Projects per year
Personal profile
Biography
Dr. Yifeng Zeng is a Professor and the Head of Research and Knowledge Exchange&UoA 11 Lead in the Department of Computer and Information Sciences. He is leading the Autonomous Systems research group. His main research interests include intelligent agents, probabilistic graphical models, deep learning, computational intelligence, digital education and social networks. He received the EPSRC New Investigator Award in 2019 and has managed a number of Innovate UK projects in the past years.
Education/Academic qualification
Engineering, PhD
31 Dec 2005 → 31 Dec 2099
Award Date: 31 Dec 2005
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Projects
- 1 Finished
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Turing Network Development Awards at Northumbria University
Ho, E. & Zeng, Y.
1/02/22 → 30/09/22
Project: Research
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Symmetric Bayesian Personalized Ranking With Softmax Weight
Pan, Y., Ran, Q., Zeng, Y., Ma, B., Tang, J. & Cao, L., 13 Mar 2023, (E-pub ahead of print) In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 10 p.Research output: Contribution to journal › Article › peer-review
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Behavioral model summarisation for other agents under uncertainty
Pan, Y., Ma, B., Tang, J. & Zeng, Y., 1 Jan 2022, In: Information Sciences. 582, p. 495-508 14 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems
Hou, Y., Sun, M., Zhu, W., Zeng, Y., Piao, H., Chen, X. & Zhang, Q., 14 Jan 2022, (Accepted/In press) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 12 p.Research output: Contribution to journal › Article › peer-review
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Budgeted Sequence Submodular Maximization
Chen, X., Feng, L., Cao, X., Zeng, Y. & Hou, Y., 16 Jul 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. De Raedt, L. (ed.). Darmstadt, Germany: International Joint Conferences on Artificial Intelligence, p. 4733-4739 7 p. (Proceedings of the International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile3 Downloads (Pure) -
Constrained Path Search with Submodular Function Maximization
Chen, X., Cao, X., Zeng, Y., Fang, Y., Wang, S., Lin, X. & Feng, L., 9 May 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE 2022): 9–11 May 2022, Virtual Event. Piscataway, NJ: IEEE, p. 325-337 13 p. (Proceedings of the International Conference on Data Engineering (ICDE)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile