Vol. 7 No. 1 (2026)

Articles

• Research on Freeway Traffic Flow Evolution and Cloud Control System Based on Safe Following Distance and Cellular Automata

  Tianshu Wang, Zhaotian Liu, Yujia Ding

  1-8

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• A Multi-Stage Modeling Framework Integrating Random Forests and Cluster Analysis: Feature Identification and Prediction for the Global Innovation Index

  Yifei Guo

  9-13

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• Brain Network Changes Underlying Non-motor Symptoms in Amyotrophic Lateral Sclerosis: A Multimodal MRI Perspective

  Yihan Jiang, Ziyi An, Xinying Jiang, Yuxin Wen, Yuejiang Guo, Wanting Xu, Miaomiao Wang

  14-20

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• Graph Learning Against Adversaries: Bridging Structural Topology and Multimodal Semantics in Fraud Detection

  Wenzhen Yang, Xi Xiong

  21-26

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• A Review of Haplotype Assembly: Methods and Challenges

  Muniu Niu

  27-32

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• Hypergraph Neural Networks for Brain Tumor Analysis and Medical Image Understanding: A Review

  Mengyao Zhao

  33-41

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• How Perceptions Variance Shapes Brand Culture: Deconstructing Consumer Cognition Through a Comparison of Generative AI and Human-generated Texts

  Ziye Li, Qian Dong

  42-51

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• Research on Information Security Vulnerability Testing and Verification Methods and Protection Countermeasures for LLM Applications in Intelligent Cockpits

  Ziyi Wang, Yihong Qin, Benyin Wu, Xuesong Wu

  52-55

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• Cross-Modal Alignment in Multimodal Large Language Models: Mechanisms, Challenges, and Future Directions

  Wenlong Lu

  56-59

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• Intelligent Prediction Method of Deep Coalbed Methane Content Based on Bayesian Optimization Optimized Random Forest

  Huiwen Chu

  60-65

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• A Hybrid Model for Multi-step Time Series Prediction Based on Granular Computing and LSTM

  Zhitao Jia, Lijie Jia, Lianchao Qiu

  66-78

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• Environmental Modulation of Interpolation Strategies and Algorithm Adaptability in Remote Sensing Retrieval of Farmland Soil Moisture: A Theoretical Framework

  Dongqiang Yang

  79-82

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• A Multimodal Conversational Agent for Co-Creating Teaching Slides and Lesson Plans

  Huaxin Zheng

  83-86

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• Towards Efficient Retail Text Localization: A Lightweight Network with Saliency-Guided Sparse Attention

  Zili Li

  87-93

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• Advances and Frontier Prospects of Computational Detection Methods for Chromatin Loops

  Hao Yang

  94-103

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• Research Progress and Frontier Prospects of Chromatin A/B Compartment Classification Methods

  Xiangchao Meng

  104-110

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