Liu Shuai
Scholar

Liu Shuai

Google Scholar ID: NOWOyzUAAAAJ
Phd Candidate, Nanyang Technology University
spatial-temporal data mininglarge language model
Citations & Impact
All-time
Citations
122
 
H-index
5
 
i10-index
4
 
Publications
12
 
Co-authors
10
list available
Publications
12 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • 1. [Time Series Large Language Models for Traffic Flow Forecasting: A Survey and Beyond], expected to be published in 2025; 2. [Disentangling Dynamics: Advanced, Scalable and Explainable Imputation for Multivariate Time Series], TKDE 2025; 3. [UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models], EMNLP 2024 Findings; 4. [Personalized and On-device Trajectory Mobility Prediction], SigSpatial 2024 Workshop; 5. [SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting], ICDE 2024.
Research Experience
  • No specific work experience or research projects mentioned.
Education
  • 1. Ph.D. - Nanyang Technological University (NTU), Supervisor: Professor Cong Gao; 2. B.Sc. - Peking University, Supervisor: Professor Guojie Song.
Background
  • A second-year Ph.D. student at Nanyang Technological University (NTU) in Singapore, focusing on spatial-temporal data mining, artificial intelligence, and machine learning. Before joining NTU, he completed his Bachelor of Science degree in Computer Science at Peking University in China.
Miscellany
  • No other interests or hobbies mentioned.