Pei-Yu Hou
Job Title Assistant Professor
Name Pei-Yu Hou
Email
Office Tel No. 88140
Research Expertise Operations Management, Statistical Data Analysis, Natural Language Processing,Database Management
Teaching Field Operations and Supply Chain Management
Year Paper Title
2025 Yi-Mo Ho;Wei-Pin Ku;Pei-Yu Hou*, 2025.12, 'LiteKG: A Lightweight LLM-Assisted Framework for Domain-Specific Knowledge Graph Construction, ' 2025 IEEE International Conference on Big Data (BigData), IEEE, pp.5652-5661.(IEEE)(*為通訊作者), Dec. 2025
2024 Daniel Korn;Jon-Michael Beasley; Kara Schatz;Pei-Yu Hou; Alexander Tropsha;Rada Chirkova, 2024.12, 'FPP-Hunter: Expert-Guided Discovery Of Functional Path Patterns, ' 2024 IEEE International Conference on Big Data (BigData), IEEE, pp.4023-4032.(IEEE), Dec. 2024
2023 Kara Schatz;Pei-Yu Hou;Alexey V Gulyuk;Yaroslava G Yingling;Rada Chirkova*, 2023.12, 'BUILD-KG: Integrating Heterogeneous Data Into Analytics-Enabling Knowledge Graphs, ' 2023 IEEE International Conference on Big Data (BigData), IEEE, pp.2965-2974.(IEEE)(*為通訊作者), Dec. 2023
2023 Pei-Yu Hou*;Jing Ao;Kara Schatz;Alexey V Gulyuk;Yaroslava G Yingling;Rada Chirkova, 2023.11, 'Provenance-Aware Data Integration and Summarization Querying for Knowledge Graphs, ' International Conference on Information Integration and Web Intelligence, Springer, pp.293–308.(EI, DBLP, SCOPUS)(*為通訊作者), Nov. 2023
2022 Pei-Yu Hou;Daniel R. Korn;Cleber C. Melo-Filho;David R. Wright;Alexander Tropsha;Rada Chirkova*, 2022.06, 'Compact Walks: Taming Knowledge-Graph Embeddings with Domain- and Task-Specific Pathways, ' Proceedings of the 2022 International Conference on Management of Data (SIGMOD '22), Association for Computing Machinery.(ACM)(*為通訊作者), Jun. 2022
Project Category Year Project Title Participator Job Title Period Unit
MOST Projects 115 具時間屬性之事件導向供應鏈知識圖譜建構與因果推理方法研究(2/2) HOU PEI-YU Principal Investigator 2027.08 ~ 2028.07 National Science and Technology Council
MOST Projects 115 具時間屬性之事件導向供應鏈知識圖譜建構與因果推理方法研究(1/2) HOU PEI-YU Principal Investigator 2026.08 ~ 2028.07 National Science and Technology Council
MOST Projects 114 利用AI模型建構並探索供應鏈網路(2/2) HOU PEI-YU Principal Investigator 2026.03 ~ 2027.02 National Science and Technology Council
MOST Projects 114 利用AI模型建構並探索供應鏈網路(1/2) HOU PEI-YU Principal Investigator 2025.03 ~ 2027.02 National Science and Technology Council
Country School Name Department Degree Duration
U.S.A. 美國北卡羅來納州立大學 工業與系統工程學系 博士 2017.01 ~ 2023.05
Experience Category Organization Title Department Job Title Duration
Current NATIONAL CHENGCHI UNIVERSITY Department of Business Administration 助理教授 2024.08 ~ Up to today