Youfang Lin

发表

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

Fan Wu, Lixia Wu, Yinghui Xu, 2022, ACM Trans. Intell. Syst. Technol..

Refined generalized multiscale entropy analysis for physiological signals

Jing Wang, Pengjian Shang, Youfang Lin, 2018 .

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

Jing Wang, Xiaojun Ning, Youfang Lin, 2020, IJCAI.

Integrating User-Group relationships under interest similarity constraints for social recommendation

Junchang Wang, Youfang Lin, Yujin Chen, 2022, Knowl. Based Syst..

Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction

Fan Wu, Lixia Wu, Haomin Wen, 2022, KDD.

Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows

Haomin Wen, Youfang Lin, Huaiyu Wan, 2022, IEEE Transactions on Intelligent Transportation Systems.

Enhanced Evolutionary Automated Program Repair by Finer-Granularity Ingredients and Better Search Algorithms

Youfang Lin, Dalin Zhang, Bo Wang, 2022, Internetware.

Expert Knowledge Inspired Contrastive Learning for Sleep Staging

Youfang Lin, Jing Wang, Hongjun Zhang, 2022, 2022 International Joint Conference on Neural Networks (IJCNN).

Discovering Typed Communities in Mobile Social Networks

Houkuan Huang, Youfang Lin, Huaiyu Wan, 2012, Journal of Computer Science and Technology.

Building and exploiting spatial-temporal knowledge graph for next POI recommendation

Youfang Lin, Huaiyu Wan, S. Guo, 2022, Knowl. Based Syst..

Cross-Domain WiFi Sensing with Channel State Information: A Survey

Gang Zhou, Youfang Lin, Chen Chen, 2022, ACM Computing Surveys.

Multiscale Wavelet Graph AutoEncoder for Multivariate Time-Series Anomaly Detection

Youfang Lin, Jing Wang, Yunfei Bai, 2023, IEEE Transactions on Instrumentation and Measurement.

Discovering Family Groups in Passenger Social Networks

Youfang Lin, Huaiyu Wan, Zhi-Wei Wang, 2015, Journal of Computational Science and Technology.

Inferring High Quality Co-Travel Networks pdf

Mingjie Lin, Huaiyu Wan, Xuguang Jia, 2013, ArXiv.

Efficient overlapping community detection in huge real-world networks

Huaiyu Wan, Shengfeng Tian, Zhihao Wu, 2012, Physica A: Statistical Mechanics and its Applications.

Community-Based Relational Markov Networks in Complex Networks

Houkuan Huang, Caiyan Jia, Huaiyu Wan, 2011, RSKT.

A Community-Based Pseudolikelihood Approach for Relationship Labeling in Social Networks

Houkuan Huang, Huaiyu Wan, Zhihao Wu, 2011, ECML/PKDD.

Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks

Youfang Lin, Huaiyu Wan, Zhihao Wu, 2012, Journal of Computational Science and Technology.

Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers

Rui Jiang, Huaiyu Wan, Xuguang Jia, 2015, IEEE Transactions on Intelligent Transportation Systems.

Improving local clustering based top-L link prediction methods via asymmetrical link clustering information pdf

Yiji Zhao, Hongyan Yan, Zhihao Wu, 2017, ArXiv.

Predicting top-L missing links with node and link clustering information in large-scale networks

Huaiyu Wan, Zhihao Wu, Youfang Lin, 2016 .

Link prediction with node clustering coefficient

Jing Wang, Zhihao Wu, Youfang Lin, 2015, 1510.07819.

A New Exhaustive Method and Strategy for Finding Motifs in ChIP-Enriched Regions

Caiyan Jia, Matthew B. Carson, Hui Lu, 2014, PloS one.

Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble

Jing Wang, Fang Wang, Menggang Li, 2021, Entropy.

Refined nonuniform embedding for coupling detection in multivariate time series.

Youfang Lin, Jing Wang, Yunxiao Liu, 2020, Physical review. E.

A Time-aware Multi-task Learning Model for Customer Value Prediction in Civil Aviation

Youfang Lin, Zhihao Wu, Yiji Zhao, 2019, Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering.

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

Gao Cong, Huaiyu Wan, Youfang Lin, 2021, IEEE Transactions on Knowledge and Data Engineering.

Representation based on ordinal patterns for seizure detection in EEG signals

Youfang Lin, Yan Ma, Yunxiao Liu, 2020, Comput. Biol. Medicine.

A RR interval based automated apnea detection approach using residual network

Lei Wang, Youfang Lin, Jing Wang, 2019, Comput. Methods Programs Biomed..

Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

Xiaojun Ning, Li-wei H. Lehman, Ziyu Jia, 2021, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition

Ziyu Jia, Jing Wang, Youfang Lin, 2021, ACM Multimedia.

SleepPrintNet: A Multivariate Multimodal Neural Network Based on Physiological Time-Series for Automatic Sleep Staging

Youfang Lin, Jing Wang, Ziyu Jia, 2020, IEEE Transactions on Artificial Intelligence.

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition

Jing Wang, Ziyu Jia, Youfang Lin, 2020, ACM Multimedia.

Detecting Causality in Multivariate Time Series via Non-Uniform Embedding

Jing Wang, Yan Ma, Youfang Lin, 2019, Entropy.

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Ning Feng, Huaiyu Wan, Chao Song, 2019, AAAI.

A fast and reasonable method for community detection with adjustable extent of overlapping

Huaiyu Wan, Shengfeng Tian, Zhihao Wu, 2010, 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering.

Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

Youfang Lin, Chao Song, Shengnan Guo, 2020, AAAI.

Cross-Domain WiFi Sensing with Channel State Information: A Survey

Gang Zhou, Youfang Lin, Chen Chen, 2022, ACM Comput. Surv..

Passenger Travel behavior Model in Railway Network Simulation

Xuguang, P. Druschel, K. Gummadi, 2017 .

Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction

Huaiyu Wan, Youfang Lin, Yan Lin, 2021, AAAI.

Agent-Centric Relation Graph for Object Visual Navigation pdf

Youfang Lin, Xiaobo Sharon Hu, Zhihao Wu, 2021, ArXiv.

Occlusion-aware Bi-directional Guided Network for Light Field Salient Object Detection

Runmin Cong, Youfang Lin, Shuo Zhang, 2021, ACM Multimedia.

Flexible Hybrid Lenses Light Field Super-Resolution using Layered Refinement

Youfang Lin, Shuo Zhang, Song Chang, 2022, Proceedings of the 30th ACM International Conference on Multimedia.

Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure

Youfang Lin, Yang Chen, Shuo Zhang, 2022, IEEE Transactions on Computational Imaging.

End-to-End Light Field Spatial Super-Resolution Network Using Multiple Epipolar Geometry

Youfang Lin, Shuo Zhang, Song Chang, 2021, IEEE Transactions on Image Processing.

Attention-based Multi-Level Fusion Network for Light Field Depth Estimation

Youfang Lin, Jiaxin Chen, Shuo Zhang, 2021, AAAI.

Residual Networks for Light Field Image Super-Resolution

Hao Sheng, Youfang Lin, Shuo Zhang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction

Youfang Lin, Shuo Zhang, Zeqi Shen, 2021, IEEE Transactions on Computational Imaging.

Removing Foreground Occlusions in Light Field using Micro-lens Dynamic Filter

Youfang Lin, Shuo Zhang, Zeqi Shen, 2021, IJCAI.

Enhanced Spinning Parallelogram Operator Combining Color Constraint and Histogram Integration for Robust Light Field Depth Estimation

Youfang Lin, Shuo Zhang, Weikun Wang, 2021, IEEE Signal Processing Letters.

Multi-Dimension Fusion Network for Light Field Spatial Super-Resolution using Dynamic Filters pdf

Shuo Zhang, Youfang Lin, Qingyan Sun, 2020, ArXiv.

Multi-Stream Progressive Restoration for Low-Light Light Field Enhancement and Denoising

Youfang Lin, Shuo Zhang, Xianglang Wang, 2023, IEEE Transactions on Computational Imaging.

SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging pdf

Jing Wang, Hongjun Zhang, Qinfeng Xiao, 2021, ArXiv.

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

Shijie Li, Youfang Lin, Shengnan Guo, 2019, IEEE Transactions on Intelligent Transportation Systems.

Self-adaptive perturbation and multi-neighborhood search for iterated local search on the permutation flow shop problem

Ping Chen, Maciek Nowak, Xingye Dong, 2015, Comput. Ind. Eng..

A self-adaptive iterated local search algorithm on the permutation flow shop scheduling problem

Ping Chen, Maciek Nowak, Xingye Dong, 2014, 2014 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO).

Discovering Typed Communities in Mobile Social Networks

Houkuan Huang, Huaiyu Wan, Zhihao Wu, 2012, Journal of Computer Science and Technology.

MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification

Youfang Lin, Jing Wang, Kaixin Yang, 2020, ECML/PKDD.

CoSleep: A Multi-View Representation Learning Framework for Self-Supervised Learning of Sleep Stage Classification

Youfang Lin, Jing Wang, Jianan Ye, 2022, IEEE Signal Processing Letters.

CTS-LSTM: LSTM-based neural networks for correlatedtime series prediction

Xiaohui Liang, Huaiyu Wan, Kang Yin, 2020, Knowl. Based Syst..

Spatio-Temporal Recurrent Convolutional Networks for Citywide Short-term Crowd Flows Prediction

Huaiyu Wan, Zhihao Wu, Youfang Lin, 2018, ICCDA.

Efficient Link Prediction with Node Clustering Coefficient pdf

Jing Wang, Zhihao Wu, Youfang Lin, 2015, ArXiv.

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Youfang Lin, Ziyu Jia, Jing Wang, 2021, IJCAI.

A Prediction-Augmented AutoEncoder for Multivariate Time Series Anomaly Detection

Yunxiao Liu, Jing Wang, Youfang Lin, 2021, ICONIP.

Time-Frequency Convolutional Neural Network for Automatic Sleep Stage Classification Based on Single-Channel EEG

Jing Wang, Yan Ma, Youfang Lin, 2017, 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI).

GHQ: Grouped Hybrid Q Learning for Heterogeneous Cooperative Multi-agent Reinforcement Learning

Youfang Lin, K. Lv, Xiaoyang Yu, 2023, ArXiv.

Learning Space-Time-Frequency Representation with Two-Stream Attention Based 3D Network for Motor Imagery Classification

Youfang Lin, Jing Wang, Ziyu Jia, 2020, 2020 IEEE International Conference on Data Mining (ICDM).

View Adaptive Light Field Deblurring Networks with Depth Perception

Youfang Lin, Xu Dong, Shuo Zhang, 2023, arXiv.org.

Light Field Raindrop Removal via 4D Re-sampling

Youfang Lin, Shuo Zhang, Dong Jing, 2022, arXiv.org.

Youfang Lin, Yan Ma, Yunxiao Liu, 2021, Physica A: Statistical Mechanics and its Applications.

Cooperative Edge Caching: A Multi-Agent Deep Learning Based Approach

Wei Quan, Bohao Feng, Youfang Lin, 2020, IEEE Access.

GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting

Huaiyu Wan, Youfang Lin, Beibei Wang, 2021, AAAI.

Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting

Haomin Wen, Youfang Lin, Huaiyu Wan, 2023, IEEE Transactions on Intelligent Transportation Systems.

A Bayesian Graph Neural Network for EEG Classification — A Win-Win on Performance and Interpretability

Junchang Wang, Youfang Lin, Xiaojun Ning, 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE).

Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings

Youfang Lin, Huaiyu Wan, S. Guo, 2022, ArXiv.

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

Huaiyu Wan, Shengnan Guo, Youfang Lin, 2021, IEEE Transactions on Knowledge and Data Engineering.

Label Distribution Learning by Mining Local Label Correlations in Self-regulating Clusters Independent of Sample Distance

Yiji Zhao, Yizhen Jing, Youfang Lin, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Origin-Destination Travel Time Oracle for Map-based Services

Christian S. Jensen, B. Yang, Youfang Lin, 2023, Proc. ACM Manag. Data.

Package Pick-up Route Prediction via Modeling Couriers’ Spatial-Temporal Behaviors

Fan Wu, Lixia Wu, Yinghui Xu, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code Classification

Huaiyu Wan, Youfang Lin, Zhihao Wu, 2021, PAKDD.

Spatial-Angular Multi-Scale Mechanism for Light Field Spatial Super-Resolution

Youfang Lin, Chen Gao, Shuo Zhang, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models

Roger Zimmermann, Haomin Wen, Youfang Lin, 2023, ArXiv.

A parameter free similarity index based on clustering ability for link prediction in complex networks pdf

Yao Zhao, Zhihao Wu, Youfang Lin, 2015, ArXiv.

Improving local clustering based top-L link prediction methods via asymmetrical link clustering information

Yiji Zhao, Zhihao Wu, Youfang Lin, 2017, ArXiv.

Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection

Youfang Lin, Shuo Zhang, Zeqi Shen, 2023, IEEE Transactions on Computational Imaging.

Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting

Youfang Lin, Huaiyu Wan, S. Guo, 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE).

Lexicographic Actor-Critic Deep Reinforcement Learning for Urban Autonomous Driving

Youfang Lin, Hengrui Zhang, Kai Lv, 2023, IEEE Transactions on Vehicular Technology.

Identity-Guided Spatial Attention for Vehicle Re-Identification

Youfang Lin, Kai Lv, Sheng Han, 2023, Sensors.

Agent-Centric Relation Graph for Object Visual Navigation

Youfang Lin, Zhihao Wu, Shuo Wang, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Skill-Based Hierarchical Reinforcement Learning for Target Visual Navigation

Youfang Lin, K. Lv, Zhihao Wu, 2023, IEEE Transactions on Multimedia.

Models for aircraft maintenance routing problem with consideration of remaining time and robustness

Youfang Lin, Xingye Dong, Ru-yu Cui, 2019, Comput. Ind. Eng..

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction

Lixia Wu, Haomin Wen, Youfang Lin, 2023, KDD.

LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry

Y. Liang, Roger Zimmermann, Lixia Wu, 2023, ArXiv.

A homologous and heterogeneous multi-view inter-patient adaptive network for arrhythmia detection.

Youfang Lin, Jing Wang, Zhaoyang Ma, 2023, Computer methods and programs in biomedicine.

Multi-View Consistency Contrastive Learning With Hard Positives for Sleep Signals

Junchang Wang, Youfang Lin, Xiaojun Ning, 2023, IEEE Signal Processing Letters.

Iterated Local Search Algorithms for the Sequence-Dependent Setup Times Flow Shop Scheduling Problem Minimizing Makespan

Yanqi Wang, Ping Chen, Xingye Dong, 2014 .

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models

Roger Zimmermann, Haomin Wen, Youfang Lin, 2023, SIGSPATIAL/GIS.

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

Youfang Lin, Huaiyu Wan, S. Guo, 2022, IEEE Transactions on Knowledge and Data Engineering.

Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network

Youfang Lin, Jing Wang, Ziyu Jia, 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks

Huaiyu Wan, Zhihao Wu, Steve Gregory, 2012, Journal of Computer Science and Technology.

Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction

Fan Wu, Lixia Wu, Haomin Wen, 2022, KDD.

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

Fan Wu, Lixia Wu, Haomin Wen, 2023, ACM Trans. Intell. Syst. Technol..

M2G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction

Fan Wu, Lixia Wu, Haomin Wen, 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE).

Exploiting global context and external knowledge for distantly supervised relation extraction

Youfang Lin, Huaiyu Wan, Jianwei Gao, 2022, Knowl. Based Syst..

Discovering Family Groups in Passenger Social Networks

Huaiyu Wan, Xuguang Jia, You-Fang Lin, 2015, Journal of Computer Science and Technology.