15 December 2025, Volume 61 Issue 24
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Research Hotspots and Reviews
Survey on Traffic Engineering in Software-Defined Networking Based on Reinforcement Learning
LIU Yanfei, WANG Chengjin, LI Chao
2025, 61(24):  1-28.  DOI: 10.3778/j.issn.1002-8331.2412-0248
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Progress and Challenges in 3D Large Language Model Research
GUO Ming, ZHANG Yaru, ZHU Li, WANG Guoli, HUANG Ming
2025, 61(24):  29-39.  DOI: 10.3778/j.issn.1002-8331.2503-0101
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Review of Research on Causal Discovery Techniques
HU Zhiyuan, GAO Jintao
2025, 61(24):  40-67.  DOI: 10.3778/j.issn.1002-8331.2501-0440
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Review of Research on Visual Sign Language Translation Technology
LYU Jiawei, LI Shaobin, ZHU Ruolin
2025, 61(24):  68-85.  DOI: 10.3778/j.issn.1002-8331.2503-0238
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Survey on Semi-Supervised Semantic Segmentation Methods for Remote Sensing Images
DONG Yifan, SUN Wenli, ZHAO Yang, HUANG Pingping
2025, 61(24):  86-102.  DOI: 10.3778/j.issn.1002-8331.2504-0043
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Theory, Research and Development
Modeling and Efficient Solution Algorithms for Non-Additive Traffic Assignment Problem
HU Wangxin, HUANG Zhongxiang, LI Heng, CAI Jianrong
2025, 61(24):  103-115.  DOI: 10.3778/j.issn.1002-8331.2505-0338
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SN-BI-RRT*: Bidirectional Exploratory Random Tree Algorithm Based on Dynamic Gradient and Artificial Potential Field
HUANG Yourui, ZHU Zhongtao, HAN Tao
2025, 61(24):  116-133.  DOI: 10.3778/j.issn.1002-8331.2506-0280
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Pattern Recognition and Artificial Intelligence
Cross-Lingual Session Recommender System Based on Large Language Models
LI Yishan, SUN Peijie, ZHANG Min
2025, 61(24):  134-143.  DOI: 10.3778/j.issn.1002-8331.2409-0335
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MSIM： Multi-Stage Inference Knowledge Graph Question Answering Model with Integrated Attention Mechanism
QIU Tianbo, ZHANG Dong, LI Guanyu
2025, 61(24):  144-153.  DOI: 10.3778/j.issn.1002-8331.2409-0192
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Partial Multi-Label Learning Based on Multi-View Fusion
YANG Zhongliu, YIN Jun
2025, 61(24):  154-165.  DOI: 10.3778/j.issn.1002-8331.2409-0217
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Multi-Granularity Contrastive Enhancement for Medical Report Generation
LIU Yuxue, ZHANG Junsan, WANG Zixuan, LI Xiangyang, LI Junliang, WU Chunlei
2025, 61(24):  166-175.  DOI: 10.3778/j.issn.1002-8331.2409-0230
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Multimodal Sentiment Analysis Focusing on Multisource Information Clustering and Private Feature Learning
ZHONG Ting, FENG Guang, LIN Jianzhong, YANG Yanru, ZHOU Yuanhua, ZHENG Runting, LIU Tianxiang
2025, 61(24):  176-186.  DOI: 10.3778/j.issn.1002-8331.2409-0391
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EEG-fNIRS Emotion Recognition Combined with Multi-View Feature Fusion and Cross Attention Graph Convolution
TAO Chenxi, ZHANG Xueying, CHEN Guijun
2025, 61(24):  187-196.  DOI: 10.3778/j.issn.1002-8331.2409-0399
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Video Anomaly Detection Method Guided by Meta-Learning and Spatio-Temporal Relationship
DU Yulong, LI Hongjun
2025, 61(24):  197-205.  DOI: 10.3778/j.issn.1002-8331.2409-0408
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Design, Calibration and Data Fusion Methods of Terrestrial Panoramic Laser Scanners
PENG Pengfei, YAN Yulin, ZHONG Xunyu, WANG Ningning
2025, 61(24):  206-215.  DOI: 10.3778/j.issn.1002-8331.2501-0080
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Graphics and Image Processing
Multispectral Object Detection Based on Cross-Modality Adaptive Fusion Network
ZHENG Shangpo, LIU Junfeng, ZENG Jun, XU Shikang, LIAO Dingding
2025, 61(24):  216-227.  DOI: 10.3778/j.issn.1002-8331.2409-0328
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Dual-Branch Self-Optimizing Segmentation Network for Few-Shot Medical Image Segmentation
GAO Feng, JIANG Ailian, JI Wei, XIAO Cimei
2025, 61(24):  228-239.  DOI: 10.3778/j.issn.1002-8331.2409-0246
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Insulator Defect Detection Based on Multi-Scale Features and Channel Perception
JI Kai, ZHANG Wenbin, CHEN Xiaotao
2025, 61(24):  240-250.  DOI: 10.3778/j.issn.1002-8331.2409-0265
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Object Detection Method for Traffic Scenarios Based on Fusion of Event Frames and RGB Frames
HUANG Jiacai, CHANG Guowei, HONG Ying, GAO Fangzheng, YANG Bo, SHAO Liqi
2025, 61(24):  251-260.  DOI: 10.3778/j.issn.1002-8331.2409-0322
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CEDL_YOLO：Multi-Scale Lightweight Cotton Field Weed Detection Method
DUAN Shengmao, ZHANG Xiangfeng, JIANG Hong, SUN Kaige
2025, 61(24):  261-272.  DOI: 10.3778/j.issn.1002-8331.2507-0265
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Research on Multi-Scale Target Grasping Detection in Complex Environments
LUO Xin, ZANG Qiang, ZHANG Yonghong, DONG Tiantian, BAI Zongchun
2025, 61(24):  273-280.  DOI: 10.3778/j.issn.1002-8331.2503-0110
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Network, Communication and Security
Towards Answering Star-Join Queries Under Central Differential Privacy
ZHANG Xiaojian, CHEN Xu, WANG Haofeng
2025, 61(24):  281-292.  DOI: 10.3778/j.issn.1002-8331.2410-0121
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Smart Terminal Task Offloading Method in Resource-Constrained Environments
CHEN Xueshuo, MAO Yuxing, XU Yihang, YANG Wenchao, LEI Bozheng
2025, 61(24):  293-301.  DOI: 10.3778/j.issn.1002-8331.2410-0122
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Secure Incentive Mechanism Scheme for Federated Learning Based on Adaptive Gradient Clipping
CAO Yang, GUAN Guilin, ZHI Ting, CAI Huimin
2025, 61(24):  302-312.  DOI: 10.3778/j.issn.1002-8331.2508-0316
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Engineering and Applications
Construction of Multi-Label Vulnerability Dataset for Smart Contracts in Golang
REN Hong, ZHAO Fan, MA Yupeng, ZHOU Xi
2025, 61(24):  313-321.  DOI: 10.3778/j.issn.1002-8331.2409-0255
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Hierarchical Coverage Path Planning of Unmanned Aerial Vehicle Under Photogrammetric Constraints
PIAO Minnan, ZHOU Yuhan, LI Haifeng, LI Haolong, SONG Dezhen
2025, 61(24):  322-330.  DOI: 10.3778/j.issn.1002-8331.2409-0186
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Improved GWO for Solving Low-Carbon Scheduling Problem of Flexible Job Shop Considering Deteriorating Workpieces
WANG Bin, WU Yuanbo
2025, 61(24):  331-345.  DOI: 10.3778/j.issn.1002-8331.2409-0193
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Vibration and Sound Signal Fusion for Stacker Crane Fault Diagnosis
XIE Lei, MENG Wen, MENG Xiangyin, LI Yang, LI Shichu
2025, 61(24):  346-359.  DOI: 10.3778/j.issn.1002-8331.2409-0264
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Characteristics Analysis of Heterogeneous Traffic Flow Involving L2-L4 Autonomous Vehicles and Convoys
WANG Xuan, ZENG Junwei, QIAN Yongsheng, WEI Xuting
2025, 61(24):  360-370.  DOI: 10.3778/j.issn.1002-8331.2409-0443
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Robust Motion Planning Method for Mapless Environments of Quadruped Robots
ZHANG Weiqi, ZHAO Yifan, ZHAO Liang, XIN Meiting
2025, 61(24):  371-378.  DOI: 10.3778/j.issn.1002-8331.2501-0354
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