Vol. 9 No. 1 (2026)

4th International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2026)

Published: 15-03-2026

Articles

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

    Guiyuan Li
    1-8
    DOI: https://doi.org/10.54097/kyn9yq85

  • The Application and Analysis of Large Language Models in Linguistics

    Enrui Mei
    9-13
    DOI: https://doi.org/10.54097/wnxext10

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

    Xiangyu Shu
    14-19
    DOI: https://doi.org/10.54097/7cehgc40

  • Comparative Analysis of Mainstream Stock Prediction Models

    Xiaolin Wei
    20-27
    DOI: https://doi.org/10.54097/gj78w823

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

    Shunyu Yao
    28-35
    DOI: https://doi.org/10.54097/fh1y1c85

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

    Yunfan Zhang
    36-45
    DOI: https://doi.org/10.54097/fphadj19

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

    Kaili Wang
    46-56
    DOI: https://doi.org/10.54097/bje0ns57

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

    Haoyou Wang
    57-65
    DOI: https://doi.org/10.54097/vb073p29

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

    Huiping Zhou
    66-74
    DOI: https://doi.org/10.54097/etkkm495

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

    Zibo Yuan
    75-82
    DOI: https://doi.org/10.54097/r2300b44

  • The Development and Application of Multimodal Large Models

    Kejin Chen
    83-91
    DOI: https://doi.org/10.54097/894fjr44

  • The Application of Deep Learning in the Medical Field

    Juexing Yan
    92-97
    DOI: https://doi.org/10.54097/wpfkw443

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

    Bingzhi Wu
    98-104
    DOI: https://doi.org/10.54097/98xf9220

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

    Yutong Liu, Bowei Shi, Heming Sun
    105-115
    DOI: https://doi.org/10.54097/jf7fm038

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

    Kaize Xu
    116-123
    DOI: https://doi.org/10.54097/em162q98

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

    Wuyue Li
    124-128
    DOI: https://doi.org/10.54097/5qcg7h54

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

    Haoran Xi
    129-136
    DOI: https://doi.org/10.54097/008hs226

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

    Ruibin Wang
    137-142
    DOI: https://doi.org/10.54097/s0q8e014

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

    Chuyi Qu
    143-147
    DOI: https://doi.org/10.54097/08aaz166

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

    Xuezhi Xu
    148-158
    DOI: https://doi.org/10.54097/nkr52n16

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

    Shurui Liu
    159-165
    DOI: https://doi.org/10.54097/4twn6z05

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

    Mingqing Gao
    166-171
    DOI: https://doi.org/10.54097/wrjvq238

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

    Zhenpu Zhao
    172-176
    DOI: https://doi.org/10.54097/m90bkr64

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

    Siuchong Chen
    177-181
    DOI: https://doi.org/10.54097/tnm40f69

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

    Zeen Xia
    182-188
    DOI: https://doi.org/10.54097/hvx1w176

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

    Kewen Zhu
    189-195
    DOI: https://doi.org/10.54097/arvg8s77

  • Customer Segmentation and Personalized Recommendation Based on Machine Learning

    Lingyun Li
    196-205
    DOI: https://doi.org/10.54097/nwdtkx22

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

    Yunyi Song, Xuyang Sun
    206-213
    DOI: https://doi.org/10.54097/acsmyx32

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

    Yubin Ren
    214-217
    DOI: https://doi.org/10.54097/zqvycj15

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

    Mutian Lin
    218-222
    DOI: https://doi.org/10.54097/v635c098

  • A Comprehensive Investigation of Algorithms for Solving Mazes

    Tao Zhu
    223-229
    DOI: https://doi.org/10.54097/czq2ah04

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

    Hongjia Du
    230-236
    DOI: https://doi.org/10.54097/b1m57229

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

    Zhizhi Gong
    237-245
    DOI: https://doi.org/10.54097/q4r00490

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

    Min Hu
    246-251
    DOI: https://doi.org/10.54097/hw3wve60

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

    Yibai Li
    252-259
    DOI: https://doi.org/10.54097/fphdfy81

  • Adaptive Image Enhancement Algorithm for Image Quality Improvement

    Hanlin Li
    260-265
    DOI: https://doi.org/10.54097/gcgyjc38

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

    Nier Mou
    266-272
    DOI: https://doi.org/10.54097/t268s726

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

    Jiarui Mou
    273-280
    DOI: https://doi.org/10.54097/bj8gt228

  • Service Life and Durability Enhancement Methods of Fuel Cells

    Ruilin Peng, Zheng Qin, Yirui Wu
    281-286
    DOI: https://doi.org/10.54097/njztqv20

  • The Principle and Application of Underwater Sonar Systems

    Siyi Wang, Yiduo Wang, Lang Yin
    287-294
    DOI: https://doi.org/10.54097/t5s0zp24

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

    Wenbo Yin
    295-303
    DOI: https://doi.org/10.54097/rjcvqt17

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

    Zexian Luo
    304-309
    DOI: https://doi.org/10.54097/x5gmcv65

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

    Jie Hu
    310-317
    DOI: https://doi.org/10.54097/rpmp5p17

  • Application And Analysis of Computer Vision Technology in Traffic Safety

    Du Li
    318-324
    DOI: https://doi.org/10.54097/65rx7v60

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

    Ziyang Wang
    325-331
    DOI: https://doi.org/10.54097/png1t871

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

    Linhao Li
    332-341
    DOI: https://doi.org/10.54097/0vg95866

  • Multimodal Humanoid Robotic Interaction System

    Jinhao Zheng
    342-346
    DOI: https://doi.org/10.54097/1a5vmt30

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

    Ziyang Li
    347-352
    DOI: https://doi.org/10.54097/2mp86p67

  • A Research of Report Analysis of Gestures in VR Games

    Jinhao Zhang
    353-359
    DOI: https://doi.org/10.54097/21fenk53

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

    Zijie Li, Mutian Yang, Shuo Yang
    360-367
    DOI: https://doi.org/10.54097/a3dhhm46

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

    Yiwen Zhao
    368-374
    DOI: https://doi.org/10.54097/tdyzy043

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

    Yikai Qin
    375-380
    DOI: https://doi.org/10.54097/zq22p355

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

    Ke Ma
    381-386
    DOI: https://doi.org/10.54097/cxqgzk18

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

    Minjie Liu
    387-394
    DOI: https://doi.org/10.54097/njwcb740

  • 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
    DOI: https://doi.org/10.54097/wfdhqx14

  • The Application of Graph Neural Networks in Maze Problem

    Xinyang Chen
    403-407
    DOI: https://doi.org/10.54097/gq83vf96

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

    Pengshu Ma
    408-419
    DOI: https://doi.org/10.54097/0exfh648

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

    Chenyu Wu, Tianqing Yan
    420-426
    DOI: https://doi.org/10.54097/3p6zfd42

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

    Arian Li
    427-435
    DOI: https://doi.org/10.54097/j9re3530

  • Wearable Exoskeleton Robots Based on Human-machine Coupling Systems

    Xuanming Miao
    436-441
    DOI: https://doi.org/10.54097/mv7csr59

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

    Zhichang Liu
    442-448
    DOI: https://doi.org/10.54097/xvcbsd93

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

    Xianwen Jiang
    449-453
    DOI: https://doi.org/10.54097/z9j20j37

  • Efficiency Analysis of Three Maze-Solving Algorithms

    Zhiyue Xi
    454-458
    DOI: https://doi.org/10.54097/mxgze693

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

    Shichang Cui
    459-464
    DOI: https://doi.org/10.54097/p5mss687

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

    Xiaotian Hu
    465-471
    DOI: https://doi.org/10.54097/q61awv61

  • Research and Analysis of Intelligent Diagnosis Technology in Medical Imaging

    Xingyue Chen, Pinxi Lin, Yuhang Liu
    472-478
    DOI: https://doi.org/10.54097/qq3vse55

  • Function-Controllable Protein Generation: Methods and Evaluation

    Junyuan Zhou
    479-482
    DOI: https://doi.org/10.54097/3qvn7n30

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

    Xuehan Yuan
    483-491
    DOI: https://doi.org/10.54097/80eeqj58

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

    Kai Wang
    492-497
    DOI: https://doi.org/10.54097/v8fvcr81

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

    Wenbo Sun
    498-504
    DOI: https://doi.org/10.54097/h90gh082

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

    Zhiyong Liu, Chenghe Tang, Jieming Yang
    505-512
    DOI: https://doi.org/10.54097/7g315w64

  • Advances and Challenges in Drug-drug Interaction Prediction

    Pengbo Kou
    513-518
    DOI: https://doi.org/10.54097/38vfms12

  • Transformer Applying in the Time Series Prediction

    Weiheng Li
    519-526
    DOI: https://doi.org/10.54097/82pw7746

  • Analysis on the Utilization Rate of Hospital Resources

    Songyang Liu
    527-535
    DOI: https://doi.org/10.54097/j8zy6d44

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

    Chengwei Cao
    536-544
    DOI: https://doi.org/10.54097/s0v5x246

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

    Zihan Lin, Xinle Yang
    545-552
    DOI: https://doi.org/10.54097/bp841717

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

    Bingquan Wang
    553-560
    DOI: https://doi.org/10.54097/csnry973

  • Comparative Study on Analytical Methods for Phage-Specific Structures

    Qi Zheng
    561-567
    DOI: https://doi.org/10.54097/0nrhjj69

  • The Pathways Through Corporate Governance Mechanisms Influence Corporate ESG Performance

    Ningbo Chen
    568-573
    DOI: https://doi.org/10.54097/1t9r0c78

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

    Zhenhao Sun
    574-581
    DOI: https://doi.org/10.54097/58p7wx76

  • A Quantized CNN for Traffic Sign Recognition Deployed on FPGA

    Pei Hsuan Chu
    582-591
    DOI: https://doi.org/10.54097/eadd3g08

  • Metal Surface Defect Detection Method Based on Machine Vision

    Yibo Wang, Xiaoduo Yang, Yaojun Yu
    592-600
    DOI: https://doi.org/10.54097/7tymd878

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

    Xusheng Hao
    601-608
    DOI: https://doi.org/10.54097/9811ff64

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

    Qishuo Yang
    609-617
    DOI: https://doi.org/10.54097/2pfbj215

  • Software Robot Driver and Sensing Technology

    Liheng Lin
    618-623
    DOI: https://doi.org/10.54097/a2c7dk77

  • Integrated Manufacturing of Soft Robots Based on 3D Printing

    Zheyuan Liu
    624-633
    DOI: https://doi.org/10.54097/30b91y36

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

    Xiang Li
    634-640
    DOI: https://doi.org/10.54097/dpd01n32

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

    Kefan Yao
    641-645
    DOI: https://doi.org/10.54097/0ah5h819

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

    Junhao Sun
    646-651
    DOI: https://doi.org/10.54097/1yxzgp35

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

    Shujun Yang
    652-657
    DOI: https://doi.org/10.54097/vtwqfr43

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

    Chenyu Liu
    658-662
    DOI: https://doi.org/10.54097/k0fmnk74

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

    Longhao Wang
    663-668
    DOI: https://doi.org/10.54097/a5amm104

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

    Guangsheng Li
    669-677
    DOI: https://doi.org/10.54097/d0dry706

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

    Jiahan Xie
    678-694
    DOI: https://doi.org/10.54097/ynsrha65

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

    Yitong Zheng
    695-699
    DOI: https://doi.org/10.54097/nejse691

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

    Yiming Zhao
    700-708
    DOI: https://doi.org/10.54097/9dq0rz24

  • MapReduce Word Frequency Statistics Based on Serverless Platform

    Yuewei Zhang
    709-714
    DOI: https://doi.org/10.54097/cxghwq45

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

    Haoye Liu
    715-722
    DOI: https://doi.org/10.54097/tg9jdp05

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

    YiDa Lin
    723-730
    DOI: https://doi.org/10.54097/mynkfh26

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

    Yansan Zhou, Bin Jiang, He Gao
    731-738
    DOI: https://doi.org/10.54097/h3s8a016