Shengnan Guo - Publications, H-index & Citations

Shengnan Guo

Beijing Jiaotong University

14H指数

40论文数

5.8K被引数

收录论文 16

发表时间

Sparse Traffic Accident Risk Forecasting With Spatial-Temporal Knowledge Graphs 基于时空知识图谱的稀疏交通事故风险预测

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-06-30

PREAI

Shengnan Guo; Yan Lin; Wei Chen; Weiwen Tang; Haochen Lv; Rongzhi Zhou; Junliang Lin; Youfang Lin; Huaiyu Wan

UVTM: Universal Vehicle Trajectory Modeling With ST Feature Domain Generation UVTM: 通用车辆轨迹建模与时空特征域生成

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-08-01

PREAI

Yan Lin; Jilin Hu; Shengnan Guo; Bin Yang; Christian S. Jensen; Youfang Lin; Huaiyu Wan

Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

OAAI

Lin, Yan; Wan, Huaiyu; Guo, Shengnan; Hu, Jilin; Jensen, Christian S.; Lin, Youfang

Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation Diff-rntraj: 一种基于结构感知的路网约束轨迹生成扩散模型

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Wei, Tonglong; Lin, Youfang; Guo, Shengnan; Lin, Yan; Huang, Yiheng; Xiang, Chenyang; Bai, Yuqing; Wan, Huaiyu

A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects 即时交付中的服务路线和时间预测: 分类，进展和前景

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

OAAI

Wen, 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

Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Gong, Letian; Wan, Huaiyu; Guo, Shengnan; Li, Xiucheng; Lin, Yan; Zheng, Erwen; Wang, Tianyi; Zhou, Zeyu; Lin, Youfang

A multi-objective trajectory planning approach for vibration suppression of a series-parallel hybrid flexible welding manipulator 串并联混合柔性焊接机械臂振动抑制的多目标轨迹规划方法

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-11-01

PREAI

Ban, Caixia; Fu, Bing; Wei, Wei; Chen, Zhaotao; Guo, Shengnan; Deng, Nianchun; Yuan, Lili; Long, Yu

Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-11-01

OAAI

Wei, Tonglong; Lin, Youfang; Lin, Yan; Guo, Shengnan; Zhang, Lan; Wan, Huaiyu

Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecasting 用于提高交通预测准确性和可靠性的时空不确定性感知图网络

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

PREAI

Jin, Xiyuan; Wang, Jing; Guo, Shengnan; Wei, Tonglong; Zhao, Yiji; Lin, Youfang; Wan, Huaiyu

Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-01-01

PREAI

Wei, Tonglong; Lin, Youfang; Guo, Shengnan; Lin, Yan; Zhao, Yiji; Jin, Xiyuan; Wu, Zhihao; Wan, Huaiyu

Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2023-04-13

OAAI

Wen, Haomin; Lin, Youfang; Wu, Fan; Wan, Huaiyu; Sun, Zhongxiang; Cai, Tianyue; Liu, Hongyu; Guo, Shengnan; Zheng, Jianbin; Song, Chao; Wu, Lixia

Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-11-01

PREAI

Wan, Huaiyu; Lin, Yan; Guo, Shengnan; Lin, Youfang

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting 用于交通预测的时空图数据的学习动力学和异质性

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-11-01

291

PREAI

Guo, Shengnan; Lin, Youfang; Wan, Huaiyu; Li, Xiucheng; Cong, Gao

DeepRoute plus : Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-01-05

PREAI

Wen, Haomin; Lin, Youfang; Wan, Huaiyu; Guo, Shengnan; Wu, Fan; Wu, Lixia; Song, Chao; Xu, Yinghui

CTS-LSTM: LSTM-based neural networks for correlated time series prediction

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-03-01

PREAI

Wan, Huaiyu; Guo, Shengnan; Yin, Kang; Liang, Xiaohui; Lin, Youfang

Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2019-10-01

312

PREAI

Guo, Shengnan; Lin, Youfang; Li, Shijie; Chen, Zhaoming; Wan, Huaiyu

研究方向