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10 April 2025, Volume 45 Issue 4
Previous Issue
Artificial intelligence
Review on bimodal emotion recognition based on speech and text
Lingmin HAN, Xianhong CHEN, Wenmeng XIONG
2025, 45(4): 1025-1034.
DOI:
10.11772/j.issn.1001-9081.2024030319
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Self-supervised learning method using minimal prior knowledge
Junyi ZHU, Leilei CHANG, Xiaobin XU, Zhiyong HAO, Haiyue YU, Jiang JIANG
2025, 45(4): 1035-1041.
DOI:
10.11772/j.issn.1001-9081.2024030366
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Multi-branch multi-view based contextual contrastive representation learning method for time series
Guangju YANG, Tianjian LUO, Kaijun WANG, Siqi YANG
2025, 45(4): 1042-1052.
DOI:
10.11772/j.issn.1001-9081.2024040448
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Recommendation algorithm of graph contrastive learning based on hybrid negative sampling
Renjie TIAN, Mingli JING, Long JIAO, Fei WANG
2025, 45(4): 1053-1060.
DOI:
10.11772/j.issn.1001-9081.2024040419
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Multi-view and multi-scale contrastive learning for graph collaborative filtering
Weichao DANG, Xinyu WEN, Gaimei GAO, Chunxia LIU
2025, 45(4): 1061-1068.
DOI:
10.11772/j.issn.1001-9081.2024030393
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Channel shuffle attention mechanism based on group convolution
Liwei ZHANG, Quan LIANG, Yutao HU, Qiaole ZHU
2025, 45(4): 1069-1076.
DOI:
10.11772/j.issn.1001-9081.2024040525
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Edge federation dynamic analysis for hierarchical federated learning based on evolutionary game
Yufei XIANG, Zhengwei NI
2025, 45(4): 1077-1085.
DOI:
10.11772/j.issn.1001-9081.2024040428
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Clustering federated learning algorithm for heterogeneous data
Qingli CHEN, Yuanbo GUO, Chen FANG
2025, 45(4): 1086-1094.
DOI:
10.11772/j.issn.1001-9081.2024010132
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Cross-domain few-shot classification model based on relation network and Vision Transformer
Yiqin YAN, Chuan LUO, Tianrui LI, Hongmei CHEN
2025, 45(4): 1095-1103.
DOI:
10.11772/j.issn.1001-9081.2023121852
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Multi-label classification model based on multi-label relational graph and local dynamic reconstruction learning
Jie HU, Qiyang ZHENG, Jun SUN, Yan ZHANG
2025, 45(4): 1104-1112.
DOI:
10.11772/j.issn.1001-9081.2024030386
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Data augmentation technique incorporating label confusion for Chinese text classification
Haitao SUN, Jiayu LIN, Zuhong LIANG, Jie GUO
2025, 45(4): 1113-1119.
DOI:
10.11772/j.issn.1001-9081.2024040550
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Boundary-cross supervised semantic segmentation network with decoupled residual self-attention
Kunyuan JIANG, Xiaoxia LI, Li WANG, Yaodan CAO, Xiaoqiang ZHANG, Nan DING, Yingyue ZHOU
2025, 45(4): 1120-1129.
DOI:
10.11772/j.issn.1001-9081.2024040415
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Domain adaptation integrating environment label smoothing and nuclear norm discrepancy
Meirong DING, Jinxin ZHUO, Yuwu LU, Qinglong LIU, Jicong LANG
2025, 45(4): 1130-1138.
DOI:
10.11772/j.issn.1001-9081.2024040417
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Unsupervised text style transfer based on semantic perception of proximity
Junxiu AN, Linwang YANG, Yuan LIU
2025, 45(4): 1139-1147.
DOI:
10.11772/j.issn.1001-9081.2024040536
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Knowledge graph completion using hierarchical attention fusing directed relationships and relational paths
Sheping ZHAI, Qing YANG, Yan HUANG, Rui YANG
2025, 45(4): 1148-1156.
DOI:
10.11772/j.issn.1001-9081.2024030321
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Consultation recommendation method based on knowledge graph and dialogue structure
Chun XU, Shuangyan JI, Huan MA, Enwei SUN, Mengmeng WANG, Mingyu SU
2025, 45(4): 1157-1168.
DOI:
10.11772/j.issn.1001-9081.2024050573
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Tender information extraction method based on prompt tuning of knowledge
Yiheng SUN, Maofu LIU
2025, 45(4): 1169-1176.
DOI:
10.11772/j.issn.1001-9081.2024030336
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Open-world knowledge reasoning model based on path and enhanced triplet text
Liqin WANG, Zhilei GENG, Yingshuang LI, Yongfeng DONG, Meng BIAN
2025, 45(4): 1177-1183.
DOI:
10.11772/j.issn.1001-9081.2024030265
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Fact verification of semantic fusion collaborative reasoning based on graph embedding
Malei SHEN, Zhicai SHI, Yongbin GAO, Jianyang HU
2025, 45(4): 1184-1189.
DOI:
10.11772/j.issn.1001-9081.2024040436
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Novel speaker identification framework based on narrative unit and reliable label
Tianyu LIU, Ye TAO, Chaofeng LU, Jiawang LIU
2025, 45(4): 1190-1198.
DOI:
10.11772/j.issn.1001-9081.2024030331
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Tibetan word segmentation system based on pre-trained model tokenization reconstruction
Jie YANG, Tashi NYIMA, Dongrub RINCHEN, Jindong QI, Dondrub TSHERING
2025, 45(4): 1199-1204.
DOI:
10.11772/j.issn.1001-9081.2024040442
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Data science and technology
Group recommendation model by graph neural network based on multi-perspective learning
Cong WANG, Yancui SHI
2025, 45(4): 1205-1212.
DOI:
10.11772/j.issn.1001-9081.2024030337
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Developer recommendation for open-source projects based on collaborative contribution network
Lan YOU, Yuang ZHANG, Yuan LIU, Zhijun CHEN, Wei WANG, Xing ZENG, Zhangwei HE
2025, 45(4): 1213-1222.
DOI:
10.11772/j.issn.1001-9081.2024040454
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Multi-behavior recommendation based on cascading residual graph convolutional network
Weichao DANG, Chujun SONG, Gaimei GAO, Chunxia LIU
2025, 45(4): 1223-1231.
DOI:
10.11772/j.issn.1001-9081.2024040461
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Cyber security
Framework and implementation of network data security protection based on zero trust
Zuoguang WANG, Chao LI, Li ZHAO
2025, 45(4): 1232-1240.
DOI:
10.11772/j.issn.1001-9081.2024040526
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Secure cluster control of UAVs under DoS attacks based on APF and DDPG algorithm
Bingquan LIN, Lei LIU, Huafeng LI, Chen LIU
2025, 45(4): 1241-1248.
DOI:
10.11772/j.issn.1001-9081.2024040464
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Post-quantum certificateless public audit scheme based on lattice
Haifeng MA, Jiewei CAI, Qingshui XUE, Jiahai YANG, Jing HAN, Zixuan LU
2025, 45(4): 1249-1255.
DOI:
10.11772/j.issn.1001-9081.2024050605
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Network and communications
Joint beamforming and power allocation in RIS-assisted multi-cluster NOMA-DFRC system
Yuchen LI, Junyi WU, Mengjia GE, Lili PAN, Xiaorong JING
2025, 45(4): 1256-1262.
DOI:
10.11772/j.issn.1001-9081.2024040530
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Protocol conversion method based on semantic similarity
Dingmu YANG, Longqiang NI, Jing LIANG, Zhaoyuan QIU, Yongzhen ZHANG, Zhiqiang QI
2025, 45(4): 1263-1270.
DOI:
10.11772/j.issn.1001-9081.2024040534
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Multimedia computing and computer simulation
Moving pedestrian detection neural network with invariant global sparse contour point representation
Qingqing ZHAO, Bin HU
2025, 45(4): 1271-1284.
DOI:
10.11772/j.issn.1001-9081.2024040561
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Gait recognition method based on dilated reparameterization and atrous convolution architecture
Lina HUO, Leren XUE, Yujun DAI, Xinyu ZHAO, Shihang WANG, Wei WANG
2025, 45(4): 1285-1292.
DOI:
10.11772/j.issn.1001-9081.2024050566
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3D hand pose estimation combining attention mechanism and multi-scale feature fusion
Shiyue GUO, Jianwu DANG, Yangping WANG, Jiu YONG
2025, 45(4): 1293-1299.
DOI:
10.11772/j.issn.1001-9081.2024040507
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Video anomaly detection for moving foreground regions
Lihu PAN, Shouxin PENG, Rui ZHANG, Zhiyang XUE, Xuzhen MAO
2025, 45(4): 1300-1309.
DOI:
10.11772/j.issn.1001-9081.2024040519
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Remote sensing image building extraction network based on dual promotion of semantic and detailed features
Yang ZHOU, Hui LI
2025, 45(4): 1310-1316.
DOI:
10.11772/j.issn.1001-9081.2024030387
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YOLOv5s-MRD： efficient fire and smoke detection algorithm for complex scenarios based on YOLOv5s
Yang HOU, Qiong ZHANG, Zixuan ZHAO, Zhengyu ZHU, Xiaobo ZHANG
2025, 45(4): 1317-1324.
DOI:
10.11772/j.issn.1001-9081.2024040527
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Multi-scale 2D-Adaboost microscopic image recognition algorithm of Chinese medicinal materials powder
Yiding WANG, Zehao WANG, Yaoli LI, Shaoqing CAI, Yuan YUAN
2025, 45(4): 1325-1332.
DOI:
10.11772/j.issn.1001-9081.2024040438
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Cervical cell nucleus image segmentation based on multi-scale guided filtering
Xinyao LINGHU, Yan CHEN, Pengcheng ZHANG, Yi LIU, Zhiguo GUI, Wei ZHAO, Zhanhao DONG
2025, 45(4): 1333-1339.
DOI:
10.11772/j.issn.1001-9081.2024040546
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Frontier and comprehensive applications
Construction and application of knowledge graph for epidemiological investigation
Zixin XU, Xiuwen YI, Jie BAO, Tianrui LI, Junbo ZHANG, Yu ZHENG
2025, 45(4): 1340-1348.
DOI:
10.11772/j.issn.1001-9081.2024040479
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Stability analysis of nonlinear time-delay system based on memory-based saturation controller
Chao GE, Shuiqing YE, Hong WANG, Zheng YAO
2025, 45(4): 1349-1355.
DOI:
10.11772/j.issn.1001-9081.2024030406
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Power work order classification in substation area based on MiniRBT-LSTM-GAT and label smoothing
Jiaxin LI, Site MO
2025, 45(4): 1356-1362.
DOI:
10.11772/j.issn.1001-9081.2024040533
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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:
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