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    Dentate Gyrus of Large Language Models: A Scenario Cognition Diagnosis and Enhancement Framework Based on Pattern Separation
    Ma Boxiang, Li Ru, Guo Shaoru, Li Yinghao, Víctor Gutiérrez-Basulto
    2026, 63(9): 2187-2201. DOI: 10.7544/issn1000-1239.202660437
    Abstract PDF
    Multi-View Enhanced Graph Attention Network for Multimodal Knowledge Graph Completion
    Chen Wei, Zhuang Fuzhen
    2026, 63(9): 2202-2214. DOI: 10.7544/issn1000-1239.202660438
    Abstract PDF
    Continual Completion for Dynamic Multimodal Knowledge Graphs via Semantic Alignment and Adaptive Replay Enhancement
    Wang Di, Du Junping, Xue Zhe, Ye Guanhua, Zhao Tong, Meng Xiaolong, Li Haisheng
    2026, 63(9): 2215-2230. DOI: 10.7544/issn1000-1239.202660445
    Abstract PDF
    Knowledge-Guided Active Learning for Explainable Human-AI Collaboration
    Shao Jiejing, Yang Ming, Yang Xiaowen, Li Yufeng
    2026, 63(9): 2231-2247. DOI: 10.7544/issn1000-1239.202660454
    Abstract PDF
    Ontology-Graph Dual-Agent Reinforcement Learning Method for Temporal Knowledge Graph Reasoning
    Si Yuehang, Zeng Zefan, Wang Boyan, Huo Jing, Gao Yang, Huang Jincai
    2026, 63(9): 2248-2263. DOI: 10.7544/issn1000-1239.202660408
    Abstract PDF
    Interleaved Text-Image Generation Method Based on Multi-Agent Debate
    Ma Jie, Zhang Hanchi, Qu Ning, Xue Haoquan, Wang Xinping, Liu Jun
    2026, 63(9): 2264-2284. DOI: 10.7544/issn1000-1239.202660338
    Abstract PDF
    Visual Relationship Reasoning via Commonsense Guide and Multimodal Feature Fusion
    Wu Xuhan, Sun Shiliang
    2026, 63(9): 2285-2301. DOI: 10.7544/issn1000-1239.202660459
    Abstract PDF
    Source Code Vulnerability Detection Methods Based on Large Language Models
    Cao Mingsheng, Ding Qiaolong, Zhang Wenqing, Li Yanbin, Lin Di, Xu Hui
    2026, 63(9): 2302-2318. DOI: 10.7544/issn1000-1239.202660229
    Abstract PDF
    CAKT-Agent: A Context-Adaptive Knowledge Tracing Agent Based on MoE
    Long Jiaqi, Zhang Suojuan, Hao Wenning, Chen Zejun, Sun Xinjie, Liu Yifan, Chen Enhong
    2026, 63(9): 2319-2337. DOI: 10.7544/issn1000-1239.202660421
    Abstract PDF
    PathRoute: Active Evidence Routing for Cancer Survival Prediction on Whole Slide Pathology Images
    Lü Qianyi, Luo Hanwen, Wang Jun, Li Zhen, Yu Guoxian
    2026, 63(9): 2338-2354. DOI: 10.7544/issn1000-1239.202660468
    Abstract PDF
    Counter Overflow-Aware Optimization Technique for Secure Delayed Re-Encryption in Non-Volatile Memory
    Yan Hangyu, Chen Renhai, Zhang Yu, Shi Wenyan, Wu Hongyue, Feng Zhiyong
    2026, 63(9): 2355-2370. DOI: 10.7544/issn1000-1239.202550462
    Abstract PDF
    Deep Embedded Clustering and Genetic Evolution Based Honey Point Effectiveness Assessment Method
    Zhang Zhiqiang, Wang Haiyan, Du Lei, Duan Chenyun, Li Jiarui, Gu Zhaoquan, Fang Binxing
    2026, 63(9): 2371-2385. DOI: 10.7544/issn1000-1239.202550584
    Abstract PDF
    Federated Learning Adaptive Gradient Accumulation Backdoor Attack
    Zhang Guifen, Su Qinchun, Li Hongzi, Ge Lina
    2026, 63(9): 2386-2400. DOI: 10.7544/issn1000-1239.202550637
    Abstract PDF
    High Performance Artificial Intelligence Data Center Networking: Studies, Challenges and Trends
    Zhang Jiao, Liu Yirui, Kang Zhiyuan, Liu Junwei, Meng Lingkun, Xu Jun, Zhao Xinghua, Ji Zhongming, Huang Tao
    2026, 63(9): 2401-2423. DOI: 10.7544/issn1000-1239.202550249
    Abstract PDF
    FlyPTP: An Implementation Method for TSN Time Synchronization with Cross-Platform and Easy Deployment
    Li Wenchao, Sun Yinhan, Yu Tianci, Tan Liangfeng, Ma Gaohui, Sun Zhigang
    2026, 63(9): 2424-2441. DOI: 10.7544/issn1000-1239.202550459
    Abstract PDF
    Saturn: High Performance Graph Pattern Mining System on Multi-GPU Platform
    Lin Zhiheng, Meng Ke, Tan Guangming
    2026, 63(9): 2442-2462. DOI: 10.7544/issn1000-1239.202550501
    Abstract PDF
    A Userspace Asynchronous Data Path for Disaggregated Memory
    Li Quanxi, Cui Huimin, Feng Xiaobing, Wang Chenxi
    2026, 63(9): 2463-2477. DOI: 10.7544/issn1000-1239.202550871
    Abstract PDF
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