Department of Computer Science and Information Engineering

Projects

Projects per year 2015 2015 2016 2017 2018 2019 2021 2022 2023 2024 2027

• 24 Not started
• 52 Active
• 325 Finished

Projects per year

Search results

• Active

  以機器學習方式解決圖論最佳化問題之泛化模型開發與實作(1/2)

  Hung, H.-J. (PI)

  1/04/25 → 31/03/26

  Project: Research

• AI語音技術與產業應用聯盟(2/3)

  Wang, J.-C. (PI)

  1/02/25 → 31/01/26

  Project: Research

• 整合生成與強化學習於多體學驅動抗微生物?之探索(2/2)

  Chung, C.-R. (PI)

  1/02/25 → 31/01/26

  Project: Research

• 智慧計算學門研究發展及推動規劃計畫(2/3)

  Chang, C.-H. (PI)

  1/01/25 → 31/12/25

  Project: Research

• AI-Powered Integration for Holistic Impact: Assessing Social and Environmental Outcomes Through Geospatial and Multi-Source Data

  Yang, S. J. H. (PI)

  1/12/24 → 31/12/25

  Project: Research

  • Geospatial 100%
  • Environmental Outcomes 100%
  • Chicago 100%
  • Multi-source Data 100%
  • Holistic Impact 100%

• 結合生成式AI和深度學習的創新智慧個人化精準傷口照護與治療

  Chung, C.-R. (PI)

  1/11/24 → 31/10/25

  Project: Research

• 基於演化策略非支配排序基因演算法之多目標排程系統

  Jiang, J.-R. (PI)

  1/11/24 → 31/10/25

  Project: Research

• 台灣音樂深度學習自動作曲

  Shih, K. (PI)

  1/11/24 → 31/10/25

  Project: Research

• 研發青少年自我傷害風險評估智慧模型與心理舒緩工具-整合生成式AI以及多模態神經感測的虛擬張老師

  Yeh, S.-C. (PI)

  1/11/24 → 31/10/25

  Project: Research

• 全國大專院校人工智慧競賽（AI CUP 2025）計畫-桌球智慧球拍資料的精準分析競賽

  Sun, M.-T. (PI)

  1/10/24 → 30/09/25

  Project: Research

  • Cancer of Unknown Primary Site 100%

• 卷積神經網路的進化四叉樹池化

  Harn, P.-W. (PI)

  1/10/24 → 30/09/25

  Project: Research

• Applications of Generative Artificial Intelligence in Biomedical Science

  Chen, H.-H. (PI)

  1/09/24 → 31/07/26

  Project: Research

  • Biomedical Science 100%
  • Generative Artificial Intelligence 100%
  • Biomedical Discipline 100%

• 英語課程遠距教學計畫

  Su, M.-C. (PI)

  1/09/24 → 31/07/25

  Project: Research

• 基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)

  Yeh, S.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 全球學生之科學關鍵能力AI導師:大型科學學習平台之一對一學習輔助與國際聯盟(1/3)

  Liu, C.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• Cloud+X: Integrated Talent Development in Job, Courses, Certifications, and Competitions – A Case Study of Cloud Computing Platforms and Applications Course

  Lin, C. Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Talent Development 100%
  • Cloud Platform 100%
  • Cloud Computing Applications 100%

• Design and Efficacy Analysis of Innovative Computer Network Course Based on Problem-Based Learning

  Chou, L.-D. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Efficacy Analysis 100%
  • Problem-based Learning 100%
  • Design Analysis 100%
  • Computer Networks 100%
  • Computer Network Course 100%

• 偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(3/3)

  Yeh, S.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 從教科書到可虛實整合具身進入的學習元宇宙以提升學習成效(1/3)

  Chen, G.-D. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 以生態觀點重塑數位學習平台—科學學習虛擬世界與學習分析的設計與評估(2/3)

  Liu, C.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 在聯邦式學習環境下綠色節能與防禦對抗式攻擊之研究(1/3)

  Chou, L.-D. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 無檔案惡意程式與勒索軟體的解決方法(3/3)

  Hsu, F.-H. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Malware Attacks 100%
  • Fileless Malware 100%
  • System Security 100%
  • Kernel-based Approach 100%
  • Malware Detection 100%

• 基於三維點雲資料之物件識別與場景分析(1/3)

  Fan, K.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 應用可解釋人工智慧與聊天機器人在程式課程學習分析與改善學習成效之實證研究(2/3)

  Yang, S. J. H. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 莊永裕【計畫】結餘款

  Zhuang, Y.-Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 基於自我調節學習策略與創意問題解決模型之程式語言學習分析實證研究(3/3)

  Yang, S. J. H. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 改進與應用Recourse:一個以演算法為基礎的可解釋性AI方法

  Yang, H.-T. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 基於深度學習方法建構高效低毒抗菌?設計與篩選平台(2/3)

  Horng, J.-T. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Pathogenic Bacteria 100%
  • Ensemble Deep Learning Model 100%
  • Antimicrobial Peptides 100%
  • Minimum Inhibitory Concentration 100%
  • Ensemble Model 40%

• 基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)-子計畫一：基於深度學習混合架構之行動端多模態生理感測融合的情緒識別研究(III)

  Wu, H.-K. (PI)

  1/08/24 → 31/07/25

  Project: Research

• Improving students' understanding of using programming language mechanisms by applying generative AI to solve and set problems in learning

  Zhuang, Y.-Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Generative AI 100%
  • Language Mechanism 100%
  • Programming Languages 100%
  • Programming Language 100%
  • Generative Artificial Intelligence 100%

• 用於高效能機器學習框架之新興記憶體與儲存系統設計-於混合式記憶儲存平台上高效能資料索引系統設計以支援機器學習應用(3/3)

  Chen, T.-Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 結合視覺任務之紅外光與可見光影像融合設計及其應用

  Su, P.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 基於資訊擷取及常識圖譜聊故事機器人之研究(3/3)

  Chang, C.-H. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 於斯格明子為基礎之計算架構上啟用機器學習演算法:概念，挑戰，與設計(3/3)

  Chen, T.-Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 整合隨身個別參與與在教室群體全班參與的劇場式具即時評量情境回饋之置身情境學習系統(3/3)

  Chen, G.-D. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 以多模態與In-TrainingXAI為基礎之無監督Tiny與Fine-grained特徵分群技術

  Lin, C. Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 使用FPGA的YOLO物件偵測推論硬體加速器設計(2/3)

  Chen, C.-H. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 使用深度學習自動創作多風格東方音樂(1/2)

  Shih, K. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 深度學習的前沿技術探索：增加訓練吞吐量、允許適量標註錯誤、及減少模型參數量的學習策略(1/3)

  Chen, H.-H. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 可解釋性人工智慧及其應用(2/3)

  Su, M.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 兒童自閉症數位療法-基於虛擬實境和多模態神經感測的精準輔助診斷與自調適訓練系統(3/3)

  Wu, H.-K. (PI)

  1/08/24 → 31/07/25

  Project: Research

• SoftwareAE(AugmentedExtension)-無需原始程式碼的軟體功能擴增平台(1/3)

  Cheng, Y.-P. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 基於AI之5G/B5G網路切片管理與安全技術之研究(3/3)

  Chou, L.-D. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Denial-of-service Attack 100%
  • Cross-layer 100%
  • Software-defined Networking 100%
  • Defense Mechanisms 100%
  • Detection Mechanism 100%

• KubeGuard：容器安全智能監控與模型保護計畫

  Sun, M.-T. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 生成式AI輔助程式設計之程式語言支援與函式庫框架研發

  Zhuang, Y.-Y. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 使用無人機進行大範圍物件追蹤與異常偵測(1/3)

  Fan, K.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

  • Attention Network 100%
  • Domain Adaptation 100%
  • Network Domain 100%
  • Semantic Segmentation 100%
  • Unsupervised Domain Adaptation 100%

• 基於多重擴散模型的生成式音樂風景(1/2)

  Shih, K. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 基於認知負荷與自我解釋之高沉浸擴增實境科學探究環境：環境建置、鷹架設計與評估(1/3)

  Liu, C.-C. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 基於語義檢索與強化學習的臺灣高發生率癌症之醫學長篇自動問答系統(2/3)

  Tsai, T.-H. (PI)

  1/08/24 → 31/07/25

  Project: Research

• 讓照片中的人物起舞-基於單張影像生成肢體動作與影像背景修補技術之舞蹈影片生成系統(2/3)

  Cheng, H.-Y. (PI)

  1/08/24 → 31/07/25

  Project: Research