Head of Data Embedded Networks (DEN) Lab
Alan Turing Institute - Turing Fellow & Group Leader
University of Cambridge: MEng, MA, PhD
Co-Lead for Research Theme on Cities
New York University (NYU) - CUSP
Warwick Institute for Science of Cities (EPSRC CDT)
F329, School of Engineering, University of Warwick,
West Midlands, CV4 7AL
weisi.guo [AT] warwick.ac.uk
wguo [AT] turing.ac.uk
Phone: 024 765 22223
Weisi is an innovative researcher and engineering professional, with over 10 years experience in both academia and industry. He graduated from the University of Cambridge with MEng (2005), MA, Ph.D. degrees (2011). His applied research is underpinned by fundamental breakthroughs in network science, communication theory, and signal processing. He has won numerous international awards and is PI to £1.7m funding to host institution, has published over 100 papers, holds an IET Innovation Award and been twice a runner-up in the Bell Labs Prize.
In his private life, his experiences include working in UNHCR refugee camps in Africa, being part of the victorious Cambridge Varsity archery team (2002), solo climbed two of the highest sub-continent peaks, and served as badminton captains at Cambridge and Sheffield. He has also completed the full London (2007) and full Sahara (2010) marathons.
Data-Embedded-Networks (DEN) Lab
Research Vision: as human society is becoming increasingly inter-connected, it faces serious challenges and our connected resilience is not well understood. At the heart of my research is the attempt to use data science to discover and model latent relationships between connectivity, complexity, and resilience for coupled social-physical systems.
Track-Record: my award-winning DEN Lab is part of the global alliance for urban science (CUSP), the Alan Turing Institute, and the EPSRC Doctoral Training Centre in Urban Science (WISC). We work with a variety of commercial (UK & EU SMEs) and government bodies (Alan Turing Institute, MoD), as well as contribute scientific evidence (NIC, LEP) to expand the impact of research.
Research Areas: 3 key areas, representative outputs, team members, and selected active grants are given below.1) Machine Learning in 5G Networks: reinforcement learning, data-driven deployment, stochastic geometry:
- "Learning-based Spectrum Sharing and Spatial Reuse in mm-Wave Ultra Dense Networks," IEEE Trans. Vehicular Tech., 2017 [Link]
- "Estimating Mobile Traffic Demand using Twitter," IEEE Wireless Com. Letters, 2016 [Link]
- "Dynamic Cell Expansion with Self-Organizing Cooperation," IEEE J. on Sel. Areas in Com. (JSAC), 2013 [Link]
- "The Spatial Ecology of War and Peace," arXiv, 2017 [preprint]
- "Spatial Dynamics of Gang Confrontation in Medellin," arXiv, 2018 [preprint]
- "Global Network Centrality of University Rankings," Royal Society Open Science, 2017 [Link][Media][Cover Feature]
- "Tabletop Molecular Communication: Text Messages Through Chemical Signals," PLOS ONE, 2013 [Link][Media][Top 10% Cited Paper]
- "Analyzing Large-Scale Multiuser Molecular Communication via 3D Stochastic Geometry," IEEE Trans. MBMC, 2017 [Link]
- "Bacterial Relay for Energy Efficient Molecular Communications," IEEE Trans. NanoBioscience, 2017 [Link][Cover Feature]
- Research Fellows (5): A. Pagani, W. Qi, G. Aquino, G. Moutsinas, L. Lin
- Ph.D. Students (8): N. Gupta, G. Mosquera, A. Alturki, A. Pamuncak, M. Abbaszadeh, A. Sonea, Z. Wei, M. Mazzamurro
- External Ph.D. Students (2): L. Zha [QMUL], vacancy [York]
Full details of research and Ph.D. & Post-Doc opportunities at DEN Lab can be found here.
Selected Active Projects
Total grant value as PI to host: £1.7m (incl. 13+ Post-Doc Years)
- EPSRC: CoTRE - Complexity Twin for Resilient Ecosystems, PI, Link, 2018-20, £238k
- H2020: DAWN4IoE - Data Aware Wireless Network for IoE, Coordinator, Link, 2017-21, €270k (Total: €1.1M)
- H2020: Mo-IoNT - Molecular Internet-of-Nano-Things, Link, 2018-20, €195k
- InnovateUK: ODIN - Online Data Integrated Network, PI, Link, 2017-2020, £199k
- Turing: GUARD - Global Urban Analytics for Resilient Defence, PI, Link, 2017-19, £250k
- Turing: CHANCE - Coupled Human And Natural Critical Ecosystems, PI, Link, 2017-20, £290k
- USAF: MolSig - Molecular Signalling in Complex Environments, PI, Link, 2017-21, $166k
[News Coverage]: BBC Gordon Corera's Interview of my work with Sir Alan Wilson on global conflict prediction using network science [Link].
Jun [Conference] Experimental Molecular Communications in Obstacle Rich Fluids, to appear in ACM/IEEE NanoCom.
May [Workshop] Excited to have been able to co-host with Liz the LRF DCE and EPSRC ENCORE+ funded workshop on AI for infrastructure monitoring at the Alan Turing Institute.
May [Workshop] Excited to have been able to co-host with Nils and Kristian the ESRC funded workshop on forecasting political violence.
May [Preprint] Spatial Dynamics of Gang Confrontation in Medellin, arXiv [Link]
May [Preprint] Model-Free Information Extraction in Enriched Nonlinear Phase-Space, arXiv [Link]