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万

万怀宇 (Huaiyu Wan)

Beijing Jiaotong University

23H-index
125Paper Count
6.8KCitation Count
Published Papers 27
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
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errSave
Multi-faceted dynamic flexible job shop scheduling via heterogeneous graph transformer and deep reinforcement learning
errExpert Systems with Applications
IF7.5
err2025-11-30
err0
PREAI
errGuang Liu; Mengqi Liao; Wei Chen; Zhiyu Zhang; Huaiyu Wan; Youfang Lin
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errSave
Dual-view temporal knowledge graph reasoning
errKnowledge-Based Systems
IF7.6
err2025-08-29
err0
PREAI
errWei Chen; Yuting Wu; Shengnan Guo; Shuhan Wu; Zhishu Jiang; Youfang Lin; Huaiyu Wan
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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
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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
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
PVII: A pedestrian-vehicle interactive and iterative prediction framework for pedestrian's trajectory
errAPPLIED INTELLIGENCE
IF3.5
err2024-07-29
err1
PREAI
errShen, Qianwen; Huang, Shien; Sun, Baixi; Chen, Xinyu; Tao, Dingwen; Wan, Huaiyu; Bao, Ergude
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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
Modeling Spatial–Temporal Constraints and Spatial-Transfer Patterns for Couriers’ Package Pick-up Route Prediction
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-12-01
err2
PREAI
errWen, Haomin; Lin, Youfang; Hu, Yuxuan; Wu, Fan; Xia, Mingxuan; Zhang, Xinyi; Wu, Lixia; Hu, Haoyuan; Wan, Huaiyu
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errSave
Adversarial self-attentive time-variant neural networks for multi-step time series forecasting
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-11-01
err6
PREAI
errGao, Changxia; Zhang, Ning; Li, Youru; Lin, Yan; Wan, Huaiyu
errShare
errSave
Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting
errAPPLIED INTELLIGENCE
IF3.5
err2023-10-20
err5
PREAI
errGao, Changxia; Zhang, Ning; Li, Youru; Lin, Yan; Wan, Huaiyu
errShare
errSave
Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-08-01
err18
PREAI
errZhao, Yiji; Lin, Youfang; Wen, Haomin; Wei, Tonglong; Jin, Xiyuan; 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
Exploiting global context and external knowledge for distantly supervised relation extraction
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-02-01
err1
PREAI
errGao, Jianwei; Wan, Huaiyu; Lin, Youfang
errShare
errSave
Building and exploiting spatial-temporal knowledge graph for next POI recommendation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-12-01
err27
PREAI
errChen, Wei; Wan, Huaiyu; Guo, Shengnan; Huang, Haoyu; Zheng, Shaojie; Li, Jiamu; Lin, Shuohao; Lin, Youfang
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

Research Directions

数据与知识工程人工智能及应用计算机技术软件工程人工智能技术诉讼财产保全智能评估及预警技术高速公路大数据实验分析设备可靠性试验数据管理技术新能源汽车动力电池大数据分析融合位置嵌入表示与注意力机制的乘客未来出行路径预测民航旅客社交网络中的用户偏好模型及价值预测算法全国公路阻断数据加工与分析CSDN社交网络构建及用户技能与兴趣挖掘事件对民航需求的影响及预测模型
Co-authors
Cooperation Journals
J
Jieping Ye
H-index: 103 · Papers: 693
C
Christian S. Jensen
H-index: 87 · Papers: 1.0K
S
Shirui Pan
H-index: 69 · Papers: 557
G
Gao Cong
H-index: 69 · Papers: 414
陈
陈伟 (Wei Chen)
H-index: 63 · Papers: 935
View more