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S

Shengnan Guo

Beijing Jiaotong University

14H-index
40Paper Count
5.8KCitation Count
Published Papers 16
Publication Date
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Sparse Traffic Accident Risk Forecasting With Spatial-Temporal Knowledge Graphs
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-06-30
err0
PREAI
errShengnan Guo; Yan Lin; Wei Chen; Weiwen Tang; Haochen Lv; Rongzhi Zhou; Junliang Lin; Youfang Lin; Huaiyu Wan
errShare
errSave
UVTM: Universal Vehicle Trajectory Modeling With ST Feature Domain Generation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-08-01
err0
PREAI
errYan Lin; Jilin Hu; Shengnan Guo; Bin Yang; Christian S. Jensen; Youfang Lin; Huaiyu Wan
errShare
errSave
Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
errOAAI
errLin, Yan; Wan, Huaiyu; Guo, Shengnan; Hu, Jilin; Jensen, Christian S.; Lin, Youfang
errShare
errSave
Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
PREAI
errWei, Tonglong; Lin, Youfang; Guo, Shengnan; Lin, Yan; Huang, Yiheng; Xiang, Chenyang; Bai, Yuqing; Wan, Huaiyu
errShare
errSave
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
errOAAI
errWen, Haomin; Lin, Youfang; Wu, Lixia; Mao, Xiaowei; Cai, Tianyue; Hou, Yunfeng; Guo, Shengnan; Liang, Yuxuan; Jin, Guangyin; Zhao, Yiji; Zimmermann, Roger; Ye, Jieping; Wan, Huaiyu
errShare
errSave
Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
PREAI
errGong, Letian; Wan, Huaiyu; Guo, Shengnan; Li, Xiucheng; Lin, Yan; Zheng, Erwen; Wang, Tianyi; Zhou, Zeyu; Lin, Youfang
errShare
errSave
A multi-objective trajectory planning approach for vibration suppression of a series-parallel hybrid flexible welding manipulator
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-11-01
err0
PREAI
errBan, Caixia; Fu, Bing; Wei, Wei; Chen, Zhaotao; Guo, Shengnan; Deng, Nianchun; Yuan, Lili; Long, Yu
errShare
errSave
Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err0
errOAAI
errWei, Tonglong; Lin, Youfang; Lin, Yan; Guo, Shengnan; Zhang, Lan; Wan, Huaiyu
errShare
errSave
Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecasting
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err1
PREAI
errJin, Xiyuan; Wang, Jing; Guo, Shengnan; Wei, Tonglong; Zhao, Yiji; Lin, Youfang; Wan, Huaiyu
errShare
errSave
Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-01-01
err5
PREAI
errWei, Tonglong; Lin, Youfang; Guo, Shengnan; Lin, Yan; Zhao, Yiji; Jin, Xiyuan; Wu, Zhihao; Wan, Huaiyu
errShare
errSave
Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-04-13
err7
errOAAI
errWen, Haomin; Lin, Youfang; Wu, Fan; Wan, Huaiyu; Sun, Zhongxiang; Cai, Tianyue; Liu, Hongyu; Guo, Shengnan; Zheng, Jianbin; Song, Chao; Wu, Lixia
errShare
errSave
Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-11-01
err13
PREAI
errWan, Huaiyu; Lin, Yan; Guo, Shengnan; Lin, Youfang
errShare
errSave
Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-11-01
err291
PREAI
errGuo, Shengnan; Lin, Youfang; Wan, Huaiyu; Li, Xiucheng; Cong, Gao
errShare
errSave
DeepRoute plus : Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2022-01-05
err10
PREAI
errWen, Haomin; Lin, Youfang; Wan, Huaiyu; Guo, Shengnan; Wu, Fan; Wu, Lixia; Song, Chao; Xu, Yinghui
errShare
errSave
CTS-LSTM: LSTM-based neural networks for correlated time series prediction
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-03-01
err69
PREAI
errWan, Huaiyu; Guo, Shengnan; Yin, Kang; Liang, Xiaohui; Lin, Youfang
errShare
errSave
Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2019-10-01
err312
PREAI
errGuo, Shengnan; Lin, Youfang; Li, Shijie; Chen, Zhaoming; Wan, Huaiyu
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jieping Ye
H-index: 103 · Papers: 693
C
Christian S. Jensen
H-index: 87 · Papers: 1.0K
G
Gao Cong
H-index: 69 · Papers: 414
陈
陈伟 (Wei Chen)
H-index: 63 · Papers: 935
R
Roger Zimmermann
H-index: 57 · Papers: 631
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