Fengbo Ren

Assistant Professor

Assistant Professor, IAFSE-CIDSE: Computer Science and Engineering
Assistant Professor, IAFSE-CIDSE: Assured and Scalable Data Engineering, Center for (CASCADE)
Assistant Professor, IAFSE-CIDSE: Embedded Systems, Consortium for (CES)
Assistant Professor, Computing, Informatics and Decision Systems Engineering, School of (CIDSE)

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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574 Citations
14 h-Index
20 Conference contribution
15 Article
1 Paper
1 Conference article
More
- 1 Editorial
- 1 Review article

A Review of Algorithm & Hardware Design for AI-Based Biomedical Applications
Wei, Y., Zhou, J., Wang, Y., Liu, Y., Liu, Q., Luo, J., Wang, C., Ren, F. & Huang, L., Apr 2020, In: IEEE transactions on biomedical circuits and systems. 14, 2, p. 145-163 19 p., 9000730.
Research output: Contribution to journal › Review article › peer-review
2 Scopus citations
BNN Pruning: Pruning Binary Neural Network Guided by Weight Flipping Frequency
Li, Y. & Ren, F., Mar 2020, Proceedings of the 21st International Symposium on Quality Electronic Design, ISQED 2020. IEEE Computer Society, p. 306-311 6 p. 9136977. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2020-March).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Build a compact binary neural network through bit-level sensitivity and data pruning
Li, Y., Zhang, S., Zhou, X. & Ren, F., Jul 20 2020, In: Neurocomputing. 398, p. 45-54 10 p.
Research output: Contribution to journal › Article › peer-review
2 Scopus citations
Cra: A Generic Compression Ratio Adapter for End-To-End Data-Driven Image Compressive Sensing Reconstruction Frameworks
Zhang, Z., Xu, K. & Ren, F., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1439-1443 5 p. 9052998. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Guest Editorial: Special Section on AI-Based Biomedical Circuits and Systems
Zhou, J., Wei, Y., Wang, C., Ren, F. & Huang, L., Apr 2020, In: IEEE transactions on biomedical circuits and systems. 14, 2, p. 142-144 3 p., 9049489.
Research output: Contribution to journal › Editorial › peer-review

4 Active
5 Finished

A Hybrid Approach for High-Accuracy Wiring Via Segmentation
Ren, F.
INDUSTRY: Foreign Company
1/1/21 → 12/31/21
Project: Research project
Compressive Learning for Energy-Efficient and Intelligent Internet-of-Things (IoT) A System Framework from Data Compression to Decision Making
Ren, F.
INDUSTRY: Domestic Company
3/30/20 → 9/1/21
Project: Research project
CAREER - Building Energy-Efficient IoT FrameworksA DataDriven and Hardware-Friendly Approach Tailored for Wearable Applications
Ren, F.
National Science Foundation (NSF)
2/15/17 → 1/31/22
Project: Research project
II-New - GEARS - An Infrastructure for Energy-Efficient Big Data Research on Heterogenous and Dynamic Data
Zhao, M., Candan, K., Liu, H., Davulcu, H., Li, B., Maciejewski, R. & Ren, F.
NSF-CISE: Computer and Network Systems (CNS)
9/1/16 → 8/31/21
Project: Research project
Visual Analytics on Edge
Ren, F.
INDUSTRY: Domestic Company
1/1/19 → 12/31/19
Project: Research project