Skip navigation

Dr Yingke Chen

Associate Professor

Department: Computer and Information Sciences

Yingke Chen received his PhD from Aalborg University, Denmark. He did post-doctoral research at Queen’s University Belfast, UK, and Georgia University, USA. His main research interests include artificial intelligence, machine learning, data-driven decision-making, and their applications. His research has led to national and regional research grants and publications in the Journal of AI Research, AAMAS, AAAI, and IJCAI conferences.

Alongside fundamental research, he also designs innovative solutions based on theoretical findings to address practical challenges. He has been the major contributor (PI/Co-I) of over £1.3M Innovate UK-funded projects (including Knowledge Transfer Partnerships). He works together with business partners from transportation, logistics, autonomous underwater vehicles, education, and e-commerce sectors to exploit data science and AI techniques to understand their current operations and upscale their businesses for the future.

Yingke Chen

Yingke Chen‘s research interests include Artificial Intelligence (in particular, machine learning, multiagent systems and their applications) and Formal Methods (in particular, machine learning-based model checking). 

  • Please visit the Pure Research Information Portal for further information
  • DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels, Liu, H., Ma, Y., Yan, M., Chen, Y., Peng, D., Wang, X. 24 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence, Washington, DC, AAAI Press/International Joint Conferences on Artificial Intelligence
  • Dual Self-Paced Cross-Modal Hashing, Sun, Y., Dai, J., Ren, Z., Chen, Y., Peng, D., Hu, P. 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence, Washington, DC, AAAI Press/International Joint Conferences on Artificial Intelligence
  • Look before you leap: Detecting phishing web pages by exploiting raw URL and HTML characteristics, Opara, C., Chen, Y., Wei, B. 1 Feb 2024, In: Expert Systems with Applications
  • Online Sparse Representation Clustering for Evolving Data Streams, Chen, J., Yang, S., Fahy, C., Wang, Z., Guo, Y., Chen, Y. 27 Oct 2023, In: IEEE Transactions on Neural Networks and Learning Systems
  • HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learning Techniques on HTML Analysis, Opara, C., Wei, B., Chen, Y. Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN 2020), Piscataway, IEEE
  • Decision-Theoretic Planning under Anonymity in Agent Populations, Sonu, E., Chen, Y., Doshi, P. 29 Aug 2017, In: Journal of Artificial Intelligence Research
  • On Markov Games Played by Bayesian and Boundedly-Rational Players, Chandrasekaran, M., Chen, Y., Doshi, P. 10 Feb 2017, In: Proceedings of the AAAI Conference on Artificial Intelligence
  • Bayesian Markov Games with Explicit Finite-Level Types, Chandrasekaran, M., Chen, Y., Doshi, P. 5 Mar 2016, In: Proceedings of the AAAI Conference on Artificial Intelligence
  • Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs, Sonu, E., Chen, Y., Doshi, P. 8 Apr 2015, In: Proceedings of the International Conference on Automated Planning and Scheduling
  • Iterative Online Planning in Multiagent Settings with Limited Model Spaces and PAC Guarantees, Chen, Y., Doshi, P., Zeng, Y. 2015

Computing Science PhD July 01 2013


a sign in front of a crowd
+

Northumbria Open Days

Open Days are a great way for you to get a feel of the University, the city of Newcastle upon Tyne and the course(s) you are interested in.

Research at Northumbria
+

Research at Northumbria

Research is the life blood of a University and at Northumbria University we pride ourselves on research that makes a difference; research that has application and affects people's lives.

NU World
+

Explore NU World

Find out what life here is all about. From studying to socialising, term time to downtime, we’ve got it covered.


Latest News and Features

Seagrass habitats are expanding in some areas, to the surprise of researchers. Matthew Floyd, CC BY-ND
Student Isobel Randall-Evans pictured with handbells
gettyimages/Robert Ingelhart
Isabel Quinn and Kevin Murphy, Assistant Professors in Adult Nursing, Dr Claire Pryor, Assistant Professor in Adult Nursing and Pathway Lead for SPQ Adult Nursing and Leanne Hume, Northern Region Lead Nurse Independent Health and Social Care, RCN
LAW
Fashion Design and Marketing student Abbie Inwood
More news
More events

Upcoming events

REVEAL: Fine Art
-

Back to top