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Collaborations and top research areas from the last five years
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R6522CSC: Energy-efficient Heterogeneous COmputing at exaSCALE
Spence, I. (PI) & Nikolopoulos, D. (CoI)
30/06/2015 → …
Project: Research
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R6359ECI: HANDHELD: Handheld olfactory detection
Gillan, C. (PI), Campbell, K. (CoI), Elliott, C. (CoI), Linton, D. (CoI) & Spence, I. (CoI)
01/08/2011 → …
Project: Research
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LFA-Net: a lightweight network with LiteFusion Attention for retinal vessel segmentation
Mehmood, M., Spence, I. & Fahim, M., 20 Aug 2025, (Accepted) 6th International Conference on Computer Vision and Data Mining: Proceedings. IEEE, (International Conference on Computer Vision and Data Mining: Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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TDSRL: time series dual self-supervised representation learning for anomaly detection from different perspectives
Dai, Y., Spence, I., Rafferty, K., Quinn, B., Huang, J. & Wang, H., 23 Jun 2025, (Early online date) In: IEEE Internet of Things Journal.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Downloads (Pure) -
DNNShifter : An efficient DNN pruning system for edge computing
Eccles, B. J., Rodgers, P., Kilpatrick, P., Spence, I. & Varghese, B., 01 Mar 2024, In: Future Generation Computer Systems. 152, p. 43-54 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Citations (Scopus)49 Downloads (Pure) -
EcoFed: efficient communication for DNN partitioning-based federated learning
Wu, D., Ullah, R., Rodgers, P., Kilpatrick, P., Spence, I. & Varghese, B., 01 Mar 2024, In: IEEE Transactions on Parallel and Distributed Systems. 35, 3, p. 377-390 14 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Multi modal fusion for video retrieval based on CLIP guide feature alignment
Wu, G., Haider, A., Spence, I. & Wang, H., 10 Jun 2024, MVRMLM '24: Proceedings of 2024 ACM ICMR Workshop on Multimodal Video Retrieval. Association for Computing Machinery, p. 45-50 6 p. (Proceedings of ACM ICMR Workshop on Multimodal Video Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus)43 Downloads (Pure)
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KTP with Linden Foods Ltd (PI)
Greer, D. (Advisor), Elliott, C. (Contributor) & Spence, I. (Participant)
01 Aug 2019Activity: Consultancy types › KTP & Consultancy in kind
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IEEE Transactions on Knowledge and Data Engineering (Journal)
Spence, I. (Peer reviewer)
01 Jan 2019 → 31 Jan 2019Activity: Publication peer-review and editorial work types › Publication peer-review
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KTP Devenish Nutrition
Elliott, C. (Consultant), Kilpatrick, P. (Consultant) & Spence, I. (Consultant)
2019 → 2021Activity: Consultancy types › KTP & Consultancy in kind
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Journal of Information Security and Applications (Journal)
Spence, I. (Peer reviewer)
16 Jul 2018Activity: Publication peer-review and editorial work types › Publication peer-review
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Concurrency and Computation: Practice and Experience (Journal)
Spence, I. (Peer reviewer)
01 Jul 2018 → 01 Jan 2019Activity: Publication peer-review and editorial work types › Publication peer-review