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Shengnan Guo — most-cited papers & profile · Time Series
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Shengnan Guo
18
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Most-cited papers
DiSGMM: A Method for Time-varying Microscopic Weight Completion on Road Networks
2026
RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting
2025
Towards An Efficient and Effective En Route Travel Time Estimation Framework
2025
Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding
2022
Origin-Destination Travel Time Oracle for Map-based Services
2023
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects
2023
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain Generation
2024
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories
2024
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
2024
UniTE: A Survey and Unified Pipeline for Pre-training Spatiotemporal Trajectory Embeddings
2024
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
2024
PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
2024
A Survey and Benchmarking of Spatial-Temporal Traffic Data Imputation Models
2024
Top co-authors
Youfang Lin
· 13
Huaiyu Wan
· 12
Yan Lin
· 10
Jilin Hu
· 6
Christian S. Jensen
· 5
Xiaowei Mao
· 5
Haomin Wen
· 4
Bin Yang
· 2
Haitao Yuan
· 2
Haochen Lv
· 2
Qisen Xu
· 2
Tonglong Wei
· 2
Topics
cs.LG
cs.AI
cs.CV