Shengnan Guo
Scholar

Shengnan Guo

Google Scholar ID: 3JsSBYsAAAAJ
Beijing Jiaotong University
Spatial-Temporal Data Mining
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Citations & Impact
All-time
Citations
7,325
 
H-index
19
 
i10-index
30
 
Publications
20
 
Co-authors
11
list available
Contact
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Publications
11 items
Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference
2026
Cited
0
SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning
2026
Cited
0
STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
2026
Cited
0
DiSGMM: A Method for Time-varying Microscopic Weight Completion on Road Networks
2026
Cited
0
Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
arXiv.org · 2026
Cited
0
RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting
2025
Cited
0
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
2025
Cited
0
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
2025
Cited
0
Resume (English only)
Co-authors
11 total
Huaiyu Wan (万怀宇)
Huaiyu Wan (万怀宇)
Professor, Beijing Jiaotong University
Youfang Lin（林友芳）
Youfang Lin（林友芳）
Beijing Jiaotong University
Yan Lin
Yan Lin
Aalborg University
Co-author 4
Co-author 4
Haomin Wen
Haomin Wen
Carnegie Mellon University
Gao Cong
Gao Cong
Nanyang Technological University
Jilin Hu
Jilin Hu
Professor, East China Normal University
Xiucheng Li
Xiucheng Li
Harbin Institute of Technology