EE Building 5F R92511
Professor Hsun-Ping Hsieh
Address
Email
TEL
+886-6-2757575 ext.62322
Lab Weblink
Urban Science and Computing Lab
(R96209/ext.62400-3709)
Background
Educations
2015
Ph.D., Graduate Institute of Networking and Multimedia, National Taiwan University
2009
M.S., Department of Information Management, National Taiwan University
2007
B.S., Department of Information Management, National Central University(Minor in Computer Science & Information Engineering)
Experiences
2022/8-Current
Professor, Department of Electrical Engineering, National Cheng Kung University, R. O. C.
2019/8-2022/7
Associate Professor, Department of Electrical Engineering, National Cheng Kung University, R. O. C.
2016/8-2019/7
Assistant Professor, Department of Electrical Engineering, National Cheng Kung University, R. O. C.
2018/7-2018/8
Visiting Scholar, Swansea University, UK
2015/8-2016/7
Mandatory Military Service, Air Force Institute of Technology
2015/7-2015/8
Visiting Scholar, Graduate School of Culture Technology, Korea Advanced Institute of Science and Technology (KAIST), Korea
2013/1-2013/9
Research Intern, Microsoft Research Asia, Beijing, China
Specialities
- Big Data Mining and Analytics
- Urban Science and Computing
- Smart City and Internet of Things Applications
- Spatial-Temporal Information Computing
- Social Network Analysis
- Sensor Network Computing
- Machine Learning
- Fintech
Publication
Journal
more
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- Hsun-Ping Hsieh*, Bao-Hong Lai, Yu-En Chang, Yu-Wen Chen. Multi-Performance Estimation for Deploying Bank Branches Based on a Multi-task Attentive Tree-enhanced Model. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023
- Pei-Xuan Li, Yu-Yun Huang, Chris Shei, Hsun-Ping Hsieh*. (2023) " ExoFIA: Deep Exogenous Assistance in the Fake News Influence Predictor with Social Media Explanability." Applied Sciences, 2023.
- Shih-Han Chen, Sok-Ian Sou*, Hsun-Ping Hsieh. (2023) " Top-N Music Recommendation Framework for Precision and Novelty under Diversity Group Size and Similarity." Journal of Intelligent Information Systems, 2023.
Conference
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- Yin-Wei Chiu, Hsiao-Ching Huang, Cheng-Ju Lee, Hsun-Ping Hsieh*. "PEPO: Petition Executing Processing Optimizer Based on Natural Language Processing", ACM SIGIR Conference on Research and Development in Information Retrieval(SIGIR'23), 2023
- Yang Fan Chiang, Chun-Wei Shen, Jhe-Wei Tsai, Pei-Xuan Li, Tzu-Chang Lee and Hsun-Ping Hsieh*. "ParkFlow: Intelligent Dispersal for Mitigating Parking Shortages Using Multi-Granular Spatial-Temporal Analysis", ACM International Conference on Information and Knowledge Management(CIKM'23) , 2023
- Pei-Xuan Li, Hsun-Ping Hsieh*. "Forecasting Dengue Fever Risk in Regions without Sensors Using Multi-View Graph Fusion Recurrent Neural Network", ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL'23), 2023. (top conference)
Patent
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- 分行據點的選址裝置, 中華民國專利第M626891號
- 分行據點的選址方法和選址裝置, 中華民國專利第I791349號
Others
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- Program Committee, AAAI Conference on Artificial Intelligence 2018-2024.
- Program Committee, The ACM International Conference on Web Search and Data Mining (WSDM) 2018-2021.
- Publication Chair, Conference on Technologies and Applications of Artificial Intelligence 2017.
Projects
- PI - An Intelligent and Interactive and Transportation Deploying Assistant for Constructing New Routes and Stations, MOST Young Scholar Fellowship(Einstein Program), 2019/11 - 2023/10
- PI -An Inference-then-Planning-then-Forecasting Framework for Urban Transpotation Routes Base on Graph Dual-Perspective Attention Networks and Rectified Dynamic Purging Graph Neural Networks, 2023/8 - 2024/7
- PI - Deep Exogenous Aid in the Fake News Influence Predictor with Explainability in Social Media, 2023/8 - 2024/7
- PI - Winbond EQC Failure root tracing, 2022/11-2023/10
- PI-Digital Governance for Tainan City 1 111/07/01-111/09/30
- PI-Digital Governance for Tainan City 2 111/10/01-111/12/31
- PI - Deploying New Branches Using Multi-performance Prediction for Bank SinoPac, 2021/1 - 2021/12
- PI - New Branch Location Recommendation for Bank SinoPac, 2020/1 - 2020/6
- PI - Filling Missing Values of Smart Meters Based on Big Data Analytics and Machine Learning Methodologies, Ministry of Science and Technology (MOST), 2018/8 - 2019/7
- PI - An Innovative Location-based Recommender System for Urban Construction, Ministry of Science and Technology (MOST), 2019/8 - 2020/7
- PI- Maximizing the Influence Visibility for Social-free Viral Marketing, Ministry of Science and Technology (MOST), 2018/8-2019/7
- Co-PI Differentiate pT1 Hepatocellular Carcinoma (HCC) from pT2 on Gadoxetic acid-enhanced MRI with artificial intelligence algorithm, Chi Mei Medical Center, 2018/9-2019/7
- PI - A Machine Hunter for Spotting Hazardous Air Polluted Locations from Urban Big, Data, Ministry of Science and Technology (MOST), 2017/3 - 2018/2
- PI - Inferring Online Social Relationships from Offline Geographical Footprints, Ministry of Science and Technology (MOST), 2017/8 - 2018/7
- Project Executor – Popularity Prediction of Locations for Geographical Placement of Retail Stores, Ministry of Science and Technology, 2015.08 – 2016.08
- Project Executor – Urban Air, Microsoft Research, 2014.6 – 2015.6.
- Resaerch Intern – Microsoft City Next, Microsoft Research, 2013.1 – 2013.9
- Project Executor – Merchandise, Multimedia and Travel Recommender System, Institute for Information Industry, 2013.1 – 2013.12
Classes
2021 Spring
2020 fall
2019 spring
2018 fall
2017 spring
2016 fall
2016 spring
Students
Current Academic Year Lab Members
Ph.D.
Su Wu
Pei-Xuan Li
Master
Jia-Wei Jiang
Yu-Chen Chen
WEI-WEI HSU
YAN-JING LU
CHENG-RU LI
XIAO-QING HUANG
YAN-AN CHEN
TENG-YUAN ZOU
WEI-YUN LIANG
JIA-LONG LIN
CHEN,TIAN-YUAN
JHUANG,YONG-RU
CHUN-WEI SHEN
YUEH-JUNG FU
CHE-WEI TSAI
PI-HSUAN LU
WEN-HSUAN HUANG
HUNG-WEI LI
Graduates of all Previous Years
Master
2018
JYUN-YI WU
2019
XIN-WEI HUANG
2020
Jie-Yu Fang   Chi-Chien Tung   TZU-YING KUO   YU-QI XI
2021
Bao-Hong Lai   Yi-Ying Wu   Cheng-Lin Wu   Nai-Yu Chen   Zheng-Ting Yao   Fandel Lin
2022
Yu-En Chang   Tim-You Wu   WEI-FAN KE   LI-YUAN WANG   Shiuan-Tyng Lin   Yu-Yun Huang
2023
Ming-Chun Wei   Zi-Yi Lu   Chu-Fei Pan
Honors
- 2022 AI Most Influential Scholar Honorable Mention in Data Mining, AMiner, 2022.
- Top-10 Outstanding Youth Award winners of Taiwan, 2023.
- 2023 K. T. Li ResearchAward of NCKU, 2023.
- 6th IEEE International Conference on Knowledge Innovation and Invention (ICKII) 2023 BEST CONFERENCE PAPER AWARD
- Our team won the Bronze Award of The Grand Challenge: Computing for the Future
- 2022 K. T. Li Young Researcher Award, 2023.
- My lead SOA platform won two honors, the "The Fifth Government Service Award" and the "2022 International Standard Distinguished Project Award" for Tainan City, 2022
- ITS Taiwan Award of Intelligent Transportation Society of Taiwan, 2022
- Outstanding Youth of Taiwan(Tainan's Representative) 2021.
- Outstanding Young Professional Award, Taiwan Consumer Electronics Society, 2022.
- Excellent Teaching Award for University Innovation and University Social Responsibility, National Cheng Kung University
- The supervised student, Mr. Fandel Lin won the scholarship of Pilot Project Scholarships for Taiwanese Studying in the Focused Field at Top Foreign Universities.
- Best Thesis Award, Taiwan Geographic Information Society, 2022.
- Best Thesis Award, Taiwan Institute of Information & Computing Machinery (IICM), 2022.
- Supervised student won Technology Scholarship of Foxconn Education Foundation, 2022.
- ACM Student Research Competition of SIGSPATIAL 2021 Best Paper Winner, 2021.
- Best Product Award of National Brand Yushan
- Young Thesis Award, The Chinese Institute of Electrical Engineering.
- Our team won the 26th the International ICT Innovative Services Awards(Second place).
- IEEE Tainan Section Best Master Thesis Award.
- ITS Taiwan Award of Intelligent Transportation Society of Taiwan
- Best Thesis Award of Taiwan Association for Web Intelligence Consortium (WIC)
- Best Thesis Award of Taiwanese Association for Artificial Intelligence (TAAI)
- 14th TSC Best Thesis Award 2021.
- Best Thesis Award,Taiwan Information Storage Association 2021.
- Award of Excellent EE Engineer, The Chinese Institute Of Electrical Engineering(Kaohsiung)
- Teaching Excellence Awards of NCKU, 2021
- Award of Excellent EE Engineer, The Chinese Institute Of Electrical Engineering, 2021
- ACM ICMR 2021 Embedded Deep Learning Object Detection Model Compression Competition for Traffic in Asian Countries – 3rd Place (3rd/308), ACM ICMR 2021
- Bronze Award of 2021 Digital Twin Solutions for Smart Farming Competition
- MediaTek Social Innovation Special Award 2020.
- Our paper accepted by ACM SIGSPATIAL 2020 wins the 1st runner-up place of ACM Student Research Competition in SIGSPATIAL 2020.
- Our team won the 25th the International ICT Innovative Services Awards(Award for Excellent).
- Special Prize for Taiwan Big Data Analysis in smart manufacturing cpmpetition, 2020
- 2nd Place Winner, Competition of Application for Electronic Toll Collection in Traffic Management, Freeway Bureau, Ministry of Transportation and Communications.
- Teaching Excellence Awards of NCKU, 2020
- Teaching Excellence Awards of EECS College, NCKU, 2020
- Top-Advisor Award of NCKU, 2019(top-3 of all NCKU professors)
- Second Place Winner of ACM's Student Research Competition Grand, 2019
- Best Student Research Competition Award, SIGSPATIAL 2018
- College Student Research Creativity Award, MOST, 2019
- Supervisor of Silver Medal Winner, Creative Software Applications Contest Award, 2019
- Observational Research Award, Pan Wen Yuan Foundation, Taiwan, 2018
- Supervisor of Silver Medal Winner, Creative Software Applications Contest Award, 2018
- Supervisor of Quality Award Winner, Urban Planning of Taipei Smart City, 2018
- First runner-up in the competition of the Big Data Analytics for Smart Cities, Tainan City Government, 2018
- Champions in the competition of the Big Data Analytics for Smart Cities, Tainan City Government, 2018
- Supervisor of Honorable mention winner, Big Data Competition for Smart Grid, 2017
- Best Ph.D. Dissertation Award, Taiwan Geographic Information Society, 2016
- Best Ph.D. Dissertation Award, Taiwanese Association for Artificial Intelligence(TAAI), 2015
- Best Ph.D. Dissertation Award, Taiwan Institute of Information & Computing Machinery(IICM), 2016
- Best Ph.D. Thesis Award, Operations Research Society of Taiwan, 2015
- Best Ph.D. Dissertation Runner-up Award, The Chinese Institute of Environmental Engineering, 2015
- Best Ph.D. Thesis Award, Taiwanese Association for Social Network, 2015
- Advanced Semiconductor Engineering(ASE) Ph.D. Fellowship on Environment Engineering, 2015
- Ph.D. Dissertation Award, Fuji Xerox Taiwan, 2016
- Young College Elite of 2015, Taiwan Youth Corps
- Honorary Member of the Phi Tau Phi Scholastic Honor Society
- Outstanding College Youth of National Taiwan University, 2014
- Selected Taiwan Ph.D. Fellowship for Asia-Oceania Top University League on Engineering, 2014
- Garmin Fellowship, 2014
- Best Intern Award, Microsoft Research Asia, 2013
- Garmin Fellowship, 2013
- ACM KDD Cup 2010 First Prize, 2010.(Over 600 teams)
- Third Place of 2009 Lexus Business Strategy Competition