Jiawei Xue
Scholar

Jiawei Xue

Google Scholar ID: YPwRH50AAAAJ
Purdue University; Alibaba Group
LLMsGNNsRecommendationUrban ScienceTransportation
Citations & Impact
All-time
Citations
375
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
20
list available
Resume (English only)
Academic Achievements
  • Paper 'Predicting Individual Irregular Mobility via Web Search-Driven Bipartite Graph Neural Networks' published in IEEE Transactions on Knowledge and Data Engineering (Nov. 2024).
  • Paper 'An Agent-based Model of Post-disaster Recovery in Multilayer Socio-physical Networks' accepted by Sustainable Cities and Society (Sept. 2024).
  • Paper 'Network Macroscopic Fundamental Diagram-Informed Graph Learning for Traffic State Imputation' accepted for ISTTT25 and published in Transportation Research Part B: Methodological (June 2024).
  • Paper 'A Physics-Informed Machine Learning for Generalized Bathtub Model in Large-Scale Urban Networks' published in Transportation Research Part C: Emerging Technologies (May 2024).
  • Successfully defended Ph.D. dissertation titled 'Physics-informed Graph Learning in Urban Traffic Networks' (April 2024).
  • Paper 'METS-R SIM: A Simulator for Multi-modal Energy-optimal Trip Scheduling in Real-time with Shared Autonomous Electric Vehicles' accepted by Simulation Modelling Practice and Theory (Jan. 2024).
  • Three papers accepted for presentation at the Transportation Research Board 103rd Annual Meeting (TRB-24) (Sept. 2023).
  • Received Best Poster Award (1 out of 18) at the First Research Summit of Urban Science in Beijing (Aug. 2023).
  • Awarded Best Student Speaker Award at Purdue’s Institute of Transportation Engineers (ITE) seminars for Fall 2023.