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Welcome to My Page!

Hi, I'm Yun! A master's student at National Taipei University, Institute of Information Management and a research assistant at IFIT Lab.

My research focuses on AI and multimodal applications, and I am passionate about developing intelligent systems that enhance communication and accessibility.

Explore more about me!

Research Experience

2024/09 - 2026/07

Lead Research Assistant

Digital Support, Unimpeded Communication: The Development, Support and Promotion of AI-assisted Communication Assistive Devices for Speech Impairment

Sub-project 3: Multimodal Cross-lingual Task-Oriented Dialogue System for Inclusive Communication Support

2025/12 - 2026/02

Data Annotator

ESG Sustainability Commitment Verification Competition and Annotation Data Collection Project: AI CUP 2026 VeriPromiseESG

Ministry of Education — AI CUP 2026 National Collegiate Artificial Intelligence Professional Domain Thematic Competition Project

2024/09 - 2025/12

Research Assistant

Research on Speech Processing, Synthesis, Recognition, and Sentence Construction for People with Language Disabilities

Sub-project 3: Multimodal Cross-lingual Task-Oriented Dialogue System

Publications

Agentic Multimodal RAG-Enhanced Dialogue System for University Sports Administration

Cheng-Yun Wu (Advisors: Min-Yuh Day, Yen-Chun Lin)
Master's Thesis, Institute of Information Management, National Taipei University, 2026

Enhancing Sports Organization Management through a Multimodal Dialogue System

Cheng-Yun Wu and Min-Yuh Day
The 31st International Conference on IT Applications and Management (ITAM-31), Jinju, Korea, October 26-30, 2025

Implementing an Inclusive Communication System with RAG-enhanced Multilingual and Multimodal Dialogue Capabilities

Cheng-Yun Wu, Bor-Jen Chen, Wen-Hsin Hsiao, Hsin-Ting Lu, Yue-Shan Chang, Chen-Yu Chiang, Chao-Yin Lin, Yu-An Lin and Min-Yuh Day
Proceedings of the 2025 Taiwan Symposium On Cloud And Services Computing (TWSC2 2025), New Taipei City, Taiwan, July 3-4, 2025

IMNTPU at NTCIR-18 MedNLP-CHAT Task: Evaluating Agentic AI for Multilingual Risk Assessment in Medical Chatbots

Jun-Yu Wu, Cheng-Yun Wu, Bor-Jen Chen, Wen-Hsin Hsiao and Min-Yuh Day
Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-18), Tokyo, Japan, June 10-13, 2025

IMNTPU at the NTCIR-18 FinArg-2: Fine-Tuning and Prompt-Based Learning for Temporal Argument Detection and Claim Validity Assessment

Bor-Jen Chen, Wen-Hsin Hsiao, Jun-Yu Wu, Cheng-Yun Wu and Min-Yuh Day
Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-18), Tokyo, Japan, June 10-13, 2025

Multimodal Dialogue System for Chinese Taipei University Sports Federation

Cheng-Yun Wu, Yen-Chun Lin, and Min-Yuh Day
The 36th International Conference on Information Management (ICIM 2025), New Taipei City, Taiwan, May 16, 2025

Certificates 0

MOEA AI Application Planner Associate Level Certificate
2026/07/31

MOEA: AI Application Planner - Associate Level

Certificate of MOEA Industry Professional Assessment System

NVIDIA Generative AI with Diffusion Models Certificate of Competency
2026/03/31

NVIDIA: Generative AI with Diffusion Models

NVIDIA Certificate of Competency

NVIDIA Agentic AI Applications Certificate of Competency
2026/03/24

NVIDIA: Building Agentic AI Applications with Large Language Models

NVIDIA Certificate of Competency

AWS Academy Cloud Foundations Training Badge
2025/12/25

AWS Academy Graduate - Cloud Foundations - Training Badge

AWS Academy Digital Training Badge, 20 hours

NVIDIA RAG Agents Certificate of Competency
2025/12/22

NVIDIA: Building RAG Agents with LLMs

NVIDIA Certificate of Competency

NVIDIA RAG Certificate
2024/10/12

NVIDIA: Building RAG Agents with LLMs

NVIDIA Deep Learning Institute Certificate

ERP Certificate
2022/06

ERP Application Engineer

Enterprise Resource Planning in Distribution Module for Data Systems Workflow ERP GP, Release 4.X

MTA Database Certificate
2021/06/10

MTA: Database Fundamentals

98-364: Microsoft Technology Associate

MTA Python Certificate
2021/06/09

MTA: Introduction to Programming using Python

98-381: Microsoft Technology Associate

Projects 0

🖥️ System NTPU OPE Assistant
2026/06/12

NTPU OPE Assistant

Chatbot Sports Management Conversational AI

NTPU OPE Assistant is an intelligent assistant for the NTPU Office of Physical Education, answering questions related to physical education affairs

📄 Report Social Marketing Final Report
2026/06/11

2026 Social Media Marketing Final Report

Marketing

Combining multi-platform content, brand characters, and KPI planning to build a Shu's Pottery community that blends entertainment, knowledge, and cultural value

📄 Report IM your Buddy Final Report
2026/06/09

2026 Group Final Report in Generative AI Innovative Applications Course

Generative AI Chatbot Education

IM your Buddy: Your School Life Navigator, guiding you smoothly through the journey

🖥️ System IM YOUR BUDDY - AI Agent Competition
2026/05/22

North Taiwan University Alliance AI Agent Innovation and Entrepreneurship Interdisciplinary Competition

AI Competition Agent Team Project

IM YOUR BUDDY - Micro-Organization Intelligent Agent

🖥️ System Finance App
2026/05/19

Personal Finance App

FinTech

A locally-encrypted personal finance app integrating expense tracking, stocks, insurance, real estate, and net worth tracking

🖥️ System Grandma's Sewing Box
2026/05/01

Grandma's Sewing Box

Personal Project Web App

Every stitch, every thread—a mark of love. The warmth woven in yarn lives on here forever.

📄 Report Social Marketing Midterm Report
2026/04/23

2026 Social Media Marketing Midterm Report

Marketing

Using character-driven content and differentiated social strategies to transform Shu's Pottery from product announcements into a more interactive, companionable pottery brand

📄 Report IM your Buddy Midterm Report
2026/04/14

2026 Group Midterm Report in Generative AI Innovative Applications Course

Generative AI Chatbot Education

IM your Buddy: Your School Life Navigator, guiding you smoothly through the journey

🖥️ System IFIT Lab Handover System
2026/04/01

IFIT Lab Handover System

Knowledge Management Web App

A dedicated knowledge handover platform for IFIT Lab, featuring account login and document upload/download, with admin-level visibility into file access logs to keep lab knowledge transfer secure and traceable

📄 Report Generative AI Case Study
2026/03/17

2026 Group Case Study in Generative AI Innovative Applications Course

Generative AI Case Study

Exploring how AI can be applied to university administrative automation to improve operational efficiency and deliver smarter campus services

📄 Report Virtual-Real Pottery Journey
2025/12/24

2025 Group Final Report in Sustainability and ESG Data Analytics Course

AI Digital Avatar ESG USR

The Virtual-Real Pottery Journey: AI Digital Avatar Driven Sustainable Ecosystem

🖥️ System USR Competition Report
2025/12/12

2025 NTPU USR Sustainability × Technology Proposal Competition (REsolution 再想解方)

USR Sustainability Competition

Linking online and offline experiences with an AI digital avatar to build Shu's Pottery's smart pottery journey and sustainable ecosystem

📄 Report ESG Midterm
2025/11/05

2025 Group Midterm Report in Sustainability and ESG Data Analytics Course

RAG AI ESG USR

AI-Driven Digital Transformation for Shu’s Pottery

📄 Report ITAM-31
2025/10/29

31st International Conference on IT Applications and Management

Sports Information Management RAG Conversational AI Multimodal Dialogue Systems Digital Service Enhancement

Enhancing Sports Organization Management through a Multimodal Dialogue System

📄 Report ESG Case Study
2025/10/01

2025 Case Study in Sustainability and ESG Data Analytics Course

Case Study Research

Accuvally: Digital Ticketing for Consumer Insights and Green Innovation

📄 Report TWSC2 2025
2025/07/04

2025 Taiwan Symposium On Cloud And Services Computing Conference

RAG Multimodal Dialogue System Accessibility

Implementing an Inclusive Communication System with RAG-enhanced Multilingual and Multimodal Dialogue Capabilities

📄 Report InquAIry
2025/06/04

2025 Group Final Report in Software Engineering Course

AI Education Learning Platform Software Engineering

InquAIry: Fuel Your Curiosity with AI! Smart, scalable AI learning support for education and enterprise

📄 Report Thesis
2025/05/28

2025 Individual Final Report in Software Engineering Course

Multimodal Dialogue System Sports Management

Multimodal Dialogue System for Chinese Taipei University Sports Federation

🖥️ System Anyo
2025/04/27

2025 The 10th TSC Marketing Symposium: AI Application Marketing Competition

AI Recommendation Healthy Diet Marketing Competition

Anyong Fresh AI-Powered Healthy Recipe Recommendation System

🖥️ System TradiqAI
2025/04/18

2025 The 3rd NTPU AI Smart Application Innovation Competition

RAG Trade Inquiry AI Competition

A interactive tariff inquiry system that leverages RAG technology to integrate files, helping businesses and agencies efficiently navigate international trade changes and make informed decisions

🖥️ System CodeMigo
2025/04/17

CodeMigo – A Tiny Growing CodePet

Gamification Coding Learning Open Source

A simple CodePet that grows with your coding time. Feed XP by logging your coding time

🖥️ System InquAIry Early
2025/04/09

2025 Group Report in Software Engineering Course

AI Education Learning Platform Team Project

InquAIry: Fuel Your Curiosity with AI! Smart, scalable AI learning support for education and enterprise

🖥️ System TariffMyBiz
2025/04/07

2025 Best AI Awards

RAG Trade Inquiry AI Awards

A interactive tariff inquiry system that leverages RAG technology to integrate files, helping businesses and agencies efficiently navigate international trade changes and make informed decisions

📄 Report SE Case Study
2025/03/12

2025 Case Study in Software Engineering Course

Case Study AI Education Research

AI-PoweredEducation: A Case Study of Khanmigo

📄 Report SinoPac
2025/03/06

2025 SinoPac Holdings Business Proposal Competition

FinTech Business Proposal Competition

"Yong" Never Afraid to Speak Up – Customer Interaction Feedback Optimization Training System

📄 Report Marketing Chatbot
2025/01/02

2024 Research Methodology Course

RAG Chatbot Education

Applying Retrieval-Augmented Generation (RAG) to Build a Chatbot Teaching Assistant: A Case Study in Marketing Education

📄 Report AI Final
2024/12/24

2024 Final Project in AI course

LLM Smart City Traffic Management

Application of Large Language Models in AI-Driven Traffic Query Agents for Smart City Traffic Management

📄 Report USR
2024/11/24

2024 NTPU USR x Generative AI Sustainable Co-Creation Marketing Competition

Sustainability Marketing Generative AI

A sustainable marketing project promoting Australian tea tree essential oil

📄 Report AI Case Study
2024/11/19

2024 Case Study in AI course

Case Study Smart Transportation Comparative Analysis

AI-Driven Smart Transportation: Comparative Insights from Singapore and Taiwan

Competitions 📸 View Photos

Conferences 📸 View Photos

Awards 0

North Taiwan University Alliance AI Agent Competition First Place
2026/05/22

First Place

North Taiwan University Alliance AI Agent Innovation and Entrepreneurship Interdisciplinary Competition

2025 NTPU USR Sustainability Technology Proposal Competition First Place
2025/12/12

First Place

2025 NTPU USR Sustainability × Technology Proposal Competition (REsolution 再想解方)

ITAM-31 Certificate of Participation
2025/10/26

Certificate of Participation

31st International Conference on IT Applications and Management (ITAM-31)

TWSC2 2025 Certificate of Presentation
2025/07/03

Certificate of Presentation

2025 Taiwan Symposium on Cloud and Services Computing (TWSC2 2025)

NTCIR-18 MedNLP-CHAT Best Oral Presentation Award
2025/06/13

Best Oral Presentation Award

NTCIR-18 MedNLP-CHAT Task

NTCIR-18 FinArg-2 Best Oral Presentation Award
2025/06/13

Best Oral Presentation Award

NTCIR-18 FinArg-2 Task

NTCIR-18 FinArg-2 Best Poster Award
2025/06/13

Best Poster Award

NTCIR-18 FinArg-2 Task

The 10th TOPCO Marketing Award Honorable Mention
2025/05/24

Honorable Mention

The 10th (2025) TOPCO Marketing Award: AI Application Competition

ICIM 2025 Certificate of Presentation
2025/05/16

Certificate of Presentation

2025 International Conference on Information Management (ICIM 2025)

ICIM 2025 International Track Outstanding Paper Award
2025/05/16

International Track Outstanding Paper Award

2025 International Conference on Information Management (ICIM 2025)

2025 Best AI Awards Finalist Certificate
2025/05/03

Finalist Certificate

2025 Best AI Awards (Ministry of Economic Affairs)

Other Experiences 📸 View Photos