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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Collaborations and top research areas from the last five years
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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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A2GSTran: Depth Map Super-resolution via Asymmetric Attention with Guidance Selection
Zuo, Y., Xu, Y., Zeng, Y., Fang, Y., Huang, X. & Yan, J., 1 Jun 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 6, p. 4668-4681 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)10 Downloads (Pure) -
A Multi-agent Cooperative Learning System with Evolution of Social Roles
Hou, Y., Sun, M., Zeng, Y., Ong, Y-S., Jin, Y., Ge, H. & Zhang, Q., 1 Apr 2024, In: IEEE Transactions on Evolutionary Computation. 28, 2, p. 531-543 13 p., 10104101.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)352 Downloads (Pure) -
A substructure transfer reinforcement learning method based on metric learning
Chai, P., Chen, B., Zeng, Y. & Yu, S., 14 Sept 2024, In: Neurocomputing. 598, p. 1-11 11 p., 128071.Research output: Contribution to journal › Article › peer-review
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Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs
Chen, X., Feng, L., Cao, X., Zeng, Y., Hou, Y. & Zhang, Z., 1 Feb 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 1, p. 503-518 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Downloads (Pure) -
Causal-Driven Skill Prerequisite Structure Discovery
Yu, S., Zeng, Y., Yang, F. & Pan, Y., 24 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. 18 ed. Washington, DC: AAAI Press/International Joint Conferences on Artificial Intelligence, Vol. 38. p. 20604-20612 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access