Projecten per jaar
Persoonlijk profiel
Research profile
Yingqian Zhang (张颖芊, pronounce: [Ying-Chyen Jahng]) is an Associate Professor in the Information Systems group at Eindhoven University of Technology (TU/e). Her research interests lie in the area of Artificial Intelligence for decision-making, particularly, machine learning, deep reinforcement learning, (trustworthy) data-driven optimization, and socially aware algorithms.
She develops AI driven decision-making approaches in various problem domains, including logistics, transportation, manufacturing, and public service domains.
SUPERVISION
Yingqian Zhang is promotor of
- Mohsen Abbaspour Onari
- Abdo Abouelrous
- Luca Begnardi
- Xia Jiang
- Chengpeng Hu
- Minshuo Li
- Robbert Reijnen
- Jesse van Remmerden
- Bart von Meijenfeldt
- Ya Song
- Igor Smit
Academic background
Yingqian Zhang received her PhD in Computer Science from the University of Manchester, UK. She worked as an Assistant Professor in Econometrics Institute a t Erasmus University Rotterdam, and as a postdoc researcher in the Algorithmics group at TU Delft. She was a visiting professor in the Institute for Advanced Computer Studies at University of Maryland, College Park, USA.
Yingqian is the Chair of the Benelux Association for Artificial Intelligence (BNVKI), and on the Technical Board for the European Big Data Value Association (BDVA). She is an associate editor of journal "Annals of Mathematics and Artificial Intelligence", and serves yearly as a member of the technical Program Committee for major AI conference such as IJCAI, AAAI, AAMAS, ECAI. She is on the executive committee of the working group DSO (Data Science meets Optimisation) of EURO (Association of European Operational Research Societies) to promote collaboration between AI and OR communities on the direction of machine learning and optimization.
Quote
I optimize decisions in a data-rich environment using AI.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Externe posities
Chair, Benelux Association for Artificial Intelligence
2025 → …
Technical Expert Board Member, Big Data Value Association
2023 → …
Vingerafdruk
- 1 Soortgelijke profielen
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STABILITY : Sustainable Circular Life Extension Strategies for Inner-City Bridges and Quay Walls
Bukhsh, Z. (Project Manager), Zhang, Y. (Projectmedewerker), van Remmerden, J. (Projectmedewerker), Bukhsh, Z. (Project Manager), Zhang, Y. (Projectmedewerker) & van Remmerden, J. (Projectmedewerker)
9/01/23 → 8/01/27
Project: Second tier
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Confident data-driven Decision Support
Zhang, Y. (Project Manager), Grau Garcia, I. (Projectmedewerker), Vacancy PHD (Projectmedewerker) & Vacancy PHD (Projectmedewerker)
1/01/26 → 31/12/29
Project: Third tier
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GULAD: Generalizable and Understandable Self-Learning Approaches for Dynamic, Large-Scale Resource Management Optimization Problems - 15706426
Zhang, Y. (Project Manager), Reijnen, R. (Projectmedewerker) & Bukhsh, Z. (Project communicatie medewerker)
1/09/21 → 31/08/25
Project: Third tier
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Dynaplex, minimizing disruptions in Dutch logistics
van Jaarsveld, W. L. (Project Manager), Zhang, Y. (Projectmedewerker), Temizoz, T. (Projectmedewerker), Begnardi, L. (Projectmedewerker) & Dijkman, R. M. (Projectmedewerker)
1/03/21 → 1/11/24
Project: Third tier
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Lane Analysis & Route Advisor
Zhang, Y. (Project Manager), Akçay, A. E. (Projectmedewerker), Reshadat, V. (Projectmedewerker) & Zervanou, K. (Projectmedewerker)
1/07/19 → 31/12/21
Project: Onderzoek direct
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Self-supervise ensemble for extreme imbalance data streams with concept drift
Teng, Y., Bukhsh, Z., Zhang, Y. & Yin, H. (Corresponding author), 7 feb. 2026, In: Neurocomputing. 665, 24 blz., 132154.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
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Algorithm Configuration in Sequential Decision-Making
Begnardi, L. (Corresponderende auteur), von Meijenfeldt, B., Zhang, Y., van Jaarsveld, W. & Baier, H., 2025, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 22nd International Conference, CPAIOR 2025, Melbourne, VIC, Australia, November 10–13, 2025, Proceedings, Part I. Tack, G. (uitgave). Springer, blz. 86-102 17 blz. (Lecture Notes in Computer Science (LNCS); vol. 15762).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
1 Citaat (Scopus) -
Assessing and Quantifying Perceived Trust in Interpretable Clinical Decision Support
Abbaspour Onari, M. (Corresponderende auteur), Grau, I., Zhang, C., Nobile, M. S. & Zhang, Y., 12 okt. 2025, Explainable Artificial Intelligence: Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings. Guidotti, R., Schmid, U. & Longo, L. (uitgave). Cham: Springer, Vol. Part III. blz. 202-222 21 blz. (Communications in Computer and Information Science (CCIS); vol. 2578).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand2 Downloads (Pure) -
Data science meets optimization II
Zhang, Y. (Corresponding author), Guns, T., Lombardi, M. & De Causmaecker, P., jun. 2025, In: Annals of Mathematics and Artificial Intelligence. 93, 3, blz. 343-345 3 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Editorial › Academic › peer review
Open AccessBestand -
Deep Multi-Objective Reinforcement Learning for Utility-Based Infrastructural Maintenance Optimization
van Remmerden, J. (Corresponding author), Kenter, M., Roijers, D. M., Andriotis, C., Zhang, Y. & Bukhsh, Z., okt. 2025, In: Neural Computing and Applications. 37, 30, blz. 24719-24742 24 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand6 Citaten (Scopus)3 Downloads (Pure)
Prijzen
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Winner MLVRP2023 GECCO competition
Reijnen, R. (Ontvanger), Song, Y. (Ontvanger), Abouelrous, A. (Ontvanger), Zhang, Y. (Ontvanger), Bukhsh, Z. (Ontvanger) & Bliek, L. (Ontvanger), 19 jul. 2023
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Bestand -
Best Paper Award for 2017 by Omega-International Journal of Management Science
Ye, Q. C. (Ontvanger), Zhang, Y. (Ontvanger) & Dekker, R. (Ontvanger), 2017
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Industrial Paper Award
van Leeuwen, H. (Ontvanger), Zhang, Y. (Ontvanger), Zervanou, K. (Ontvanger), Mullick, S. (Ontvanger), Kaymak, U. (Ontvanger) & de Ruijter, T. (Ontvanger), 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Student Paper Award
Refaei Afshar, R. (Ontvanger), Zhang, Y. (Ontvanger), Firat, M. (Ontvanger) & Kaymak, U. (Ontvanger), 21 feb. 2019
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Bestand -
Best Student Paper Award of ICAART 2022
Kerkkamp, D. (Ontvanger), Bukhsh, Z. (Ontvanger), Zhang, Y. (Ontvanger) & Jansen, N. (Ontvanger), 2022
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Activiteiten
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The 19th Learning and Intelligent Optimization Conference
Zhang, Y. (Voorzitter)
15 jun. 2025 → 19 jun. 2025Activiteit: Types deelname aan of organisatie van een evenement › Congres › Wetenschappelijk
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Workshop on Trustworthy Sequential Decision-making and Optimization (ECAI2024)
Baier, H. (Organisator), Bliek, L. (Organisator), Bukhsh, Z. (Organisator), Grau Garcia, I. (Organisator), Wu, Y. (Organisator) & Zhang, Y. (Organisator)
19 okt. 2024 → 20 okt. 2024Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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From random heuristics to smarter policies: exploring offline RL in combinatorial optimization
Zhang, Y. (Spreker)
6 nov. 2025 → 7 nov. 2025Activiteit: Types gesprekken of presentaties › Keynote spreker › Wetenschappelijk
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2nd EURO PhD School Data Science Meets Combinatorial Optimisation
Zhang, Y. (Organisator), Jiang, X. (Organisator), Smit, I. G. (Organisator) & Yong, Y.-M. (Organisator)
25 aug. 2025 → 29 aug. 2025Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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The Seventh Data Science Meets Optimization Workshop (ECML-PKDD-25)
Wu, Y. (Organisator), Zhang, Y. (Organisator), Mandi, J. (Organisator), Yorke-Smith, N. (Organisator), Lau, H. C. (Organisator) & de Causmaecker, P. (Organisator)
2025Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk