Shuyang Li

Dottorando in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36^o ciclo (2020-2023)
Dipartimento di Elettronica e Telecomunicazioni (DET)

shuyang.li@polito.it

Profilo

Dottorato di ricerca

Argomento di ricerca

Prediction of events in 5G networks

Tutori

Enrico Magli

Interessi di ricerca

Big Data, Machine Learning, Neural Networks and Data Science

Communication and Computer Networks

Biografia

I'm a PhD of the 36th cycle in the Department of Electrics, Electtronics and Telecommunications. The field of my research is Time Series Analysis and Forecasting, and in particular I am developing deep learning model for forecasting the upcoming events and network traffic of 5G mobile network. This work is being carried on under the Supervision of Prof. Enrico Magli of the Image Processing Lab (IPL) of Politecnico di Torino and with the collaboration of TIM.

I received my Master Degree in ICT for Smart Societies Engineering in 2019 with a grade of 110/110, and my master thesis is about applying clustering algorithms to identify the usage pattern of construction vehicles based on time series collected from IoT devices. During my master degree, I also co-published a journal paper which is related to the IoT-based smart ventilation system.

Pubblicazioni

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting. In: 2023 International Conference on Communications, Roma (Italy), 28 May 2023 - 01 June 2023, pp. 5471-5476
Contributo in Atti di Convegno (Proceeding)
Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
TDANet: an efficient solution for short-term mobile traffic forecasting. In: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence (Italy), 20-23 June 2023, pp. 1-5. ISBN: 979-8-3503-1114-3
Contributo in Atti di Convegno (Proceeding)
Li, Shuyang; Francini, Gianluca; Magli, Enrico (2023)
Temporal dynamics clustering for analyzing cell behavior in mobile networks. In: COMPUTER NETWORKS, vol. 223. ISSN 1389-1286
Contributo su Rivista
Chiesa, G.; Cesari, Silvia; Garcia, M.; Issa, M.; Li, Shuyang (2019)
Multisensor IoT platform for optimising IAQ levels in buildings through a smart ventilation system. In: SUSTAINABILITY, vol. 11, pp. 1-28. ISSN 2071-1050
Contributo su Rivista