Vol. 18 No. 2 (2026)

Articles

• Transport Thresholds and Network-Impairment Amplification Mechanisms in TLS 1.3 Post-Quantum Key Exchange -- A Cross-Layer Experimental Study of ML-KEM, HQC, and Hybrid Schemes

  Jiayi Zhao

  1-11

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• Research on Blockchain Security Detection Based on Machine Learning

  Yukang Fang

  12-18

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• Quality Control and Interannotator Agreement in Manual Annotation of Damage in Chinese Paintings and Calligraphy

  Chao Deng, Fei Chen

  19-23

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• How Well Do Generative LLMs Translate Chinese Political Texts into English? A Multi-Metric Evaluation with Human Judgment

  Liwei Zou, Yifu Wang

  24-28

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• HiFi-ST: Histology-Conditioned Local Coordinate Modeling for Spatial Gene Expression Prediction

  Lei Tang

  29-35

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• Annotation-Efficient Crowd Counting: A Survey with a Focus on Count-Level Weak Supervision

  Yushan Xu, Minmin Li, Yanan Zhang, Qiankun Ji, Qiaoqiao Feng, Fucheng Zhang

  36-45

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• A Hyperbola-Prior-Guided Initialization Strategy for Ground-Penetrating Radar Waveform Inversion

  Yukui Zhang, Ying Liu, Yuxin Ji, Zewen Zi

  46-49

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• The Measurement Framework for Underestimated Failure Modes of Past-only Query Policies in Open-World Malware Family Classification

  Jiali Che, Haoqing Ren, Tingting Sun

  50-54

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• Co-Construction of Production-Line AAS Geometric Models and Knowledge Graphs Driven by a Vision-Language Model

  Hui Li, Xiaoyi Zhao, Shasha Wang, Chenxi Yang, Wenxin Huang

  55-65

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• Research on a Dual-Branch Deep Network Based on an Improved CBAM Attention Mechanism and Interaction-Aware Gated Fusion for Auxiliary Diagnosis of Musculoskeletal Injuries

  Wenjie Zhang, Guangping Zhuo, Guanghua Zhang, Fei Ma

  66-73

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• Gated Feature Fusion based Multi‑view Graph Attention for Social Rumor Classification

  Mengfan Zhao, Yutao Zhang, Guozheng Li , Xili Su

  74-80

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• Research on a Visual Reading Method for Pointer Instruments Integrating Geometric Constraints

  Rui Song, Yimin Hou

  81-86

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• Evaluation Pitfalls in Post-Training Quantization of Diffusion Transformers: An Empirical Audit

  Zeming Jin

  87-96

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• Application of Blockchain Technology in Agricultural Product Traceability

  Junle An

  97-102

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