Projects per year
Personal profile
Research Interests
Dr. Jianfeng Ren has research interests in face recognition, image/video processing, statistical pattern recognition, deep learning, human-computer interaction and radar target recognition.
Personal profile
Dr. Jianfeng Ren received the B.Eng. Degree from the National University of Singapore in 2001, and the M.Sc. and Ph.D. degrees from Nanyang Technological University (NTU), in 2009 and 2015, respectively.In December 2007, he joined NTU as a Project Officer, responsible for the development of the faceverification system on mobile devices. In September 2011, he joined the BeingThere Centre, Institute ofMedia Innovation, NTU, as a Research Associate. In 2015-2018, he worked as a Postdoctoral Research Fellow in the School of Electrical and Electronic Engineering, NTU. Currently, he is an assistant professor in the School of Computer Science in University of Nottingham Ningbo China. Since 2009, he has authored or coauthored 10 journal papers and 10 conference papers, including two TIP papers, three PR papers, three SPL papers, and one TMM paper. His research interests include face recognition,image/video processing, statistical pattern recognition, deep learning, human-computer interaction and radar target recognition.
Teaching
Programming Paradigm
Algorithms Correctness and Efficiency
Computer Science Fundamental
Introduction to Image Processing
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Projects
- 3 Active
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Ningbo Key Unmovable Heritage Smart Preservation and Traditional Art Inheritance
Deng, W. (PI), Liu, J. (CoI), Zhou, T. (CoI), Xie, J. (CoI), Ren, J. (CoI), Botti, G. (CoI), Loo, Y. M. (CoI), Zahran, E. S. M. M. (CoI), Zipprich, A. (CoI), Liang, R. (CoI) & Sima, Y. (CoI)
1/08/23 → 31/07/26
Project: Government Funded Projects › Vertical-Ningbo Municipal/Departmental Government (市厅级) Funded Projects
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Research on Key Technologies of Collaborative AGV Scheduling for Complex Digital Twin Systems
Bai, R. (PI), Ren, J. (CoI), Yao, Y. (CoI) & ULLAH, F. (CoI)
1/04/23 → 31/03/26
Project: Government Funded Projects › Vertical-Ningbo Municipal/Departmental Government (市厅级) Funded Projects
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Ningbo Key Laboratory of Digital Port Technologies
Bai, R. (PI), Chong, A. (CoI), Ren, J. (CoI) & Dong, N. (CoI)
8/03/23 → …
Project: Government Funded Projects › Vertical-Ningbo Municipal/Departmental Government (市厅级) Funded Projects
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A cascaded retrieval-while-reasoning multi-document comprehension framework with incremental attention for medical question answering
Liu, J., Ren, J., Bai, R., Zhang, Z. & Lu, Z., 15 Mar 2025, In: Expert Systems with Applications. 265, 125701.Research output: Journal Publication › Article › peer-review
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DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning
Li, C., Tan, Y. Y., He, Y., Ren, J., Bai, R., Zhao, Y., Yu, H. & Jiang, X., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 2 ed. Association for the Advancement of Artificial Intelligence, p. 1373-1382 10 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 2).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Enhancing Cryptocurrency Trading Strategies: A Deep Reinforcement Learning Approach Integrating Multi-Source LLM Sentiment Analysis
Du, N., Zhao, Y., Wang, J., Zhu, Y., Xie, S., Yang, L., Tong, Y., Xu, S., Zhang, W., Tang, Z., Xu, K., Ren, J. & Cui, T., 2025, 2025 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CiFer 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CiFer 2025).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion
He, W., Ren, J., Bai, R. & Jiang, X., Mar 2025, In: Pattern Recognition. 159, 111101.Research output: Journal Publication › Article › peer-review
Open Access -
S3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation
Wang, G., Li, Y., Chen, W., Ding, M., Cheah, W. P., Qu, R., Ren, J. & Shen, L., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 7655-7664 10 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 7).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Prizes
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Fourth China Industrial Internet Competition Beijing Division Award - Third Prize
Zhu, J. (Recipient), Zhang, H. (Recipient), Zhou, Y. (Recipient), Bai, R. (Recipient) & Ren, J. (Recipient), 2022
Prize: Other distinction
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The 4th China Industrial Internet Competition Beijing Division - Third Prize
ZHU, J. (Recipient), Zhang, H. (Recipient), Zhou, Y. (Recipient), Bai, R. (Recipient) & Ren, J. (Recipient), 2022
Prize
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