About Me

Hi! I am Xia Yutong, currently a third-year Ph.D. student in Data Science at Institute of Data Science (IDS), National University of Singapore (NUS), supervised by Prof. Roger Zimmermann.

My research interests lie in spatio-temporal data mining, urban computing, causal inference and time series analysis. Recently, I have been dedicated to harnessing the power of spatio-temporal data with causal AI techniques. Feel free to reach me by email: yutong.x@outlook.com.

News

[Oct. 2024] I started my visit at JTL Urban Mobility Lab @ MIT, supervised by Prof. Jinhua Zhao.

[May. 2024] One paper about large-scale delivery dataset was accecpted by KDD’24 ADS track.

[May. 2024] Two papers about Singapore parking dataset and spatio-temporal field neural network were accecpted by IJCAI’24 AI for Social Good track.

[Jan. 2024] I was honored to receive the NUS SoC Research Achievement Award. Thanks Prof. Roger for the supports!!

[Sept. 2023] One paper about spatio-temporal causal inference was accepted by NeurIPS’23.

[Sept. 2023] One large-scale traffic benchmark was accecpted by NeurIPS’23 DB Track.

[Sept. 2023] I was honored to receive the NUSGS Research Incentive Award!

[Sept. 2023] One paper about spatio-temporal diffusion model was accepted by SIGSPATIAL’23.

[Jan. 2023] I will attend AAAI’23 at Washington DC in person ✈️. (It is my first time attending a conference!! XD)

[Nov. 2022] One paper about large-scale air quality prediction using Transformers was accepted by AAAI’23 as an oral presentation.

[Aug. 2022] One paper about travel mode choice prediction was accepted by Travel Behaviour and Society.

[Aug. 2022] One paper about accessibility equality was accepted by Sustainable Cities and Society.

[Jan. 2022] I started my Ph.D. candidature at National University of Singapore.

[Dec. 2021] I graduated from University College London and obtained my master’s degree with a distinction.