Research output per year
Research output per year
Personal profile
Profile
Qiang Shen is a professor, and Pro Vice-Chancellor: Faculty of Business and Physical Sciences at Aberystwyth University. He is a Fellow of the Royal Academy of Engineering and a Fellow and Council Member of the Learned Society of Wales (the national academy of Wales).
Professor Shen was a member of the UK Research Excellence Framework (REF) 2021 Sub-panel 11: Computer Science and Informatics and also, a REF 2014 panel member. He was a London 2012 Olympic Torch Relay torchbearer, nominated to carry the Olympic torch in celebration of the centenary of Alan Turing. He is the recipient of the 2024 IEEE CIS Fuzzy Systems Pioneer Award.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Profiles
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Bamikole Olaleye Akinsehinde
Person: Doctor of Philosophy
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A Hybrid Performance Estimation Strategy for Optimizing Neural Architecture Search
Zhang, L., Zheng, X., Wu, J., Chang, X., Copner, N., Lin, C.-M., Chao, F., Chen, Y., Shang, C. & Shen, Q., 24 Jul 2024, UKCI 2024: 23rd UK Workshop on Computational Intelligence.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
File5 Downloads (Pure) -
ARLP: Automatic multi-agent transformer reinforcement learning pruner for one-shot neural network pruning
Guo, B., Chang, X., Chao, F., Zheng, X., Lin, C. M., Chen, Y., Shang, C. & Shen, Q., 27 Sept 2024, In: Knowledge-Based Systems. 300, 112122.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Choquet-like Integrals with Rough Attribute Fuzzy Measures for Data-driven Decision-making
Wang, J., Zhang, X. & Shen, Q., 01 May 2024, In: IEEE Transactions on Fuzzy Systems. 32, 5, p. 2825-2836 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)9 Downloads (Pure) -
CPE COIN++: Towards Optimized Implicit Neural Representation Compression via Chebyshev Positional Encoding
Chu, H., Dai, S., Ding, W., Shi, X., Xu, T., Dai, P., Zhang, S., Zhang, Y., Chang, X., Lin, C.-M., Chao, F., Shang, C. & Shen, Q., 25 Jun 2024, (Accepted/In press) The 7th Chinese Conference on Pattern Recognition and Computer Vision PRCV 2024. Springer PublishingResearch output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Cross-scale Heterogeneous Convolution Change Detection Based on Spatial-Spectral Information Fusion for Remote Sensing Imagery
Hou, X., Lin, J., Shang, C. & Shen, Q., 24 Jul 2024, (Accepted/In press) UKCI 2024 : 23rd UK Workshop on Computational Intelligence.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Dynamic Image-Based Impedance Control of Aerial Manipulator for Sliding Inspection
Wu, Y., Chen, Y., Zeng, G., Shang, C., Miao, Z., Wang, H., Wang, Y. & Shen, Q., 22 Feb 2024, (E-pub ahead of print) In: Transactions on Mechatronics. 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Downloads (Pure) -
ECMEE: Expert Constrained Multi-Expert Ensembles with Category Entropy Minimization for Long-tailed Visual Recognition
Fu, Y., Shang, C., Han, J. & Shen, Q., 01 Apr 2024, In: Neurocomputing. 576, 127357.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Enhancing Single Image Super Resolution: A Galerkin-type Attention Mechanism-Based Approach with Residual Channel Attention
Chen, Z., Chang, X., Chao, F., Chen, Y., Shang, C. & Shen, Q., 24 Jul 2024, UKCI 2024: 23rd UK Workshop on Computational Intelligence.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
File7 Downloads (Pure) -
Fuzzy Rule Base Simplification via Conflict Resolution by Aggregating Rule Consequents
Xu, R., Shang, C., Lin, J., Zhou, M., Chen, Y. & Shen, Q., 30 Jun 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024 - Proceedings. IEEE Press, 6 p. (IEEE International Conference on Fuzzy Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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HSR-Diff: Hyperspectral Image Super-Resolution via Conditional Diffusion Models
Wu, C., Wang, D., Bai, Y., Mao, H., Li, Y. & Shen, Q., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE Press, p. 7060-7070 11 p. (IEEE International Conference on Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
9 Citations (Scopus) -
Internal Model Control Structure Inspired Robotic Calligraphy System
Wu, R., Chao, F., Zhou, C., Chang, X., Yang, L., Shang, C., Zhang, Z. & Shen, Q., 01 Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 2600-2610 11 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)
Projects
- 6 Finished
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Robust burnt scar profiling using deep learning and ensemble modelling with Remote sensing data
Shen, Q. (PI)
17 Feb 2021 → 16 Feb 2022
Project: Externally funded research
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Ser Cymru: Reconstruction of Missing Information in Optical Remote Sensing Images Based on Deep Learning and Knowledge Interpolation
Shen, Q. (PI)
01 Oct 2020 → 28 Feb 2023
Project: Externally funded research
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Computer Aided Diagnosis Guided by Hierarchical Granular Computing (EU&WG) Yanpeng Qu
Shen, Q. (PI)
Llywodraeth Cymru | Welsh Government
01 Aug 2018 → 31 Jul 2020
Project: Externally funded research
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CoLearn: Biological, Computational, and Robotics Experiments to Study Collective Learning in Multi-Agent Systems (EU&WG) - Otar Akanyeti
Shen, Q. (PI)
Llywodraeth Cymru | Welsh Government
01 Aug 2018 → 31 Jul 2020
Project: Externally funded research
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Developmental algorithms for robotics: Understanding the world of objects, interactions and tools
Shen, Q. (PI), Law, J. A. (CoI), Lee, M. (CoI) & Shaw, P. (CoI)
Engineering and Physical Sciences Research Council
01 Mar 2015 → 26 Jun 2018
Project: Externally funded research
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Sparse Representation-based super-resolution restoration of remote sensing images
Shen, Q. (PI)
01 Aug 2014 → 30 Apr 2015
Project: Externally funded research
Press/Media
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Reports Summarize Networks Findings from Xiamen University (Arlp: Automatic Multi-agent Transformer Reinforcement Learning Pruner for One-shot Neural Network Pruning)
Shang, C., Shen, Q., Chao, F. & Chen, Y.
26 Sept 2024
1 item of Media coverage
Press/Media: Media coverage
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Research Conducted at Xiamen University Has Provided New Information about Robotics (Self-organizing Type-2 Fuzzy Double Loop Recurrent Neural Network for Uncertain Nonlinear System Control)
17 Jun 2024
1 item of Media coverage
Press/Media: Media coverage
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New Mathematics Data Has Been Reported by a Researcher at Aberystwyth University (Towards Dynamic Fuzzy Rule Interpolation via Density-Based Rule Promotion from Interpolated Outcomes)
08 Feb 2024
1 item of Media coverage
Press/Media: Media coverage
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Studies from Aberystwyth University in the Area of Information Technology Reported (Sparse Data-based Image Super-resolution With Anfis Interpolation)
14 Dec 2023
1 item of Media coverage
Press/Media: Media coverage
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Aberystwyth University sets up new Engineering Unit
21 Feb 2023
1 item of Media coverage
Press/Media: Media coverage
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Aberystwyth academic elected Royal Academy of Engineering Fellow
22 Sept 2022
1 item of Media coverage
Press/Media: Media coverage
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"Visionary" Aberystwyth University academic elected Royal Academy of Engineering Fellow (9/22/22)
22 Sept 2022
1 item of Media coverage
Press/Media: Media coverage
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"Visionary" Aberystwyth University academic elected Royal Academy of Engineering Fellow
22 Sept 2022
1 item of Media coverage
Press/Media: Media coverage
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Siemens boss and revolutionary academic named in Royal Academy of Engineering's newest list of Fellows
22 Sept 2022
1 item of Media coverage
Press/Media: Media coverage
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Artificial Intelligence for our Future - Aber 150 Future Challenge Series
Miles, H. (Speaker), Labrosse, F. (Speaker), Shaw, P. (Speaker), Zwiggelaar, R. (Speaker), Shen, Q. (Speaker), Bennett-Gillison, S. (Speaker), Gething, V. (Speaker) & Kurtz, S. (Speaker)
08 Mar 2023Activity: Talk or presentation › Invited talk
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Welsh Government PR campaign
Shen, Q. (Participant)
2018Activity: Participating in or organising an event › Workshop, Seminar, or Course
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Aberystwyth Beach Lab
Shen, Q. (Participant)
28 Jun 2017Activity: Participating in or organising an event › Workshop, Seminar, or Course
Prizes
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Fellow of the Royal Academy of Engineering
Shen, Q. (Recipient), 2022
Prize: Election to learned society
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IEEE CIS 2024 Fuzzy Systems Pioneer Award
Shen, Q. (Recipient), 2024
Prize: Prize (including medals and awards)