Vol. 9 No. 1 (2026)

Articles

• Pdiapredict-Explainer: An Interpretable AI System for Personalized Diabetes Risk Management

  Guiyuan Li

  1-8

  • PDF

• The Application and Analysis of Large Language Models in Linguistics

  Enrui Mei

  9-13

  • PDF

• Enhancing the Mathematical Reasoning Ability of Small Language Models through Thought Chain Distillation

  Xiangyu Shu

  14-19

  • PDF

• Comparative Analysis of Mainstream Stock Prediction Models

  Xiaolin Wei

  20-27

  • PDF

• Attention-Augmented Fedprox for Enhanced Performance on the Emnist Dataset

  Shunyu Yao

  28-35

  • PDF

• Dynamic Hyper-Parameter Adjustment in Fedprox for Performance Optimization in Federated Learning

  Yunfan Zhang

  36-45

  • PDF

• Dynamic Hyper-Parameter Adjustment in Fedprox for Improving Performance in Multi-Task Federated Learning Systems

  Kaili Wang

  46-56

  • PDF

• Lightweight Client Weighting for Robust Federated Learning Under Label-Flipping Attacks

  Haoyou Wang

  57-65

  • PDF

• Adaptive Confidence-Driven Sample Selection with Alignment Loss for Efficient Federated Active Learning

  Huiping Zhou

  66-74

  • PDF

• Research Progress on Autonomous Driving of Automobiles Based on Deep Learning

  Zibo Yuan

  75-82

  • PDF

• The Development and Application of Multimodal Large Models

  Kejin Chen

  83-91

  • PDF

• The Application of Deep Learning in the Medical Field

  Juexing Yan

  92-97

  • PDF

• Enhancing Large Language Models with Multi-Type Collaborative Semantics for Recommendation

  Bingzhi Wu

  98-104

  • PDF

• A Comparative Analysis of Dog Emotion Classification Based on Four CNN Architectures

  Yutong Liu, Bowei Shi, Heming Sun

  105-115

  • PDF

• Traffic Flow Prediction on the Spatial Graph Convolutional Networks and Temporal Transformer Model

  Kaize Xu

  116-123

  • PDF

• Fake News Detection: A Review of Machine Learning and Deep Learning Methods

  Wuyue Li

  124-128

  • PDF

• A Comprehensive Evaluation of Machine Learning and Transformer-Based Techniques for Sentiment Analysis

  Haoran Xi

  129-136

  • PDF

• The Impact of Machine Learning on The Marketing Analytics Industry: Models, Applications, And Workforce Implications

  Ruibin Wang

  137-142

  • PDF

• Stacking Multiple Machine Learning Ways and Using Optuna to Precisely Predict Students' GPA

  Chuyi Qu

  143-147

  • PDF

• Research And Application of Wearable Sensor Systems Based on Daily Physical Indicator Collection and Analysis in Elderly Health Assurance

  Xuezhi Xu

  148-158

  • PDF

• The Application of Fusion of Millimeter-Wave Radar and Image Sensors in Intelligent Driving

  Shurui Liu

  159-165

  • PDF

• Beyond The Automated Brush: The Animator as Aesthetic Curator and Ethical Navigator in The Age Of AI

  Mingqing Gao

  166-171

  • PDF

• The Investigation of Generative AI on Role-Playing Games: Applications, Challenges, and Future Trends

  Zhenpu Zhao

  172-176

  • PDF

• The Integration of Artificial Intelligence and Virtual Reality: Applications and Challenges in Medical Education and Game Design

  Siuchong Chen

  177-181

  • PDF

• Algorithmic Evolution in Maze Generation: From Classical Backtracking to Reinforcement Learning Optimization

  Zeen Xia

  182-188

  • PDF

• Scaling Analysis of Maze-Solving Algorithms: From BFS And Dijkstra to Heuristic A*

  Kewen Zhu

  189-195

  • PDF

• Customer Segmentation and Personalized Recommendation Based on Machine Learning

  Lingyun Li

  196-205

  • PDF

• Design And Evaluation of a Lightweight Multi-Sensor Fusion Visual Navigation System for Uavs

  Yunyi Song, Xuyang Sun

  206-213

  • PDF

• Artificial Intelligence in Games: Decision-Making, Content Generation and Future Directions

  Yubin Ren

  214-217

  • PDF

• Dynamic Weight-Based Pathfinding for Maze Generation Using Randomized Recursive Algorithms

  Mutian Lin

  218-222

  • PDF

• A Comprehensive Investigation of Algorithms for Solving Mazes

  Tao Zhu

  223-229

  • PDF

• Performance Verification of BFS For Unweighted Maze Solving: A Comparative Analysis with DFS and A* Via Ocaml Implementation

  Hongjia Du

  230-236

  • PDF

• A Comparative Study of Neural Network Architecture for Stock Price Forecasting

  Zhizhi Gong

  237-245

  • PDF

• Large Language Models as A Paradigm Shift in Next-Generation Virtual Reality Interaction: A Comprehensive Investigation

  Min Hu

  246-251

  • PDF

• Using Explainable Artificial Intelligence (X-AI) To Address The “Black-Box” Dilemma in Autonomous Driving

  Yibai Li

  252-259

  • PDF

• Adaptive Image Enhancement Algorithm for Image Quality Improvement

  Hanlin Li

  260-265

  • PDF

• Federated Learning for E-Commerce Recommendation Systems: A Survey on Privacy-Preserving Personalization

  Nier Mou

  266-272

  • PDF

• Prediction And Analysis of Drug-Target Interaction Via Comparative Learning on Heterogeneous Network

  Jiarui Mou

  273-280

  • PDF

• Service Life and Durability Enhancement Methods of Fuel Cells

  Ruilin Peng, Zheng Qin, Yirui Wu

  281-286

  • PDF

• The Principle and Application of Underwater Sonar Systems

  Siyi Wang, Yiduo Wang, Lang Yin

  287-294

  • PDF

• Strategy to Improve the Positioning Accuracy of Bluetooth in a Complex Indoor Environment

  Wenbo Yin

  295-303

  • PDF

• The Application of UAV-Based Oblique Photography in Urban Surveying and Mapping

  Zexian Luo

  304-309

  • PDF

• Research and Analysis of Drug Target Interaction (DTI) Prediction Using Self-supervised Multi-channel Network Based on Hypergraph

  Jie Hu

  310-317

  • PDF

• Application And Analysis of Computer Vision Technology in Traffic Safety

  Du Li

  318-324

  • PDF

• 2D Multi-Person Human Pose Estimation Based on Deep Learning

  Ziyang Wang

  325-331

  • PDF

• Research Progress on Technologies and Applications of Human-Computer Interaction Gestures Based on Vision and Sensors

  Linhao Li

  332-341

  • PDF

• Multimodal Humanoid Robotic Interaction System

  Jinhao Zheng

  342-346

  • PDF

• The Role of Artificial Intelligence in the Diagnosis and Prediction of Sports Injuries Using Portable Devices

  Ziyang Li

  347-352

  • PDF

• A Research of Report Analysis of Gestures in VR Games

  Jinhao Zhang

  353-359

  • PDF

• An Analysis of Text-to-image Models of OpenAI, Stability AI, and Google

  Zijie Li, Mutian Yang, Shuo Yang

  360-367

  • PDF

• Demand Forecasting Models and Inventory Optimization Strategies in the Context of E-Commerce Promotional Scenarios

  Yiwen Zhao

  368-374

  • PDF

• The Impact of Skilled Immigration Policies in Developed Countries on Domestic Labor Market Structure

  Yikai Qin

  375-380

  • PDF

• Innovation of Supply Chain Collaboration Models from the Perspective of Business Ecosystems

  Ke Ma

  381-386

  • PDF

• The Role of Business Analytics and Strategic Positioning in Corporate Digital Transformation

  Minjie Liu

  387-394

  • PDF

• Collaborative Model of Business Analysis and Data Analysis in the Era of Big Data-Taking Retail Industry as an Example

  Zhiwei Qi, Xue Rui, Yao Xiao

  395-402

  • PDF

• The Application of Graph Neural Networks in Maze Problem

  Xinyang Chen

  403-407

  • PDF

• Research and Analysis of Robot Grasping Deep Learning: From End-to-End Model to Pre Training Foundation

  Pengshu Ma

  408-419

  • PDF

• Research Progress on the Application of Predictive Models in the Treatment of Colorectal Cancer

  Chenyu Wu, Tianqing Yan

  420-426

  • PDF

• Balancing Privacy and Performance: Machine Learning Security in Distributed Edge Networks

  Arian Li

  427-435

  • PDF

• Wearable Exoskeleton Robots Based on Human-machine Coupling Systems

  Xuanming Miao

  436-441

  • PDF

• The Emotion Recognition Triathlon: DeepSeek vs. ChatGPT vs. Doubao

  Zhichang Liu

  442-448

  • PDF

• Predicting Depression Risk Using Logistic Regression: A Case Study Based on Academic and Lifestyle Factors

  Xianwen Jiang

  449-453

  • PDF

• Efficiency Analysis of Three Maze-Solving Algorithms

  Zhiyue Xi

  454-458

  • PDF

• The Application of Multi-sensor Fusion Navigation in Unmanned Driving

  Shichang Cui

  459-464

  • PDF

• Pixels Aligned with Words: Technical Route and Horizons of Text-to-Image Generation

  Xiaotian Hu

  465-471

  • PDF

• Research and Analysis of Intelligent Diagnosis Technology in Medical Imaging

  Xingyue Chen, Pinxi Lin, Yuhang Liu

  472-478

  • PDF

• Function-Controllable Protein Generation: Methods and Evaluation

  Junyuan Zhou

  479-482

  • PDF

• The Power of Brand Storytelling: Its Effect on Consumers’ Behavior--The Case of Hermès and Pop Mart

  Xuehan Yuan

  483-491

  • PDF

• The Application of Artificial Intelligence in the Collaborative Optimization of Digital Supply Chains within E-Commerce

  Kai Wang

  492-497

  • PDF

• The Evolution and Future Development of the Q&A Dialogue System

  Wenbo Sun

  498-504

  • PDF

• Research and Analysis of Research on Automated Segmentation of Microaneurysms in Early Diagnosis of Diabetic Retinopathy

  Zhiyong Liu, Chenghe Tang, Jieming Yang

  505-512

  • PDF

• Advances and Challenges in Drug-drug Interaction Prediction

  Pengbo Kou

  513-518

  • PDF

• Transformer Applying in the Time Series Prediction

  Weiheng Li

  519-526

  • PDF

• Analysis on the Utilization Rate of Hospital Resources

  Songyang Liu

  527-535

  • PDF

• Unveiling Behavioral Types of Nonverbal Immediacy: A Hybrid Approach Using EFA and LCA

  Chengwei Cao

  536-544

  • PDF

• Research and Analysis on the Mechanism of Suppressing Large Model Hallucination Based on Modular RAG Architecture

  Zihan Lin, Xinle Yang

  545-552

  • PDF

• A Reinforcement Learning-Based Approach for Autonomous Vehicle Decision-Making

  Bingquan Wang

  553-560

  • PDF

• Comparative Study on Analytical Methods for Phage-Specific Structures

  Qi Zheng

  561-567

  • PDF

• The Pathways Through Corporate Governance Mechanisms Influence Corporate ESG Performance

  Ningbo Chen

  568-573

  • PDF

• The Current Application Status and Future Prospects of 5G Technology in Remote Surgical Robot Systems

  Zhenhao Sun

  574-581

  • PDF

• A Quantized CNN for Traffic Sign Recognition Deployed on FPGA

  Pei Hsuan Chu

  582-591

  • PDF

• Metal Surface Defect Detection Method Based on Machine Vision

  Yibo Wang, Xiaoduo Yang, Yaojun Yu

  592-600

  • PDF

• Current Status and Challenges in Soft Surgical Robot Technology for Minimally Invasive Surgery

  Xusheng Hao

  601-608

  • PDF

• Flexible Sensing-based Soft Robotics: Key Technology and Applications in Medical Rehabilitation

  Qishuo Yang

  609-617

  • PDF

• Software Robot Driver and Sensing Technology

  Liheng Lin

  618-623

  • PDF

• Integrated Manufacturing of Soft Robots Based on 3D Printing

  Zheyuan Liu

  624-633

  • PDF

• PSO-Driven Simulation and Evaluation of Depth-Charge Hit Probability in Anti-Submarine Warfare

  Xiang Li

  634-640

  • PDF

• Advances and Challenges in Multi-Modal Emotion Recognition: A Comprehensive Investigation

  Kefan Yao

  641-645

  • PDF

• Mathematical Models for Audio Generation and Processing Effects in Interactive Media

  Junhao Sun

  646-651

  • PDF

• A Diagnosing Untruthfulness: A G-Eval and Bootstrap Analysis of LLM Failure Modes on TruthfulQA

  Shujun Yang

  652-657

  • PDF

• Wireless Fall Detection: An Integrative Investigation of Deep Learning Innovations, Challenges and Future Directions

  Chenyu Liu

  658-662

  • PDF

• Analysis of the Application of Artificial Intelligence in China–U.S. Cross-Border Logistics

  Longhao Wang

  663-668

  • PDF

• Application-Oriented Low-Voltage Soft Actuators: Scenario-Based Requirements, Design Strategies, and Evaluation Metrics

  Guangsheng Li

  669-677

  • PDF

• Multi-Scale Entropy for Transformers: Interpreting Training Dynamics and Guiding an Adaptive Training Pipeline

  Jiahan Xie

  678-694

  • PDF

• Machine Learning–Based Approaches for COVID-19 Transmission Modeling and Prediction: A Comprehensive Investigation

  Yitong Zheng

  695-699

  • PDF

• A Data-Driven and Experience-Driven Iterative Design Method for Intelligent Products

  Yiming Zhao

  700-708

  • PDF

• MapReduce Word Frequency Statistics Based on Serverless Platform

  Yuewei Zhang

  709-714

  • PDF

• A Review of Applications and Research Advances of Large Models in OCR Technology

  Haoye Liu

  715-722

  • PDF

• Research on small object detection method based on YOLOv8:Application of high-resolution detection layer and Mosaic data augmentation

  YiDa Lin

  723-730

  • PDF

• A Multiple Regression-Based Method for NIPT Timing Selection and Fetal Abnormality Detection

  Yansan Zhou, Bin Jiang, He Gao

  731-738

  • PDF