Personal profile
Research Interests
Evolutionary Computation, with an emphasis on theories, working principles, and potential real-world applications; Understanding Intelligence from computational perspectives and via computational mechanisms.
Experience
Aug. 2014 – Present
Professor
Aug. 2009 – Jul. 2014
Associate Professor
Aug. 2004 – Jul. 2009
Assistant Professor
Department of Computer Science
National Chiao Tung University, HsinChu City, Taiwan
Sep. 2002 – May 2004
Graduate Assistant
Digital Image Laboratory, Grainger Engineering Library
Library Research and Publication, University of Illinois at Urbana-Champaign
Jan. 2001 – Aug. 2002
Graduate Research Assistant
Illinois Genetic Algorithms Laboratory
Department of General Engineering, University of Illinois at Urbana-Champaign
Aug. 1999 – May 2000
Graduate Research Assistant
Hierarchical Distributed Dynamic Indexing Group
National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign
Education/Academic qualification
PhD, Computer Science, University of Illinois at Urbana-Champaign
External positions
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 16 Finished
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憑藉由具第一類對位作曲能力拓展至可進行第二類對位作曲之智慧演算架構以探討所需之機制並邁向或可啟迪創作的機器之路
Chen, Y.-P. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Designing a computational intelligence mechanism capable of composition and style development of first species counterpoint and investigating creation and creativity with the mechanism, by reflecting on the creator's mind activities
Chen, Y.-P. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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第一期大專校院學生雙語化學習計畫重點培育學院計畫
Chen, Y.-P. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Education(Include School)
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Study on Designing an Intelligent Framework Capable of Accommodating Creation and Creativity for Composing Cantus Firmi with Autonomous Style Development
Chen, Y.-P. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Study on Assisting the Property-based Tests on Smart Contracts on Blockchain with Evolutionary Algorithms
Chen, Y.-P. (PI)
1/08/19 → 31/07/20
Project: Government Ministry › Other Government Ministry Institute
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A Novel Feature Filtering Mechanism to Avoid Concept Shifts from Deteriorating Model Predictability
Shih, Y. C., Dai, T. S., Ti, Y. W., Kuo, Y., Wang, W. H. & Chen, Y. P., 2025, Proceedings - 2025 IEEE International Conference on Big Data and Smart Computing, BigComp 2025. 2025 ed. Institute of Electrical and Electronics Engineers Inc., p. 236-243 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Dynamically Searching and Classifying Images by Using Neural Networks and Reinforcement Learning with the Grid Table
Lee, I. F. & Chen, Y. P., 2025, Technologies and Applications of Artificial Intelligence - 29th International Conference, TAAI 2024, Proceedings. Chu, W.-T., Shen, C.-Y. & Shuai, H.-H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 51-65 15 p. (Communications in Computer and Information Science; vol. 2414 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fund transfer fraud detection: Analyzing irregular transactions and customer relationships with self-attention and graph neural networks
Shih, Y. C., Dai, T. S., Chen, Y. P., Ti, Y. W., Wang, W. H. & Kuo, Y., 1 Jan 2025, In: Expert Systems with Applications. 259, 125211.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Position Paper: From Data Thirst to Aesthetic Hunger: The Pivotal Role of Artistic Exploration in Machine/AI Creativity
Chang, C. Y. & Chen, Y. P., 2025, International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Reinvigorating Structured Knowledge and Ontologies for Trustworthy and Beneficial AI and Robotics
Chang, C. Y., Chen, Y. T. & Chen, Y. P., 28 Aug 2025, Formal Ontology in Information Systems - Proceedings of the 15th International Conference, FOIS 2025. Sales, T. P., Masolo, C. & Keet, C. M. (eds.). IOS Press BV, p. 125-136 12 p. (Frontiers in Artificial Intelligence and Applications; vol. 409).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access
Prizes
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Meritorious Teaching Award, National Chiao Tung University
Chen, Y.-P. (Recipient), 2015
Prize: Honorary award
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Outstanding Teaching Award, College of Computer Science, National Chiao Tung University
Chen, Y.-P. (Recipient), 2016
Prize: Honorary award
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Outstanding Teaching Award, National Chiao Tung University
Chen, Y.-P. (Recipient), 2014
Prize: Honorary award
Activities
- 1 Editorial work
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INFORMATION SCIENCES (Event)
Chen, Y.-P. (Member of editorial board)
1 Feb 2009 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work