Publications
Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.
- Guo, Z, Li, W, Qian, Y, Arandelovic, O & Fang, L 2024, 'A white-box false positive adversarial attack method on contrastive loss based offline handwritten signature verification models', Paper presented at 27th International Conference on Artificial Intelligence and Statistics, Valencia, Spain, 2/05/24 - 4/05/24. https://doi.org/10.48550/arXiv.2308.08925
- Spink, T & Franke, B 2024, Accelerating shared library execution in a DBT. in 25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems: LCTES'24. ACM, ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES 2024), Copenhagen, Denmark, 24/06/24.
- Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
- Eccles, BJ, Rodgers, P, Kilpatrick, P, Spence, I & Varghese, B 2024, 'DNNShifter: an efficient DNN pruning system for edge computing', Future Generation Computer Systems, vol. 152, pp. 43-54. https://doi.org/10.48550/arXiv.2309.06973, https://doi.org/10.1016/j.future.2023.09.025
- Wu, D, Ullah, R, Rodgers, P, Kilpatrick, P, Spence, I & Varghese, B 2024, 'EcoFed: efficient communication for DNN partitioning-based federated learning', IEEE Transactions on Parallel and Distributed Systems, vol. Early Access, 10380682. https://doi.org/10.1109/TPDS.2024.3349617
- Chhetri, TR, Dehury, CK, Varghese, B, Fensel, A, Srirama, SN & DeLong, RJ 2024, 'Enabling privacy-aware interoperable and quality IoT data sharing with context', Future Generation Computer Systems, vol. 157, pp. 164-179. https://doi.org/10.1016/j.future.2024.03.039
- Black, SR, Filgueira, R, McAra, L, Miles, B, Parsons, M & Terras, M 2024, 'Evaluating events data for cultural analytics: a case study on the economic and social effects of Covid-19 on the Edinburgh Festivals', Creative Industries, vol. Latest Articles. https://doi.org/10.1080/17510694.2024.2311883
- Li, PH & Balasubramaniam, D 2024, Highlighting ethical dilemmas in software development: a tool to support ethical training and deliberation (Extended Abstract). in M Arias-Oliva, J Pelegrín-Borondo, K Murata, AM Lara Palma & M Ollé Sesé (eds), Smart Ethics in the Digital World: Proceedings of the ETHICOMP 2024. 21st International Conference on the Ethical and Social Impacts of ICT., 9326112, Universidad de La Rioja, Logroño, pp. 117-121, ETHICOMP 2024, Logroño, Spain, 13/03/24. <https://dialnet.unirioja.es/servlet/articulo?codigo=9326112>
- Farag, Y, Narra, G, Balasubramaniam, D & Boyd, KM 2024, Improving the digital literacy and social participation of older adults: an inclusive platform that fosters intergenerational learning. in M Mulvenna, ML Perez & M Ziefle (eds), Proceedings of the 10th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2024). International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE), SciTePress, pp. 47-58, 10th International Conference on Information and Communication Technologies for Ageing Well and e-Health, Angers, France, 28/04/24. https://doi.org/10.5220/0012623400003699
- Saikumar, D & Varghese, B 2024, NeuroFlux: memory-efficient CNN training using adaptive local learning. in EuroSys '24: Proceedings of the Nineteenth European Conference on Computer Systems. ACM, pp. 999-1015, The European Conference on Computer Systems, Athens, Greece, 22/04/24. https://doi.org/10.1145/3627703.3650067
- Wang, H, Liu, R, Chen, J, Shi, C, Fang, L, Liu, S & Gong, Z 2024, 'Resisting the edge-type disturbance for link prediction in heterogeneous social networks', ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 18, no. 2, 45. https://doi.org/10.1145/3614099
- Cassidy, CA, Miller, AHD & Cummins, A 2023, A case study of community virtual museums in the age of crisis: designing a virtual museum of Caribbean migration and memory. in K Brown, A Cummins & AS González Rueda (eds), Communities and museums in the 21st century : shared histories and climate action. ICOM advances in museums research, Routledge Taylor & Francis Group, Abingdon, Oxon, pp. 221-244. https://doi.org/10.4324/9781003288138-14
- Wang, H, Cui, Z, Liu, R, Fang, L, Chen, J & Sha, Y 2023, 'A multi-type transferable method for missing link prediction in heterogeneous social networks', IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 11, 10004751, pp. 10981-10991. https://doi.org/10.1109/TKDE.2022.3233481
- Vaswani, M, Balasubramaniam, D & Boyd, KM 2023, A novel approach to improving the digital literacy of older adults. in 2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS)., 10173914, IEEE/ACM International Conference on Software Engineering: Software Engineering in Society, IEEE Computer Society, pp. 169-174, IEEE/ACM International Conference on Software Engineering, Melbourne, Australia, 14/05/23. https://doi.org/10.1109/icse-seis58686.2023.00023