025, 45(8):  2666-2671. 
DOI: 10.11772/j.issn.1001-9081.2024111601
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Network and communications
Modulation recognition network for complex electromagnetic environments
Jin ZHOU, Yuzhi LI, Xu ZHANG, Shuo GAO, Li ZHANG, Jiachuan SHENG
2025, 45(8):  2672-2682. 
DOI: 10.11772/j.issn.1001-9081.2025010117
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Computer software technology
DTOps： integrated development and operations method for digital twin systems
Ronghua MIAO, Yicheng SUN, Sen WANG, Yanting WU, Ming DU, Jinsong BAO
2025, 45(8):  2683-2693. 
DOI: 10.11772/j.issn.1001-9081.2024071051
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Multimedia computing and computer simulation
Layered solving method for virtual maintenance posture in narrow aircraft space
Zhexu LIU, Aobing ZHANG, Zhiyong FAN
2025, 45(8):  2694-2703. 
DOI: 10.11772/j.issn.1001-9081.2024071068
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Research and implementation of large-scale unmanned aerial vehicle swarm simulation engine based on container
Hengxian TANG, Yuan YAO, Haoxiang KANG
2025, 45(8):  2704-2711. 
DOI: 10.11772/j.issn.1001-9081.2024081090
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Thoracic disease classification method based on cross-scale attention network
Jinhao LIN, Chuan LUO, Tianrui LI, Hongmei CHEN
2025, 45(8):  2712-2719. 
DOI: 10.11772/j.issn.1001-9081.2024071019
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Few-shot skin image classification model based on spatial transformer network and feature distribution calibration
Jing WANG, Jiaxing LIU, Wanying SONG, Jiaxing XUE, Wenxin DING
2025, 45(8):  2720-2726. 
DOI: 10.11772/j.issn.1001-9081.2024071039
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