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Volume 78 (2025)

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ITM Web of Conferences

Volume 78 (2025)

International Conference on Computer Science and Electronic Information Technology (CSEIT 2025)

New Delhi, India, July 18-20, 2025
K. Subramaniya (Ed.)

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Deep Learning and Reinforcement Learning – Theories and Applications

Open Access

Research on Optimization of Cryptocurrency Trading Strategies Based on Reinforcement Learning – combining traditional machine learning and deep reinforcement learning methods 01001

Ruijie Huang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801001

Open Access

The Implementation of Test Time Augmentation in Deep Reinforcement Learning 01002

Chenye Dai

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801002

Open Access

Dqn-Based Resource Allocation for Power Management in Cellular Network 01003

Xiaoyu Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801003

Open Access

Body Language Analysis Based on Deep Reinforcement Learning 01004

Boyang Lu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801004

Open Access

Towards Efficient Deep Reinforcement Learning: A Comprehensive Review of Optimization Techniques 01005

Ziteng Yin

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801005

Open Access

Fine Tuning for Dqn: Exploring Parameter Impacts on Cart Pole Performance 01006

Ruoxi Xu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801006

Open Access

Using Reinforcement Learning to Identify The Key Factors for Players to Win Games 01007

Yixing Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801007

Open Access

Reinforcement of Learning Theoretical Foundations and Exploration of Multi-Domain Applications 01008

Yitao Lin

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801008

Open Access

Evaluating the Performance Metrics of Ppo, Dqn, and Ddpg in Continuous Control Tasks 01009

Huacong Cui

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801009

Open Access

Deep Reinforcement Learning Research and Applications 01010

Yujiang Qiu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801010

Open Access

Machine Learning Models for Nba Game Prediction 01011

Weichen Peng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801011

Open Access

Personalized Recommendation System Based on Deep Reinforcement Learning 01012

Yuning Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801012

Open Access

Multi-Agent Reinforcement Learning in Starcraft: Algorithmic Advances and Collaborative Intelligence Challenges 01013

Tianzhe Hu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801013

Open Access

A Survey of Safe Reinforcement Learning Methods in Robotics 01014

Yuen Xie

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801014

Open Access

A Survey on Reinforcement Learning-Based Multi-Agent Path Planning 01015

Jiawei Hu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801015

Open Access

The Application of Reinforcement Learning-Alphago 01016

Zhongda Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801016

Open Access

Construction of Credit Risk Assessment System Based on Deep Reinforcement Learning and Machine Learning--Taking P2p Lending Platform as An Example 01017

Han Du, Yang Tang and Jin Tao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801017

Open Access

Reinforcement Learning in Medical Settings —A Review of Counterfactual Reward Estimation Methods Based on Causal Graphs 01018

Zheng Fan and Yue Peng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801018

Open Access

Comparison of Regret in Ucb Algorithms and Thompson Sampling Under Different Reward Distributions 01019

Jingbo Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801019

Open Access

Breakthrough applications of artificial intelligence in Texas Hold'em poker 01020

Fangze Liu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801020

Open Access

Deep Reinforcement Learning in Continuous Control: Advances and Challenges 01021

Buze Ke, Tianqi Qiu and Yikai Shen

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801021

Open Access

Correlation-Aware Collaborative Adaptive Window Algorithm for Multi-Armed Bandits 01022

Yaoxin Xu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801022

Open Access

Thompson Sampling vs Ols: Analyzing Tariff Impact on Export Decisions 01023

Handong Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801023

Open Access

Optimizing the ε Parameter in ε-Greedy Strategy for Multi-Armed Bandits 01024

Haotong Jiang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801024

Open Access

Research on Active Defense of Facial Images in Deepfakes 01025

Hanze Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801025

Open Access

Channel Selection Strategy in 5g Based on Contextual Mab 01026

Xiuxian Peng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801026

Open Access

Enhancing Dynamic Movie Recommendations With User Expectation Ratings in Contextual Bandit Models 01027

Weiye Sun

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801027

Open Access

Dynamic Optimization of Sphincs+ Signature Algorithm Parameters Based on A Ucb-Like Algorithm 01028

Mingqi Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801028

Open Access

Application of Dynamic Multi-Armed Bandit in Real-Time System: Comparative Study of Thompson Sampling and Ucb Algorithm 01029

Jiangzi Yu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801029

Open Access

Optimizing Neural Spike Train Prediction Using Contextual Bandit Algorithms Within Dqn Frameworks 01030

Xingzhe Feng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801030

Open Access

Comparative Analysis of Classical and Linucb Bandits in Recommender Systems Based on Cumulative Regret and Reward 01031

Zehao Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801031

Open Access

Optimizing Station-Based Shared E-Bike Allocation Using Multi-Armed Bandit Algorithms 01032

Wenkui Zhao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801032

Open Access

Multi-Agent Contextual Bandits for Multi-Objective Recommendation Systems 01033

Ziwen Zhu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801033

Open Access

Horizon-Sensitive Performance Analysis of Bandit Algorithms in Movie Recommendation Systems 01034

Yixin Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801034

Open Access

Combining Cmab with Matrix Factorization and Clustering For Enhanced Movie Recommendations 01035

Shuyue Xiong

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801035

Open Access

Neural Network-Based Parameter Tuning for Multi-Armed Bandit Algorithms 01036

Yuhan Shi

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801036

Open Access

A Comparative Study of Multi-Armed Bandit Algorithms for Dynamic Filter and Effect Recommendations on Tiktok 01037

Jiacheng Zeng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801037

Open Access

Exploring the Optimization of RLHF and its Variants in Aligning Large Models with Human Preferences 01038

Zhengxiang Zhai

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801038

Open Access

A Study of Explainability Inquiry Based on Reinforcement Learning 01039

Shuqi Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257801039

Machine Learning Applications in Vision, Security, and Healthcare

Open Access

Credit Card Fraud Detection Model Based on Machine Learning 02001

Feiran Jia

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802001

Open Access

Research on Attack and Defence of Face Recognition Based on Adversarial Learning 02002

Chunhao Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802002

Open Access

Research on The Security of Face Recognition Systems Based on Digital and Physical Counterattacks 02003

Tengyan Ma

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802003

Open Access

Emotion Recognition and Multimodal Fusion in Smart Cockpits: Advancements, Challenges, and Future Directions 02004

Dengwu Chen, Haoze Li and Zixuan Zhu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802004

Open Access

Optimizing Medical Imaging with AI: Advanced Cnn and Gan Techniques for Enhanced Diagnostic Efficiency 02005

Bowen Ji

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802005

Open Access

Multiple Machine Learning Models-Based Diabetes Prediction and Feature Importance Analysis 02006

Jinkang Ye

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802006

Open Access

Deep Learning Models-Based Skin Cancer Classification and Early Detection 02007

Enze Zhao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802007

Open Access

Robustness of Face Recognition Adversarial Based on Image Denoising 02008

Yi Gu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802008

Open Access

Research on Impact of Backdoor Poisoning Ratio on Deep Learning Model 02009

Pu Yue

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802009

Open Access

Analysis on Phishing Detection Methods 02010

Shisheng Zheng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802010

Open Access

Research on Classification of Electrocardiogram Signals Based on Improved Frequency Sliced Wavelet Transform 02011

Xuyang Su

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802011

Open Access

Machine Learning Model Data Poisoning Attacks and Countermeasures Research 02012

Ruoheng Xi

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802012

Open Access

A Review of Deep Face Adversarial Sample Generation Techniques 02013

Chenxi Cui

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802013

Open Access

Multi-Grained Attention Studying for Fine-Grained Image Retrieval 02014

Bingran Hao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802014

Open Access

A Comparative of Facial Emotion Recognition Performance Based on Cnn, Vggnet And Resnet 02015

Hanting Xue

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802015

Open Access

Research on Face Age Synthesis Method 02016

Wanru Zhu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802016

Open Access

A Research on Deepfake Face Detection Techniques Based on Multimodal Biometric Cross – Verification 02017

Haozhe Wu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802017

Open Access

Copy-Move Image Forgery Detection and Classification Using Sift and Birch Approaches 02018

Zhanquan Zhuang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802018

Open Access

Comparative Analysis of Cnn Architectures for Bird Species Classification 02019

Jiayi Tang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802019

Open Access

Analysis of The Impact of Deep Learning-Based Recommendation Algorithms on Demographic Groups 02020

Jiepeng Niu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802020

Open Access

The Evolution and Future of Medical Robotic Diagnostics 02021

Zihan Zhao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802021

Open Access

Machine Learning in Heart Disease Prediction: A Comprehensive Investigation and Future Prospects 02022

Ce Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802022

Open Access

Credit Card Fraud Detection: Machine Learning and Deep Learning Advances, Challenges, and Future Directions 02023

Chaobo Bian

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802023

Open Access

Privacy-Preserving and Secure Data Management in Medical Databases 02024

Xinyun Peng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802024

Open Access

AI-Driven Survival Prediction in Cancer: The Role of Artificial Neural Networks 02025

Jiayi Yan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802025

Open Access

Machine Learning in Rehabilitation Training: Traditional and Deep Learning Approaches 02026

Yanbo Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802026

Open Access

Deepfake Detection: A Multimodal Survey 02027

Meng Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802027

Open Access

Prediction and Influencing Factor Analysis of Alzheimer’S Disease Based on Machine Learning Algorithms 02028

Ruoyao Ge, Mingzhen Zhou and Ziqi Zhou

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802028

Open Access

Analysis Loss Functions for Recognition Accuracy Improvement in Face Recognition 02029

Zhaoyin Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257802029

Intelligent Systems and Computing in Industry, Robotics, and Smart Infrastructure

Open Access

Research on Cooperative Consensus of Multi-Vehicle Systems Based on Point Cloud and Dynamic Leader 03001

Chongqing Liu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803001

Open Access

Fault Prediction and Diagnosis of Power Electronic Systems in Smart Grids 03002

Lingan Jia

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803002

Open Access

A Comprehensive Review of Advanced AI-Driven Obstacle Avoidance Technologies for Mobile Robots in Dynamic and Unstructured Environments 03003

Yitao Liu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803003

Open Access

Research on The Application of Cloud Computing Technology in Network Security Storage 03004

Tairan Zou

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803004

Open Access

Predicting Housing Prices in Sweden: A Comparative Study of Linear Regression and Machine Learning Models 03005

Luoping Feng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803005

Open Access

Small Target Detection in Human-Robot Interaction: A Research and Application Analysis 03006

Peng Pan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803006

Open Access

Integrating AI into Semiconductor Design and Fabrication: Methodologies, Challenges and Future Prospects 03007

Nuo Chen

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803007

Open Access

Research on The Vehicle Detection Technology Based on The Yolo Model 03008

Lihang Cao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803008

Open Access

An Overview of Vehicle Target Detection on Highway 03009

Yilin Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803009

Open Access

Serveless-Based High-Dimensional Matrix Operations and Their Financial Applications 03010

Songpeng Ying

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803010

Open Access

Comparative Experiment and Performance Evaluation of Three Different Models of Traffic Sign Recognition System 03011

Lisheng Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803011

Open Access

Distributed Deep Learning Framework Based on Cloud Oss for Efficient Model Synchronization 03012

Zinan Weng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803012

Open Access

The Application of Depth_anything_v2 in Autonomous Driving: Depth Estimation 03013

Xinye Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803013

Open Access

Systematic Review of Multimodal Fusion Strategies for Driver Fatigue Detection in Autonomous Vehicles 03014

Xiang Huang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803014

Open Access

Optimization and Analysis of Matrix Operations Leveraging Alibaba Cloud 03015

Zhenyuan Xia

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803015

Open Access

Survey on Strategies for Solving Target Overlap Issues in Multi-Object Tracking 03016

Sizhe Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803016

Open Access

Object Detection in Autonomous Driving: Advances in Computer Vision Techniques 03017

Xinyu Chen

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803017

Open Access

From 2d to 3d: Evolution of Object Detection Algorithms and Their Impact on Traffic Systems 03018

Sicheng Lin

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803018

Open Access

Optimizing Coupon Recommendation Using Multi-Armed Bandit Algorithms 03019

Jun Guo

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803019

Open Access

Adaptive Multi-Arm Bandit Framework for Detecting Network Intrusions in Real Time 03020

Yaolin Chen

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803020

Open Access

Dynamic Weighted Hybrid Ucb-Ts Algorithm on Yahoo News Dataset 03021

Xingjian Deng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803021

Open Access

Performance Optimization of Decentralized Databases: Challenges, Existing Solutions and Prospects 03022

Jiamin Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803022

Open Access

Advances and Challenges in Machine Learning-Based Cardinality Estimation for Database Query Optimization 03023

Zhibin Guan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803023

Open Access

From Relational Models to Intelligent Platforms: Evolving Data Management Systems in Healthcare 03024

Zeming Feng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803024

Open Access

Machine Learning for Optimizing Database Performance 03025

Jiahui Ren

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803025

Open Access

Multi-Armed Bandit Based Traffic Signal Control for Congestion Management 03026

Ke Bai

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803026

Open Access

Strategic Learning in Multi-Player Bandit Problems: A Game-Theoretic Approach to Resource Allocation in Edge Computing 03027

Xiutong Leng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803027

Open Access

Optimization of Uav Obstacle Avoidance Based on Multi-Armed Bandit Algorithms 03028

Jiashen He

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803028

Open Access

Research on Block Cipher Technology 03029

Yuanhao Yin

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803029

Open Access

Mobile Phone Price Prediction Model Based on Deep Learning 03030

Ruizhe Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257803030

Foundations and Frontiers in Multimodal AI, Large Models, and Generative Technologies

Open Access

The Solution of The Sudoku Games: Exploration of The Potential of Cnn in Logical Reasoning Problems 04001

Jiaye Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804001

Open Access

Gans Used to Generate 2d Game Resources 04002

Xintong Liu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804002

Open Access

Privacy Protection Optimization in Federated Learning 04003

Xinyi Zhou

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804003

Open Access

A Study of Intelligent Financial Report Generation Based on Deep Learning 04004

Yiyang Lai

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804004

Open Access

The System of Visual Question Answering: Based on The Architectural Perspective 04005

Kuangming Wan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804005

Open Access

The Application of Deep Learning in Animation 04006

Xuanyu Dong

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804006

Open Access

Fedavg-Db: A Dual-Loop Dynamic Batch Optimization Framework for Efficient and Robust Federated Learning 04007

Xin Huang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804007

Open Access

A Review of Gan-Based Texture Reconstruction of Underwater Images 04008

Sichong Guan and Wenxin Zheng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804008

Open Access

Application Scenario Analysis of Styleshot Based Game Style Generation 04009

Chuangu Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804009

Open Access

Diffusion-Based Text-To-Image Generation: Impact Analysis of Textual Features 04010

Ziyang Wan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804010

Open Access

Exploring The Practical Applications of Text-Guided Image Stylization: A Case Study of Diffstyler 04011

Yuxuan Xie

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804011

Open Access

Optimized Based on Dexined: Edge-Connect’S Two-Stage Face Image Restoration 04012

Jinxian Chen

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804012

Open Access

Tomato Disease Image Synthesis Model Base on Diffusion and Attention Mechanism 04013

Haoyang Wei

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804013

Open Access

Transformer and Multi-Scale Feature Extraction for Image Classification 04014

Yang Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804014

Open Access

A Multimodal Sentiment Classification Study Based on Mvsa-Single Dataset 04015

Yuxiang Kong

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804015

Open Access

Srgan-Sa: Super-Resolution Generative Adversarial Network with Integrated Attention Mechanisms 04016

Kangdi Huang, Yingce Xu and Zhe Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804016

Open Access

Dual-Stage Face Restoration: Hybrid Loss Optimization and Lightweight Super-Resolution 04017

Ziyan Zeng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804017

Open Access

Exploring the Causes of Hallucinatory Phenomena and Coping Strategies in the Big Language Model 04018

Maolin Lu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804018

Open Access

Analysing the Current State of Development of Bert-Based Text Classification in Natural Language Processing 04019

Litong Pu and Yang Yang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804019

Open Access

Robust Watermarking Technology in Digital Rights Management: A Comprehensive Analysis 04020

Hongze He

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804020

Open Access

Deepfake Face Generation Techniques Based on Generative Adversarial Networks 04021

Yonghe Pi

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804021

Open Access

A Knowledge Graph Recommendation Model Based on Reinforcement Learning and Comparative Learning 04022

Xianrong Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804022

Open Access

Bertmucb: An Efficient Approach for Sentiment Analysis 04023

Bingjia Huang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804023

Open Access

Based on Youtube Video Historical Data and Multi-Model Fusion Click-Through Rate Prediction Model 04024

Yuchen Guan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804024

Open Access

Dynkt-Pfl A Dynamic Knowledge Transfer and Adaptive Weighting Based Personalized Federated Learning Framework 04025

Ziyi Guo

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804025

Open Access

Optimizing Ad Recommendations Using A Bayesian Multi-Armed Bandit Approach 04026

Yijian Zeng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804026

Open Access

Comparison of Video Recommendation Effects of Etc, Ucb, and Thompson Sampling Algorithms on Short-Video Platforms 04027

Shouchuan Li

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804027

Open Access

Explore the Principles of Prompt Tuning and the Progress of Research 04028

Tongxin Zheng

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804028

Open Access

Analyzing the Current Status of the Transformer Model for a Face Recognition Application 04029

Haiqing Jiang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804029

Open Access

A Review of Digital Image Watermarking Technology 04030

Yangkai Zhou

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804030

Open Access

A Review of Underwater Image Enhancement and Restoration Techniques Based on Gan 04031

Xin Zhao

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804031

Open Access

Application Analysis of Multimodal Models in Hateful Meme Detection 04032

Mengqi Yan

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804032

Open Access

Exploring The Principles and Prospects for Efficient Fine-Tuning of Transformer-Based Pre-Trained Large Language Models 04033

Ruiqi He

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804033

Open Access

Research on Cross - Domain Data Adaptation Technology in Transfer Learning 04034

Chenxu Zhang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804034

Open Access

Exploring The Current State of Transformer'S Application in The Field of Target Detection 04035

Zhengxuan Yu

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804035

Open Access

Exploring The Current State of Multimodal Alignment and Fusion 04036

Leyi Ye

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804036

Open Access

Enhancing Personalized Recommendation Systems: A Hybrid Etc-Ucb Bandit Algorithm Approach 04037

Zeyi Wang

Published online: 08 September 2025

DOI: https://doi.org/10.1051/itmconf/20257804037