Dr Valentin Radu

School of Computer Science

Visiting Lecturer

Member of the Pervasive Computing research group

Valentin Radu profile photo
Profile picture of Valentin Radu profile photo
v.radu@sheffield.ac.uk
Regent Court (DCS)

Full contact details

Dr Valentin Radu
School of Computer Science
Regent Court (DCS)
211 Portobello
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S1 4DP
Profile

Valentin joined the School of Computer Science in August 2020. Before that he was a postdoctoral researcher at the University of Edinburgh, exploring deep learning optimisation for efficient inference on edge computing devices. He received his PhD in 2017 from the University of Edinburgh, where he researched intelligent mobile systems for sensing applications. His research has been influenced by his visits at the University of Cambridge, in the Mobile Systems Group (2016), Intel R&D Ireland (2017) and Samsung (2015).

Research interests
  • Multimodal deep learning systems
  • Distributed edge inference
  • Deep neural network optimisation
  • Context awareness by mobile sensing
Publications

Journal articles

  • Wei X, Wei Z & Radu V (2021) . Sensors, 21(22). RIS download Bibtex download
  • Strömbäck D, Huang S & Radu V (2020) . Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 4(4), 1-22. RIS download Bibtex download

Conference proceedings papers

  • Shi H & Radu V (2021) . EdgeSys 2021 - Proceedings of the 4th International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2021 (pp 61-66) RIS download Bibtex download
  • Mulder R, Radu V & Dubach C (2021) (pp 104-110) RIS download Bibtex download
  • Barrows J, Radu V, Hill M & Ciravegna F () Active Learning with Data Distribution Shift Detection for Updating Localization Systems. 2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 29 November 2021. RIS download Bibtex download

Links

Pervasive Computing research group