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Research Themes and Scholarly Interests

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). 

Key Publications

  • 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

Qualifications

Computing Science PhD July 01 2013

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