Huaiyu Wan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 65

Top Topics

Temporal Knowledge

Traditional Chinese Medicine

Semantic Aspects

Diffusion Models

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Shuohao Lin, Wei Chen, Yunpeng Gao, Zhishu Jiang, Mengqi Liao, Zhiyu Zhang, Shuyuan Zhao, Huaiyu Wan
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media. LREC/COLING (2024)
Tonglong Wei, Youfang Lin, Yan Lin, Shengnan Guo, Lan Zhang, Huaiyu Wan
Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery. CoRR (2024)
Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan
LaDe: The First Comprehensive Last-mile Express Dataset from Industry. KDD (2024)
Wei Chen, Huaiyu Wan, Yuting Wu, Shuyuan Zhao, Jiayaqi Cheng, Yuxin Li, Youfang Lin
Local-Global History-Aware Contrastive Learning for Temporal Knowledge Graph Reasoning. ICDE (2024)
Letian Gong, Huaiyu Wan, Shengnan Guo, Xiucheng Li, Yan Lin, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning. CoRR (2024)
Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Youfang Lin, Huaiyu Wan
STD-LLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with LLMs. CoRR (2024)
Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models. CoRR (2024)
Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiheng Huang, Chenyang Xiang, Yuqing Bai, Menglu Ya, Huaiyu Wan
Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation. CoRR (2024)
Yan Lin, Zeyu Zhou, Yicheng Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings. CoRR (2024)
Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiji Zhao, Xiyuan Jin, Zhihao Wu, Huaiyu Wan
Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging. Knowl. Based Syst. 284 (2024)
Haomin Wen, Zhenjie Wei, Yan Lin, Jiyuan Wang, Yuxuan Liang, Huaiyu Wan
OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models. CoRR (2024)
Qianwen Shen, Shien Huang, Baixi Sun, Xinyu Chen, Dingwen Tao, Huaiyu Wan, Ergude Bao
PVII: A pedestrian-vehicle interactive and iterative prediction framework for pedestrian's trajectory. Appl. Intell. 54 (20) (2024)
Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan
GenSTL: General Sparse Trajectory Learning via Auto-regressive Generation of Feature Domains. CoRR (2024)
Xiyuan Jin, Jing Wang, Shengnan Guo, Tonglong Wei, Yiji Zhao, Youfang Lin, Huaiyu Wan
Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin. Expert Syst. Appl. 238 (Part E) (2024)
Jianwei Gao, Huaiyu Wan, Youfang Lin
Exploiting global context and external knowledge for distantly supervised relation extraction. Knowl. Based Syst. 261 (2023)
Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen
Origin-Destination Travel Time Oracle for Map-based Services. Proc. ACM Manag. Data 1 (3) (2023)
Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. SIGSPATIAL/GIS (2023)
Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan
Adversarial self-attentive time-variant neural networks for multi-step time series forecasting. Expert Syst. Appl. 231 (2023)
Yuting Qiang, Haomin Wen, Lixia Wu, Xiaowei Mao, Fan Wu, Huaiyu Wan, Haoyuan Hu
Modeling Intra- and Inter-community Information for Route and Time Prediction in Last-mile Delivery. ICDE (2023)
Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen
Origin-Destination Travel Time Oracle for Map-based Services. CoRR (2023)
Haomin Wen, Youfang Lin, Lixia Wu, Xiaowei Mao, Tianyue Cai, Yunfeng Hou, Shengnan Guo, Yuxuan Liang, Guangyin Jin, Yiji Zhao, Roger Zimmermann, Jieping Ye, Huaiyu Wan
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects. CoRR (2023)
Yuxin Jia, Youfang Lin, Xinyan Hao, Yan Lin, Shengnan Guo, Huaiyu Wan
WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting. NeurIPS (2023)
Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan
Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting. Appl. Intell. 53 (23) (2023)
Tianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin
G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction. ICDE (2023)
Wei Chen, Huaiyu Wan, Yuting Wu, Shuyuan Zhao, Jiayaqi Cheng, Yuxin Li, Youfang Lin
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning. CoRR (2023)
Yiji Zhao, Youfang Lin, Haomin Wen, Tonglong Wei, Xiyuan Jin, Huaiyu Wan
Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting. IEEE Trans. Intell. Transp. Syst. 24 (8) (2023)
Haomin Wen, Youfang Lin, Yuxuan Hu, Fan Wu, Mingxuan Xia, Xinyi Zhang, Lixia Wu, Haoyuan Hu, Huaiyu Wan
Modeling Spatial-Temporal Constraints and Spatial-Transfer Patterns for Couriers' Package Pick-up Route Prediction. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Xiaowei Mao, Haomin Wen, Hengrui Zhang, Huaiyu Wan, Lixia Wu, Jianbin Zheng, Haoyuan Hu, Youfang Lin
DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. CoRR (2023)
Shengnan Guo, Youfang Lin, Letian Gong, Chenyu Wang, Zeyu Zhou, Zekai Shen, Yiheng Huang, Huaiyu Wan
Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting. ICDE (2023)
Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan
LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry. CoRR (2023)
Shuhan Wu, Huaiyu Wan, Wei Chen, Yuting Wu, Junfeng Shen, Youfang Lin
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction. EMNLP (Findings) (2023)
Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Zhongxiang Sun, Tianyue Cai, Hongyu Liu, Shengnan Guo, Jianbin Zheng, Chao Song, Lixia Wu
Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors. ACM Trans. Intell. Syst. Technol. 14 (3) (2023)
Xiaowei Mao, Huaiyu Wan, Haomin Wen, Fan Wu, Jianbin Zheng, Yuting Qiang, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin
GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution. AAAI (2023)
Shuhan Wu, Huaiyu Wan, Wei Chen, Yuting Wu, Junfeng Shen, Youfang Lin
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction. CoRR (2023)
Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Roger Zimmermann, Yuxuan Liang
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. CoRR (2023)
Wenchuang Peng, Youfang Lin, Shengnan Guo, Weiwen Tang, Le Liu, Huaiyu Wan
Generative-Contrastive-Attentive Spatial-Temporal Network for Traffic Data Imputation. PAKDD (4) (2023)
Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning. AAAI (2023)
Xiaowei Mao, Haomin Wen, Hengrui Zhang, Huaiyu Wan, Lixia Wu, Jianbin Zheng, Haoyuan Hu, Youfang Lin
DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. KDD (2023)
Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin
Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings. CoRR (2022)
Shengnan Guo, Youfang Lin, Huaiyu Wan, Xiucheng Li, Gao Cong
Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Changxia Gao, Ning Zhang, Youru Li, Feng Bian, Huaiyu Wan
Self-attention-based time-variant neural networks for multi-step time series forecasting. Neural Comput. Appl. 34 (11) (2022)
Wei Chen, Huaiyu Wan, Shengnan Guo, Haoyu Huang, Shaojie Zheng, Jiamu Li, Shuohao Lin, Youfang Lin
Building and exploiting spatial-temporal knowledge graph for next POI recommendation. Knowl. Based Syst. 258 (2022)
Haomin Wen, Youfang Lin, Xiaowei Mao, Fan Wu, Yiji Zhao, Haochen Wang, Jianbin Zheng, Lixia Wu, Haoyuan Hu, Huaiyu Wan
Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction. KDD (2022)
Haomin Wen, Youfang Lin, Huaiyu Wan, Shengnan Guo, Fan Wu, Lixia Wu, Chao Song, Yinghui Xu
DeepRoute+: Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Huaiyu Wan, Yan Lin, Shengnan Guo, Youfang Lin
Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Yiji Zhao, Youfang Lin, Yongkai Zhang, Haomin Wen, Yunxiao Liu, Hao Wu, Zhihao Wu, Shuaichao Zhang, Huaiyu Wan
Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction. AAAI (2021)
Beibei Wang, Youfang Lin, Shengnan Guo, Huaiyu Wan
GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting. AAAI (2021)
Xiaowei Mao, Tianyue Cai, Wenchuang Peng, Huaiyu Wan
Estimated Time of Arrival Prediction via Modeling the Spatial-Temporal Interactions between Links and Crosses. SIGSPATIAL/GIS (2021)
Shaohua Du, Zhihao Wu, Huaiyu Wan, Youfang Lin
HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code Classification. PAKDD (2) (2021)
Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu
Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. ICDE (2021)
Qian Guo, Wei Chen, Huaiyu Wan
AOL4PS: A Large-scale Data Set for Personalized Search. Data Intell. 3 (4) (2021)
Yongqiang Zhao, Shirui Pan, Jia Wu, Huaiyu Wan, Huizhi Liang, Haishuai Wang, Huawei Shen
IEEE Access Special Section Editorial: Advanced Data Mining Methods for Social Computing. IEEE Access 8 (2020)
Chao Song, Youfang Lin, Shengnan Guo, Huaiyu Wan
Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting. AAAI (2020)
Huaiyu Wan, Shengnan Guo, Kang Yin, Xiaohui Liang, Youfang Lin
CTS-LSTM: LSTM-based neural networks for correlatedtime series prediction. Knowl. Based Syst. 191 (2020)
Huaiyu Wan, Yutao Zhang, Jing Zhang, Jie Tang
AMiner: Search and Mining of Academic Social Networks. Data Intell. 1 (1) (2019)
Yi Zhao, Huaiyu Wan, Jianwei Gao, Youfang Lin
Improving Relation Classification by Entity Pair Graph. ACML (2019)
Shengnan Guo, Youfang Lin, Shijie Li, Zhaoming Chen, Huaiyu Wan
Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Xi Cao, Huaiyu Wan, Youfang Lin, Sheng Han
High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning. ICTAI (2019)
Yuze Ji, Youfang Lin, Jianwei Gao, Huaiyu Wan
Exploiting the Entity Type Sequence to Benefit Event Detection. CoNLL (2019)
Shengnan Guo, Youfang Lin, Ning Feng, Chao Song, Huaiyu Wan
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. AAAI (2019)
Shengnan Guo, Youfang Lin, Wenwei Jin, Huaiyu Wan
基于时空循环卷积网络的城市区域人口流量预测 (Citywide Crowd Flows Prediction Based on Spatio-Temporal Recurrent Convolutional Networks). 计算机科学 46 (6A) (2019)
Huaiyu Wan, Fuchen Li, Shengnan Guo, Zhong Cao, Youfang Lin
Learning Time-Aware Distributed Representations of Locations from Spatio-Temporal Trajectories. DASFAA (3) (2019)
Wenwei Jin, Youfang Lin, Zhihao Wu, Huaiyu Wan
Spatio-Temporal Recurrent Convolutional Networks for Citywide Short-term Crowd Flows Prediction. ICCDA (2018)
Huaiyu Wan, Marie-Francine Moens, Walter Luyten, Xuezhong Zhou, Qiaozhu Mei, Lu Liu, Jie Tang
Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks. J. Am. Medical Informatics Assoc. 23 (2) (2016)
Youfang Lin, Huaiyu Wan, Rui Jiang, Zhihao Wu, Xuguang Jia
Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Huaiyu Wan, Zhi-Wei Wang, You-Fang Lin, Xuguang Jia, Yuan-Wei Zhou
Discovering Family Groups in Passenger Social Networks. J. Comput. Sci. Technol. 30 (5) (2015)
Youfang Lin, Xuguang Jia, Mingjie Lin, Steve Gregory, Huaiyu Wan, Zhihao Wu
Inferring High Quality Co-Travel Networks CoRR (2013)
Zhihao Wu, You-Fang Lin, Steve Gregory, Huaiyu Wan, Sheng-Feng Tian
Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks. J. Comput. Sci. Technol. 27 (3) (2012)
Huaiyu Wan, You-Fang Lin, Zhihao Wu, Houkuan Huang
Discovering Typed Communities in Mobile Social Networks. J. Comput. Sci. Technol. 27 (3) (2012)
Huaiyu Wan, Youfang Lin, Caiyan Jia, Houkuan Huang
Community-Based Relational Markov Networks in Complex Networks. RSKT (2011)
Huaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang
A Community-Based Pseudolikelihood Approach for Relationship Labeling in Social Networks. ECML/PKDD (3) (2011)
Zhihao Wu, Youfang Lin, Huaiyu Wan, Shengfeng Tian
A fast and reasonable method for community detection with adjustable extent of overlapping. ISKE (2010)