Yuxuan Liang
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Yuxuan Liang at 15 Computing Dr, Singapore 117418 |
About me
I am a third-year PhD student at School of Computing, National University of Singapore, supervised by Prof. Roger Zimmermann and Prof. David S. Rosenblum. I have published some papers in refereed journals and conferences (with 650+ citations), such as TKDE, KDD, NeurIPS, WWW, IJCAI, AAAI and UbiComp. I also serve as a PC member (reviewer) for several top-tier conferences, e.g., KDD, ICML, ICLR, NeurIPS, AAAI and ECML-PKDD. Thanks to the supervision of Prof. Yu Zheng and Dr. Junbo Zhang, I started my research career at Microsoft Research Asia (MSRA) and graduated from Xidian University. My research interests lie in Spatio-Temporal Data Mining, Urban Computing and Graph Learning.
News
[04-30-2021] One paper about Neural ODEs was accepted by IJCAI’21.
[03-22-2021] One paper about cascading inference was accepted by IEEE Transactions on Visualization and Computer Graphics (TVCG).
[03-18-2021] Awarded SDSC Dissertation Research Fellowship (10 annual quotas for Singapore-based PhD Students).
[01-16-2020] Four papers about ST prediction and GNN were accepted by WWW’21.
[08-18-2020] Attending the DiDi-IEEE Elite Forum 2020
[07-15-2020] Two papers about STDM were accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE)
[06-04-2020] Two papers about ST prediction and GNN were accepted by ECML-PKDD’20
[05-15-2020] Two papers about AutoML in ST data and GNN were accepted by KDD’20
Working Experience
[FTE] Research Assistant @ National University of Singapore, Singapore, Nov 2018 - April 2019
[Internship] Algorithm Engineer Intern @ JD.COM, Beijing, China, Jan 2018 - Sep 2018
[Internship] Reserach Intern @ Microsoft Research, Beijing, China, Jan. 2017 - Jan 2018
[Internship] Reserach Intern @ Microsoft Research, Beijing, China, Dec. 2015 - Sep 2016
Community Services
PC member: ICLR’ 22, NeurIPS’21, KDD’21, ICML’21, ICLR’21, AAAI’21, NeurIPS’20, AAAI’20, ECML-PKDD’20, SPATIALDI’20
Journal reviewer: TKDE, TMC, IMWUT, T-ITS, TIST, TR Part C, IEEE Sensor, etc.
External reviewer: KDD’20, IJCAI’19, KDD’19, KDD’18, SDM’18, CIKM’18, KDD’17, CIKM’17, CCFAI’17, ICDM’16, GIS’1