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Huaiyu Wan

Observed names: Huai-Yu Wan, Huaiyu WAN, Wan Huaiyu, Wan, Huaiyu
ORCID: 0000-0002-0501-9363
Observed ORCID: 0000-0002-0501-9363
OpenAlex ID: A5065949777
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting
2019 · Shengnan Guo, Youfang Lin, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3,139
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Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
2020 · Chao Song, Youfang Lin, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1,682
Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting
2021 · Shengnan Guo, Youfang Lin, et al. · IEEE Transactions on Knowledge and Data Engineering · 776
Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting
2019 · Shengnan Guo, Youfang Lin, et al. · IEEE Transactions on Intelligent Transportation Systems · 459
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models
2023 · Haomin Wen, Youfang Lin, et al. · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 130
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Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction
2021 · Yan Lin, Huaiyu Wan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 129
Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks
2012 · Zhi-Hao Wu, You-Fang Lin, et al. · Journal of Computer Science and Technology · 126
CTS-LSTM: LSTM-based neural networks for correlatedtime series prediction
2019 · Huaiyu Wan, Shengnan Guo, et al. · Knowledge-Based Systems · 113
GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting
2021 · Beibei Wang, Youfang Lin, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 108
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Building and exploiting spatial–temporal knowledge graph for next POI recommendation
2022 · Wei Chen, Huaiyu Wan, et al. · Knowledge-Based Systems · 83
AMiner: Search and Mining of Academic Social Networks
2019 · Huaiyu Wan, Yutao Zhang, et al. · Data Intelligence · 81
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Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting
2022 · Yiji Zhao, Youfang Lin, et al. · IEEE Transactions on Intelligent Transportation Systems · 76
Spatio-Temporal Recurrent Convolutional Networks for Citywide Short-term Crowd Flows Prediction
2018 · Wenwei Jin, Youfang Lin, et al. · International Conference on Compute and Data Analysis (ICCDA) · 75
Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting
2023 · Shengnan Guo, Youfang Lin, et al. · IEEE International Conference on Data Engineering (ICDE) · 50
Local-Global History-Aware Contrastive Learning for Temporal Knowledge Graph Reasoning
2024 · Wei Chen, Huaiyu Wan, et al. · IEEE International Conference on Data Engineering (ICDE) · 48
Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction
2022 · Haomin Wen, Youfang Lin, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 45
Package Pick-up Route Prediction via Modeling Couriers’ Spatial-Temporal Behaviors
2021 · Haomin Wen, Youfang Lin, et al. · IEEE International Conference on Data Engineering (ICDE) · 42
Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks
2015 · Huaiyu Wan, Marie-Francine Moens, et al. · Journal of the American Medical Informatics Association · 42
Self-attention-based time-variant neural networks for multi-step time series forecasting
2022 · Changxia Gao, Ning Zhang, et al. · Neural Computing and Applications · 40
Predicting top-Lmissing links with node and link clustering information in large-scale networks
2016 · Zhihao Wu, Youfang Lin, et al. · Journal of Statistical Mechanics Theory and Experiment · 38
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Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation
2024 · Tonglong Wei, Youfang Lin, et al. · IEEE Transactions on Knowledge and Data Engineering · 36
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Next-POI Recommendation via Spatial-Temporal Knowledge Graph Contrastive Learning and Trajectory Prompt
2025 · Wei Chen, Haoyu Huang, et al. · IEEE Transactions on Knowledge and Data Engineering · 34
Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories
2021 · Huaiyu Wan, Yan Lin, et al. · IEEE Transactions on Knowledge and Data Engineering · 33
High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning
2019 · Xi Cao, Huaiyu Wan, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 32
Efficient overlapping community detection in huge real-world networks
2011 · Zhihao Wu, Youfang Lin, et al. · Physica A Statistical Mechanics and its Applications · 31
Works count: 121
Citation count: 8,103
H-index: 27
I10-index: 52
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