Prof Yifeng Zeng

Professor

Department: Computer and Information Sciences

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.

Email Yifeng

Key Publications

Please visit the Pure Research Information Portal for further information
A Multi-agent Cooperative Learning System with Evolution of Social Roles, Hou, Y., Sun, M., Zeng, Y., Ong, Y., Jin, Y., Ge, H., Zhang, Q. 1 Apr 2024, In: IEEE Transactions on Evolutionary Computation
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
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, Washington, DC, AAAI Press/International Joint Conferences on Artificial Intelligence
CFNet: Conditional filter learning with dynamic noise estimation for real image denoising, Zuo, Y., Yao, W., Zeng, Y., Xie, J., Fang, Y., Huang, Y., Jiang, W. 25 Jan 2024, In: Knowledge-Based Systems
Improving Knowledge Learning Through Modelling Students’ Practice-Based Cognitive Processes, Gao, H., Zeng, Y., Ma, B., Pan, Y. 1 Jan 2024, In: Cognitive Computation
A2GSTran: Depth Map Super-resolution via Asymmetric Attention with Guidance Selection, Zuo, Y., Xu, Y., Zeng, Y., Fang, Y., Huang, X., Yan, J. 26 Oct 2023, In: IEEE Transactions on Circuits and Systems for Video Technology
An Evolutionary Framework for Modelling Unknown Behaviours of Other Agents, Pan, Y., Ma, B., Zeng, Y., Tang, J., Zeng, B., Ming, Z. 1 Aug 2023, In: IEEE Transactions on Emerging Topics in Computational Intelligence
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis, Chai, P., Cao, L., Xu, R., Zeng, Y. 1 Nov 2023, In: Applied Intelligence
Discovering a cohesive football team through players’ attributed collaboration networks, Zeng, Y., Yu, S., Pan, Y., Chen, B. 1 Jun 2023, In: Applied Intelligence
Improved Demonstration-Knowledge Utilization in Reinforcement Learning, Liu, Y., Zeng, Y., Ma, B., Pan, Y., Gao, H., Zhang, Y. 3 Nov 2023, In: IEEE Transactions on Artificial Intelligence

Current and Recent Projects

Please visit the Pure Research Information Portal for further information
Turing Network Development Awards at Northumbria University, Ho, E. (Principal Investigator), Zeng, Y. (Co Investigator), Alan Turing Institute, 01/02/22 - 30/09/22, £24,871.00

PGR Supervision

Luca Crosato Deep Learning for Social-Aware Autonomous Vehicle-Pedestrian Interaction Start Date: 01/08/2022
Alpana Kumari Machine learning and data analytics to improve patient-care outcomes in people with COPD Start Date: 01/10/2021
Buxin Zeng Plan Legibility of Intelligent Agents Start Date: 01/03/2021

Qualifications

Engineering PhD December 31 2005
Member Institute of Electrical & Electronic Engineers (IEEE) 2020

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