A New Incremental Maintenance Algorithm of Data Cube. - Hongsong Li; Houkuan Huang; Youfang Lin (RSFDGrC, 2003)

A Distributed Multidimensional Data Model of Data Warehouse. - Youfang Lin; Houkuan Huang; Hongsong Li (RSFDGrC, 2003)

DSD: Maintain Data Cubes More Efficiently. - Hongsong Li; Houkuan Huang; Youfang Lin (Fundam. Informaticae, 2004)

Discover hierarchical lexical hyponymy relation from large-scale concept set. - Jiayu Zhou; Youfang Lin; Shi Wang 002; Cungen Cao 001 (IEEE ICCI, 2008)

Visualization of Large-Scale Weighted Clustered Graph: A Genetic Approach. - Jiayu Zhou; Youfang Lin; Xi Wang (AAAI, 2008)

A fast and reasonable method for community detection with adjustable extent of overlapping. - Zhihao Wu 001; Youfang Lin; Huaiyu Wan; Shengfeng Tian (ISKE, 2010)

System Description of BJTU-NLP SMT for NTCIR-9 PatentMT. - Junjie Jiang; Jinan Xu; Youfang Lin; Yujie Zhang (NTCIR, 2011)

A Community-Based Pseudolikelihood Approach for Relationship Labeling in Social Networks. - Huaiyu Wan; Youfang Lin; Zhihao Wu 001; Houkuan Huang (ECML/PKDD (3), 2011)

Community-Based Relational Markov Networks in Complex Networks. - Huaiyu Wan; Youfang Lin; Caiyan Jia; Houkuan Huang (RSKT, 2011)

Discovering Typed Communities in Mobile Social Networks. - Huaiyu Wan; You-Fang Lin; Zhi-Hao Wu 001; Houkuan Huang (J. Comput. Sci. Technol., 2012)

Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks. - Zhi-Hao Wu 001; You-Fang Lin; Steve Gregory; Huaiyu Wan; Sheng-Feng Tian (J. Comput. Sci. Technol., 2012)

Inferring High Quality Co-Travel Networks - Youfang Lin; Xuguang Jia; Mingjie Lin; Steve Gregory; Huaiyu Wan; Zhihao Wu 001 (CoRR, 2013)

An efficient approach to mobile robot motion planning in dynamically unknown environments. - Youfang Lin; Shen Li; Sujie Liu; Yuchang Chen (ICARCV, 2014)

A Self-adaptive Iterated Local Search Algorithm on the Permutation Flow Shop Scheduling Problem. - Xingye Dong; Maciek Nowak; Ping Chen; Youfang Lin (ICINCO (1), 2014)

Self-adaptive perturbation and multi-neighborhood search for iterated local search on the permutation flow shop problem. - Xingye Dong; Maciek Nowak; Ping Chen; Youfang Lin (Comput. Ind. Eng., 2015)

Efficient Link Prediction with Node Clustering Coefficient. - Zhihao Wu 001; Youfang Lin; Jing Wang 060; Steve Gregory (CoRR, 2015)

A parameter free similarity index based on clustering ability for link prediction in complex networks. - Zhihao Wu 001; Youfang Lin; Yao Zhao (CoRR, 2015)

Discovering Family Groups in Passenger Social Networks. - Huaiyu Wan; Zhi-Wei Wang; You-Fang Lin; Xuguang Jia; Yuan-Wei Zhou (J. Comput. Sci. Technol., 2015)

Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers. - Youfang Lin; Huaiyu Wan; Rui Jiang; Zhihao Wu 001; Xuguang Jia (IEEE Trans. Intell. Transp. Syst., 2015)

An efficient approach of map-learning on service robot in complex office environment using laser radar. - Youfang Lin; Siqiao Wu; Xiangpeng Bai (ICARCV, 2016)

Time-Frequency Convolutional Neural Network for Automatic Sleep Stage Classification Based on Single-Channel EEG. - Liangjie Wei; Youfang Lin; Jing Wang 060; Yan Ma (ICTAI, 2017)

Neural Network Control Method for Mobile Robot Trajectory Tracking. - Pan Yang 009; Sheng Han 001; Youfang Lin (MIWAI, 2017)

Improving local clustering based top-L link prediction methods via asymmetrical link clustering information. - Zhihao Wu 001; Youfang Lin; Yiji Zhao; Hongyan Yan (CoRR, 2017)

Spatio-Temporal Recurrent Convolutional Networks for Citywide Short-term Crowd Flows Prediction. - Wenwei Jin; Youfang Lin; Zhihao Wu 001; Huaiyu Wan (ICCDA, 2018)

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. - Shengnan Guo 001; Youfang Lin; Ning Feng; Chao Song; Huaiyu Wan (AAAI, 2019)

Improving Relation Classification by Entity Pair Graph. - Yi Zhao; Huaiyu Wan; Jianwei Gao; Youfang Lin (ACML, 2019)

Exploiting the Entity Type Sequence to Benefit Event Detection. - Yuze Ji; Youfang Lin; Jianwei Gao; Huaiyu Wan (CoNLL, 2019)

Residual Networks for Light Field Image Super-Resolution. - Shuo Zhang 003; Youfang Lin; Hao Sheng 001 (CVPR, 2019)

Learning Time-Aware Distributed Representations of Locations from Spatio-Temporal Trajectories. - Huaiyu Wan; Fuchen Li; Shengnan Guo 001; Zhong Cao; Youfang Lin (DASFAA (3), 2019)

High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning. - Xi Cao; Huaiyu Wan; Youfang Lin; Sheng Han 001 (ICTAI, 2019)

Motion Coordination of Multiple Robots Based on Deep Reinforcement Learning. - Xiuzhao Hao; Zhihao Wu 001; Haiguang Zhou; Xiangpeng Bai; Youfang Lin; Sheng Han 001 (ICTAI, 2019)

Models for aircraft maintenance routing problem with consideration of remaining time and robustness. - Ruyu Cui; Xingye Dong; Youfang Lin (Comput. Ind. Eng., 2019)

A RR interval based automated apnea detection approach using residual network. - Lei Wang 096; Youfang Lin; Jing Wang 060 (Comput. Methods Programs Biomed., 2019)

Detecting Causality in Multivariate Time Series via Non-Uniform Embedding. - Ziyu Jia; Youfang Lin; Zehui Jiao; Yan Ma; Jing Wang 060 (Entropy, 2019)

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). - Shengnan Guo 001; Youfang Lin; Wenwei Jin; Huaiyu Wan (计算机科学, 2019)

Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting. - Shengnan Guo 001; Youfang Lin; Shijie Li; Zhaoming Chen; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2019)

Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting. - Chao Song; Youfang Lin; Shengnan Guo 001; Huaiyu Wan (AAAI, 2020)

A column-generation-based heuristic for passenger recovery problem considering multi-flights and seat-sharing constraints. - Huanzheng Wang; Xingye Dong; Youfang Lin (ICCAD, 2020)

Learning Space-Time-Frequency Representation with Two-Stream Attention Based 3D Network for Motor Imagery Classification. - Zhenqi Li; Jing Wang 060; Ziyu Jia; Youfang Lin (ICDM, 2020)

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Ronghao Zhou; Xiaojun Ning 001; Yuanlai He; Yaoshuai Zhao (IJCAI, 2020)

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition. - Ziyu Jia; Youfang Lin; Xiyang Cai; Haobin Chen; Haijun Gou; Jing Wang 060 (ACM Multimedia, 2020)

MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Kaixin Yang; Tianhang Liu; Xinwang Zhang (ECML/PKDD (3), 2020)

Cooperative Edge Caching: A Multi-Agent Deep Learning Based Approach. - Yuming Zhang; Bohao Feng; Wei Quan 001; Aleteng Tian; Keshav Sood; Youfang Lin; Hongke Zhang (IEEE Access, 2020)

Representation based on ordinal patterns for seizure detection in EEG signals. - Yunxiao Liu; Youfang Lin; Ziyu Jia; Yan Ma; Jing Wang 060 (Comput. Biol. Medicine, 2020)

Multi-Dimension Fusion Network for Light Field Spatial Super-Resolution using Dynamic Filters. - Qingyan Sun; Shuo Zhang 003; Song Chang; Lixi Zhu; Youfang Lin (CoRR, 2020)

CTS-LSTM: LSTM-based neural networks for correlatedtime series prediction. - Huaiyu Wan; Shengnan Guo 001; Kang Yin; Xiaohui Liang 001; Youfang Lin (Knowl. Based Syst., 2020)

SleepPrintNet: A Multivariate Multimodal Neural Network Based on Physiological Time-Series for Automatic Sleep Staging. - Ziyu Jia; Xiyang Cai; Gaoxing Zheng; Jing Wang 060; Youfang Lin (IEEE Trans. Artif. Intell., 2020)

Attention-based Multi-Level Fusion Network for Light Field Depth Estimation. - Jiaxin Chen; Shuo Zhang 003; Youfang Lin (AAAI, 2021)

Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction. - Yan Lin 006; Huaiyu Wan; Shengnan Guo 001; Youfang Lin (AAAI, 2021)

GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting. - Beibei Wang; Youfang Lin; Shengnan Guo 001; Huaiyu Wan (AAAI, 2021)

Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. - Haomin Wen; Youfang Lin; Fan Wu; Huaiyu Wan; Shengnan Guo 001; Lixia Wu; Chao Song; Yinghui Xu (ICDE, 2021)

A Prediction-Augmented AutoEncoder for Multivariate Time Series Anomaly Detection. - Sawenbo Gong; Zhihao Wu 001; Yunxiao Liu; Youfang Lin; Jing Wang 060 (ICONIP (1), 2021)

CCAD: A Collective Contextual Anomaly Detection Framework for KPI Data Stream. - Ganghui Hu; Jing Wang 060; Yunxiao Liu; Wang Ke; Youfang Lin (ICONIP (5), 2021)

Collision-aware Multi-robot Motion Coordination Deep-RL with Dynamic Priority Strategy. - Liang Zhao; Sheng Han 001; Youfang Lin (ICTAI, 2021)

Removing Foreground Occlusions in Light Field using Micro-lens Dynamic Filter. - Shuo Zhang 003; Zeqi Shen; Youfang Lin (IJCAI, 2021)

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging. - Ziyu Jia; Youfang Lin; Jing Wang 060; Xuehui Wang; Peiyi Xie; Yingbin Zhang (IJCAI, 2021)

Label Distribution Learning by Mining Local Label Correlations in Self-regulating Clusters Independent of Sample Distance. - Yizhen Jing; Youfang Lin; Yiji Zhao; Zhihao Wu 001 (IJCNN, 2021)

HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition. - Ziyu Jia; Youfang Lin; Jing Wang 060; Zhiyang Feng; Xiangheng Xie; Caijie Chen (ACM Multimedia, 2021)

Occlusion-aware Bi-directional Guided Network for Light Field Salient Object Detection. - Dong Jing; Shuo Zhang 003; Runmin Cong; Youfang Lin (ACM Multimedia, 2021)

HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code Classification. - Shaohua Du; Zhihao Wu 001; Huaiyu Wan; Youfang Lin (PAKDD (2), 2021)

Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Xiaojun Ning 001; Yuanlai He; Ronghao Zhou; Yuhan Zhou; Li-Wei H. Lehman (CoRR, 2021)

SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging. - Hongjun Zhang; Jing Wang 060; Qinfeng Xiao; Jiaoxue Deng; Youfang Lin (CoRR, 2021)

Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble. - Qinfeng Xiao; Jing Wang 060; Youfang Lin; Wenbo Gongsa; Ganghui Hu; Menggang Li; Fang Wang (Entropy, 2021)

Self-adversarial variational autoencoder with spectral residual for time series anomaly detection. - Yunxiao Liu; Youfang Lin; Qinfeng Xiao; Ganghui Hu; Jing Wang 060 (Neurocomputing, 2021)

Enhanced Spinning Parallelogram Operator Combining Color Constraint and Histogram Integration for Robust Light Field Depth Estimation. - Weikun Wang; Youfang Lin; Shuo Zhang 003 (IEEE Signal Process. Lett., 2021)

Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction. - Shuo Zhang 003; Song Chang; Zeqi Shen; Youfang Lin (IEEE Trans. Computational Imaging, 2021)

End-to-End Light Field Spatial Super-Resolution Network Using Multiple Epipolar Geometry. - Shuo Zhang 003; Song Chang; Youfang Lin (IEEE Trans. Image Process., 2021)

Multi-Level Spatial-Temporal Adaptation Network for Motor Imagery Classification. - Wei Xu; Jing Wang 060; Ziyu Jia; Zhiqing Hong; Yunze Li; Youfang Lin (ICASSP, 2022)

Expert Knowledge Inspired Contrastive Learning for Sleep Staging. - Hongjun Zhang; Jing Wang 060; Jiahong Xiong; Yuxuan Ding; Zhenliang Gan; Youfang Lin (IJCNN, 2022)

Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction. - Haomin Wen; Youfang Lin; Xiaowei Mao; Fan Wu; Yiji Zhao; Haochen Wang; Jianbin Zheng 003; Lixia Wu; Haoyuan Hu; Huaiyu Wan (KDD, 2022)

Flexible Hybrid Lenses Light Field Super-Resolution using Layered Refinement. - Song Chang; Youfang Lin; Shuo Zhang 003 (ACM Multimedia, 2022)

Conservative Distributional Reinforcement Learning with Safety Constraints. - Hengrui Zhang; Youfang Lin; Sheng Han 001; Shuo Wang 031; Kai Lv 002 (CoRR, 2022)

Light Field Raindrop Removal via 4D Re-sampling. - Dong Jing; Shuo Zhang 003; Song Chang; Youfang Lin (CoRR, 2022)

Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings. - Yan Lin 006; Huaiyu Wan; Shengnan Guo 001; Youfang Lin (CoRR, 2022)

Building and exploiting spatial-temporal knowledge graph for next POI recommendation. - Wei Chen 105; Huaiyu Wan; Shengnan Guo 001; Haoyu Huang; Shaojie Zheng; Jiamu Li; Shuohao Lin; Youfang Lin (Knowl. Based Syst., 2022)

Integrating User-Group relationships under interest similarity constraints for social recommendation. - Yujin Chen; Jing Wang 060; Zhihao Wu 001; Youfang Lin (Knowl. Based Syst., 2022)

Attenuated and normalized item-item product network for sequential recommendation. - Weiqiang Di; Zhihao Wu 001; Youfang Lin (PeerJ Comput. Sci., 2022)

CoSleep: A Multi-View Representation Learning Framework for Self-Supervised Learning of Sleep Stage Classification. - Jianan Ye; Qinfeng Xiao; Jing Wang 060; Hongjun Zhang; Jiaoxue Deng; Youfang Lin (IEEE Signal Process. Lett., 2022)

Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure. - Yangling Chen; Shuo Zhang 003; Song Chang; Youfang Lin (IEEE Trans. Computational Imaging, 2022)

DeepRoute+: Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction. - Haomin Wen; Youfang Lin; Huaiyu Wan; Shengnan Guo 001; Fan Wu; Lixia Wu; Chao Song; Yinghui Xu (ACM Trans. Intell. Syst. Technol., 2022)

Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows. - Yiji Zhao; Youfang Lin; Yongkai Zhang; Haomin Wen; Yunxiao Liu; Hao Wu 010; Zhihao Wu 001; Shuaichao Zhang; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2022)

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting. - Shengnan Guo 001; Youfang Lin; Huaiyu Wan; Xiucheng Li; Gao Cong (IEEE Trans. Knowl. Data Eng., 2022)

Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories. - Huaiyu Wan; Yan Lin 006; Shengnan Guo 001; Youfang Lin (IEEE Trans. Knowl. Data Eng., 2022)

Context-aware Distance Measures for Dynamic Networks. - Yiji Zhao; Youfang Lin; Zhihao Wu 001; Yang Wang; Haomin Wen (ACM Trans. Web, 2022)

Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning. - Letian Gong; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Tianyi Wang; Erwen Zheng; Zeyu Zhou 001; Huaiyu Wan (AAAI, 2023)

GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution. - Xiaowei Mao; Huaiyu Wan; Haomin Wen; Fan Wu; Jianbin Zheng 003; Yuting Qiang; Shengnan Guo 001; Lixia Wu; Haoyuan Hu; Youfang Lin (AAAI, 2023)

Spatial-Angular Multi-Scale Mechanism for Light Field Spatial Super-Resolution. - Chen Gao; Youfang Lin; Song Chang; Shuo Zhang 003 (CVPR Workshops, 2023)

LFNAT 2023 Challenge on Light Field Depth Estimation: Methods and Results. - Hao Sheng 001; Yebin Liu; Jingyi Yu; Gaochang Wu; Wei Xiong; Ruixuan Cong; Rongshan Chen; Longzhao Guo; Yanlin Xie; Shuo Zhang 003; Song Chang; Youfang Lin; et al. (CVPR Workshops, 2023)

NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results. - Yingqian Wang 002; Longguang Wang; Zhengyu Liang; Jungang Yang 001; Radu Timofte; Yulan Guo; Kai Jin; Zeqiang Wei; Angulia Yang; Sha Guo; Mingzhi Gao; Xiuzhuang Zhou; et al. (CVPR Workshops, 2023)

Towards Enhancing Relational Rules for Knowledge Graph Link Prediction. - Shuhan Wu; Huaiyu Wan; Wei Chen 105; Yuting Wu; Junfeng Shen; Youfang Lin (EMNLP (Findings), 2023)

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. - Haomin Wen; Youfang Lin; Yutong Xia; Huaiyu Wan; Qingsong Wen; Roger Zimmermann; Yuxuan Liang (SIGSPATIAL/GIS, 2023)

Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network. - Ziyu Jia; Youfang Lin; Yuhan Zhou; Xiyang Cai; Peng Zheng; Qiang Li; Jing Wang 060 (ICASSP, 2023)

Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting. - Shengnan Guo 001; Youfang Lin; Letian Gong; Chenyu Wang; Zeyu Zhou 001; Zekai Shen; Yiheng Huang; Huaiyu Wan (ICDE, 2023)

M2G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction. - Tianyue Cai; Huaiyu Wan; Fan Wu; Haomin Wen; Shengnan Guo 001; Lixia Wu; Haoyuan Hu; Youfang Lin (ICDE, 2023)

A Bayesian Graph Neural Network for EEG Classification - A Win-Win on Performance and Interpretability. - Jing Wang 060; Xiaojun Ning 001; Wangjun Shi; Youfang Lin (ICDE, 2023)

Graph-Based Vehicle Keypoint Attention Model for Vehicle Re-identification. - Yunlong Li; Zhihao Wu 001; Youfang Lin; Kai Lv 002 (ICONIP (13), 2023)

Multi-mobile Object Motion Coordination with Reinforcement Learning. - Shanhua Yuan; Sheng Han 001; Xiwen Jiang; Youfang Lin; Kai Lv 002 (ICONIP (8), 2023)

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. - Xiaowei Mao; Haomin Wen; Hengrui Zhang; Huaiyu Wan; Lixia Wu; Jianbin Zheng 003; Haoyuan Hu; Youfang Lin (KDD, 2023)

Offline Reinforcement Learning with Diffusion-Based Behavior Cloning Term. - Han Wang; Youfang Lin; Sheng Han 001; Kai Lv 002 (KSEM (4), 2023)

Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL. - Peng Cheng 013; Xianyuan Zhan; Zhi-Hao Wu 001; Wenjia Zhang; Youfang Lin; Shoucheng Song; Han Wang; Li Jiang 008 (NeurIPS, 2023)

WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting. - Yuxin Jia; Youfang Lin; Xinyan Hao; Yan Lin 006; Shengnan Guo 001; Huaiyu Wan (NeurIPS, 2023)

Generative-Contrastive-Attentive Spatial-Temporal Network for Traffic Data Imputation. - Wenchuang Peng; Youfang Lin; Shengnan Guo 001; Weiwen Tang; Le Liu; Huaiyu Wan (PAKDD (4), 2023)

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. - Haomin Wen; Youfang Lin; Yutong Xia; Huaiyu Wan; Roger Zimmermann; Yuxuan Liang (CoRR, 2023)

GHQ: Grouped Hybrid Q Learning for Heterogeneous Cooperative Multi-agent Reinforcement Learning. - Xiaoyang Yu; Youfang Lin; Xiangsen Wang; Sheng Han 001; Kai Lv 002 (CoRR, 2023)

View Adaptive Light Field Deblurring Networks with Depth Perception. - Zeqi Shen; Shuo Zhang 003; Zhuhao Zhang; Qihua Chen; Xueyao Dong; Youfang Lin (CoRR, 2023)

LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry. - Lixia Wu; Haomin Wen; Haoyuan Hu; Xiaowei Mao; Yutong Xia; Ergang Shan; Jianbin Zheng 003; Junhong Lou; Yuxuan Liang; Liuqing Yang 001; Roger Zimmermann; Youfang Lin; et al. (CoRR, 2023)

A Reliable Representation with Bidirectional Transition Model for Visual Reinforcement Learning Generalization. - Xiaobo Hu; Youfang Lin; Yue Liu; Jinwen Wang; Shuo Wang 031; Hehe Fan; Kai Lv 002 (CoRR, 2023)

Time-Series Contrastive Learning against False Negatives and Class Imbalance. - Xiyuan Jin; Jing Wang 060; Lei Liu; Youfang Lin (CoRR, 2023)

Exploiting global context and external knowledge for distantly supervised relation extraction. - Jianwei Gao; Huaiyu Wan; Youfang Lin (Knowl. Based Syst., 2023)

Identity-Guided Spatial Attention for Vehicle Re-Identification. - Kai Lv 002; Sheng Han 001; Youfang Lin (Sensors, 2023)

Multi-View Consistency Contrastive Learning With Hard Positives for Sleep Signals. - Jiaoxue Deng; Youfang Lin; Xiyuan Jin; Xiaojun Ning 001; Jing Wang 060 (IEEE Signal Process. Lett., 2023)

Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection. - Zeqi Shen; Shuo Zhang 003; Youfang Lin (IEEE Trans. Computational Imaging, 2023)

Multi-Stream Progressive Restoration for Low-Light Light Field Enhancement and Denoising. - Xianglang Wang; Youfang Lin; Shuo Zhang 003 (IEEE Trans. Computational Imaging, 2023)

CrossFuN: Multiview Joint Cross-Fusion Network for Time-Series Anomaly Detection. - Yunfei Bai; Jing Wang 060; Xueer Zhang; Xiangtai Miao; Youfang Lin (IEEE Trans. Instrum. Meas., 2023)

Multiscale Wavelet Graph AutoEncoder for Multivariate Time-Series Anomaly Detection. - Jing Wang 060; Shikuan Shao; Yunfei Bai; Jiaoxue Deng; Youfang Lin (IEEE Trans. Instrum. Meas., 2023)

Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors. - Haomin Wen; Youfang Lin; Fan Wu; Huaiyu Wan; Zhongxiang Sun; Tianyue Cai; Hongyu Liu 003; Shengnan Guo 001; Jianbin Zheng 003; Chao Song; Lixia Wu (ACM Trans. Intell. Syst. Technol., 2023)

Skill-Based Hierarchical Reinforcement Learning for Target Visual Navigation. - Shuo Wang 031; Zhihao Wu 001; Xiaobo Hu; Youfang Lin; Kai Lv 002 (IEEE Trans. Multim., 2023)

Lexicographic Actor-Critic Deep Reinforcement Learning for Urban Autonomous Driving. - Hengrui Zhang; Youfang Lin; Sheng Han 001; Kai Lv 002 (IEEE Trans. Veh. Technol., 2023)

Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting. - Yiji Zhao; Youfang Lin; Haomin Wen; Tonglong Wei; Xiyuan Jin; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2023)

Origin-Destination Travel Time Oracle for Map-based Services. - Yan Lin 006; Huaiyu Wan; Jilin Hu; Shengnan Guo 001; Bin Yang 002; Youfang Lin; Christian S. Jensen (Proc. ACM Manag. Data, 2023)

A homologous and heterogeneous multi-view inter-patient adaptive network for arrhythmia detection. - Zhaoyang Ma; Jing Wang 060; Jinghang Yue; Youfang Lin (Comput. Methods Programs Biomed., 2023)

Cross-Domain WiFi Sensing with Channel State Information: A Survey. - Chen Chen 097; Gang Zhou; Youfang Lin (ACM Comput. Surv., 2023)

A lightweight and style-robust neural network for autonomous driving in end side devices. - Sheng Han 001; Youfang Lin; Zhihui Guo; Kai Lv 002 (Connect. Sci., 2023)

Spatially-Regularized Features for Vehicle Re-Identification: An Explanation of Where Deep Models Should Focus. - Kai Lv 002; Shuo Wang 031; Shuai Han; Youfang Lin (IEEE Trans. Intell. Transp. Syst., 2023)

Modeling Spatial-Temporal Constraints and Spatial-Transfer Patterns for Couriers' Package Pick-up Route Prediction. - Haomin Wen; Youfang Lin; Yuxuan Hu; Fan Wu; Mingxuan Xia; Xinyi Zhang; Lixia Wu; Haoyuan Hu; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2023)

What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction. - Shuo Wang 031; Zhihao Wu 001; Xiaobo Hu; Jinwen Wang; Youfang Lin; Kai Lv 002 (AAAI, 2024)

Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation. - Hengrui Zhang; Youfang Lin; Shuo Shen; Sheng Han 001; Kai Lv 002 (AAAI, 2024)

Local-Global History-Aware Contrastive Learning for Temporal Knowledge Graph Reasoning. - Wei Chen 105; Huaiyu Wan; Yuting Wu; Shuyuan Zhao; Jiayaqi Cheng; Yuxin Li; Youfang Lin (ICDE, 2024)

How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective. - Shuo Wang 031; Zhihao Wu 001; Jinwen Wang; Xiaobo Hu; Youfang Lin; Kai Lv 002 (IJCAI, 2024)

A Viewpoint-aware Channel Selection Method for Vehicle Re-identification. - Yihao Xu; Youfang Lin; Shuai Han; Kai Lv 002 (IJCNN, 2024)

LaDe: The First Comprehensive Last-mile Express Dataset from Industry. - Lixia Wu; Haomin Wen; Haoyuan Hu; Xiaowei Mao; Yutong Xia; Ergang Shan; Jianbin Zheng 003; Junhong Lou; Yuxuan Liang; Liuqing Yang 001; Roger Zimmermann; Youfang Lin; et al. (KDD, 2024)

DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data. - Hanyang Chen; Yang Jiang 005; Shengnan Guo 001; Xiaowei Mao; Youfang Lin; Huaiyu Wan (NeurIPS, 2024)

Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models. - Letian Gong; Yan Lin 006; Xinyue Zhang; Yiwen Lu; Xuedi Han; Yichen Liu 003; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (NeurIPS, 2024)

PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting. - Yuxin Jia; Youfang Lin; Jing Yu; Shuo Wang 031; Tianhao Liu; Huaiyu Wan (NeurIPS, 2024)

Multi-3D Occlusion Mask Learning for Flexible Occlusion Removal in Neural Radiance Fields. - Zhuoyu Shi; Shuo Zhang 003; Song Chang; Youfang Lin (PRCV (6), 2024)

GTM: General Trajectory Modeling with Auto-regressive Generation of Feature Domains. - Yan Lin 006; Jilin Hu; Shengnan Guo 001; Bin Yang 002; Christian S. Jensen; Youfang Lin; Huaiyu Wan (CoRR, 2024)

Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiheng Huang; Chenyang Xiang; Yuqing Bai; Menglu Ya; Huaiyu Wan (CoRR, 2024)

PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models. - Zeyu Zhou 001; Yan Lin 006; Haomin Wen; Shengnan Guo 001; Jilin Hu; Youfang Lin; Huaiyu Wan (CoRR, 2024)

An Exploratory Study on Using Large Language Models for Mutation Testing. - Bo Wang 050; Mingda Chen; Youfang Lin; Mike Papadakis; Jie M. Zhang (CoRR, 2024)

Combining Optimal Transport and Embedding-Based Approaches for More Expressiveness in Unsupervised Graph Alignment. - Songyang Chen; Yu Liu 070; Lei Zou 001; Zexuan Wang; Youfang Lin; Yuxing Chen; Anqun Pan (CoRR, 2024)

STD-LLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with LLMs. - Yiheng Huang; Xiaowei Mao; Shengnan Guo 001; Yubin Chen; Youfang Lin; Huaiyu Wan (CoRR, 2024)

UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings. - Yan Lin 006; Zeyu Zhou 001; Yichen Liu 003; Haochen Lv 001; Haomin Wen; Tianyi Li 005; Yushuai Li; Christian S. Jensen; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2024)

PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba. - Yan Lin 006; Yichen Liu 003; Zeyu Zhou 001; Haomin Wen; Erwen Zheng; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2024)

Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space. - Xiaoyang Yu; Youfang Lin; Shuo Wang 031; Kai Lv 002; Sheng Han 001 (CoRR, 2024)

TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability. - Yan Lin 006; Tonglong Wei; Zeyu Zhou 001; Haomin Wen; Jilin Hu; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2024)

PTR: A Pre-trained Language Model for Trajectory Recovery. - Tonglong Wei; Yan Lin 006; Youfang Lin; Shengnan Guo 001; Jilin Hu; Gao Cong; Huaiyu Wan (CoRR, 2024)

Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models. - Letian Gong; Yan Lin 006; Xinyue Zhang; Yiwen Lu; Xuedi Han; Yichen Liu 003; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2024)

An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic Data. - Shengnan Guo 001; Tonglong Wei; Yiheng Huang; Miaomiao Zhao; Ran Chen; Yan Lin 006; Youfang Lin; Huaiyu Wan (CoRR, 2024)

DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services. - Youfang Lin; Jinji Fu; Haomin Wen; Jiyuan Wang 001; Zhenjie Wei; Yuting Qiang; Xiaowei Mao; Lixia Wu; Haoyuan Hu; Yuxuan Liang; Huaiyu Wan (CoRR, 2024)

CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework. - Wei Chen 105; Yuting Wu; Shuhan Wu; Zhiyu Zhang; Mengqi Liao; Youfang Lin; Huaiyu Wan (CoRR, 2024)

Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiji Zhao; Xiyuan Jin; Zhihao Wu 001; Huaiyu Wan (Knowl. Based Syst., 2024)

Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition. - Jing Wang 060; Xiaojun Ning 001; Wei Xu; Yunze Li; Ziyu Jia; Youfang Lin (Neural Networks, 2024)

Learning Light Field Denoising With Symmetrical Refocusing Strategy. - Song Chang; Youfang Lin; Wenqi Wang; Da An; Shuo Zhang 003 (IEEE Trans. Computational Imaging, 2024)

Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution. - Shuo Zhang 003; Zexu Pan; Yichang Lv; Youfang Lin (IEEE Trans. Computational Imaging, 2024)

MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition. - Xiaojun Ning 001; Jing Wang 060; Youfang Lin; Xiyang Cai; Haobin Chen; Haijun Gou; Xiaoli Li 001; Ziyu Jia (IEEE Trans. Instrum. Meas., 2024)

Agent-Centric Relation Graph for Object Visual Navigation. - Xiaobo Hu; Youfang Lin; Shuo Wang 031; Zhihao Wu 001; Kai Lv 002 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin. - Xiyuan Jin; Jing Wang 060; Shengnan Guo 001; Tonglong Wei; Yiji Zhao; Youfang Lin; Huaiyu Wan (Expert Syst. Appl., 2024)

Enhanced evolutionary automated program repair by finer-granularity ingredients and better search algorithms. - Bo Wang 050; Guizhuang Liu; Youfang Lin; Shuang Ren; Honghui Li; Dalin Zhang 003 (J. Softw. Evol. Process., 2024)

Building Category Graphs Representation with Spatial and Temporal Attention for Visual Navigation. - Xiaobo Hu; Youfang Lin; Hehe Fan; Shuo Wang 031; Zhihao Wu 001; Kai Lv 002 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery. - Tonglong Wei; Youfang Lin; Yan Lin 006; Shengnan Guo 001; Lan Zhang; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2024)

Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning. - Letian Gong; Huaiyu Wan; Shengnan Guo 001; Xiucheng Li; Yan Lin 006; Erwen Zheng; Tianyi Wang; Zeyu Zhou 001; Youfang Lin (IEEE Trans. Knowl. Data Eng., 2024)

Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding. - Yan Lin 006; Huaiyu Wan; Shengnan Guo 001; Jilin Hu; Christian S. Jensen; Youfang Lin (IEEE Trans. Knowl. Data Eng., 2024)

Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation. - Tonglong Wei; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Yiheng Huang; Chenyang Xiang; Yuqing Bai; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2024)

A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects. - Haomin Wen; Youfang Lin; Lixia Wu; Xiaowei Mao; Tianyue Cai; Yunfeng Hou; Shengnan Guo 001; Yuxuan Liang; Guangyin Jin; Yiji Zhao; Roger Zimmermann; Jieping Ye; et al. (IEEE Trans. Knowl. Data Eng., 2024)

Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification. - Kai Lv 002; Yunlong Li; Zhuo Chen; Shuo Wang 031; Sheng Han 001; Youfang Lin (AAAI, 2025)

CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework. - Wei Chen 015; Yuting Wu; Shuhan Wu; Zhiyu Zhang; Mengqi Liao; Youfang Lin; Huaiyu Wan (AAAI, 2025)

STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM. - Yiheng Huang; Xiaowei Mao; Shengnan Guo 001; Yubin Chen; Junfeng Shen; Tiankuo Li; Youfang Lin; Huaiyu Wan (AAAI, 2025)

DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation. - Xiaowei Mao; Yan Lin 006; Shengnan Guo 001; Yubin Chen; Xingyu Xian; Haomin Wen; Qisen Xu; Youfang Lin; Huaiyu Wan (AAAI, 2025)

CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness. - Shoucheng Song; Youfang Lin; Sheng Han 001; Chang Yao; Hao Wu 010; Shuo Wang 031; Kai Lv 002 (AAAI, 2025)

A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning. - Zhiyu Zhang; Wei Chen 105; Youfang Lin; Huaiyu Wan (ACL (1), 2025)

Enhancing Offline Safe Reinforcement Learning with Trajectory-Constrained Diffusion Planning. - Hengrui Zhang; Youfang Lin; Shuo Shen; Hanfeng Lin; Peng Cheng 013; Sheng Han 001; Kai Lv 002 (AAMAS, 2025)

TF4TF: Multi-semantic modeling within the time-frequency domain for long-term time-series forecasting. - Xueer Zhang; Jing Wang 060; Yunfei Bai; Lu Zhang; Youfang Lin (Neurocomputing, 2025)

Group-wise relation mining for weakly-supervised fine-grained multimodal emotion recognition. - Xiyuan Jin; Jing Wang 060; Huaiyu Qin; Xiaojun Ning 001; Tianzuo Xin; Youfang Lin (Neural Networks, 2025)

TV-Net: Temporal-Variable feature harmonizing Network for multivariate time series classification and interpretation. - Jinghang Yue; Jing Wang 060; Shuo Zhang 015; Zhaoyang Ma; Yuxing Shi; Youfang Lin (Neural Networks, 2025)

Structure-Aware Pre-Selected Neural Rendering for Light Field Reconstruction. - Song Chang; Youfang Lin; Shuo Zhang 003 (IEEE Trans. Multim., 2025)

A Systematic Exploration of Mutation-Based Fault Localization Formulae. - Bo Wang 050; Jinkang Wei; Mingda Chen; Chong Chen; Youfang Lin; Jie M. Zhang (Softw. Test. Verification Reliab., 2025)

Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification. - Jing Wang 060; Xuehui Wang; Xiaojun Ning 001; Youfang Lin; Huy Phan; Ziyu Jia (IEEE J. Biomed. Health Informatics, 2025)

UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings. - Yan Lin 006; Zeyu Zhou 001; Yichen Liu 003; Haochen Lv 001; Haomin Wen; Tianyi Li 005; Yushuai Li; Christian S. Jensen; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2025)

Off-Policy Conservative Distributional Reinforcement Learning With Safety Constraints. - Hengrui Zhang; Youfang Lin; Sheng Han 001; Shuo Wang 031; Kai Lv 002 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Towards An Efficient and Effective En Route Travel Time Estimation Framework. - Zekai Shen; Haitao Yuan; Xiaowei Mao; Congkang Lv; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2025)

STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence Generation. - Letian Gong; Shengnan Guo 001; Yan Lin 006; Yichen Liu 003; Erwen Zheng; Yiwei Shuang; Youfang Lin; Jilin Hu; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2025)

Enhancing robust semi-supervised graph alignment via adaptive optimal transport. - Songyang Chen; Youfang Lin; Yu Liu 070; Yuwei Ouyang; Zongshen Guo; Lei Zou 001 (World Wide Web (WWW), 2025)

Harmonizing Intra-coherence and Inter-divergence in Ensemble Attacks for Adversarial Transferability. - Zhaoyang Ma; Zhihao Wu 001; Wang Lu; Xin Gao; Jinghang Yue; Taolin Zhang; Lipo Wang; Youfang Lin; Jing Wang 060 (CoRR, 2025)

TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability. - Tonglong Wei; Yan Lin 006; Zeyu Zhou 001; Haomin Wen; Jilin Hu; Shengnan Guo 001; Youfang Lin; Gao Cong; Huaiyu Wan (CoRR, 2025)

Next-POI Recommendation via Spatial-Temporal Knowledge Graph Contrastive Learning and Trajectory Prompt. - Wei Chen 105; Haoyu Huang; Zhiyu Zhang; Tianyi Wang; Youfang Lin; Liang Chang 003; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2025)

A Comprehensive Study of OOP-Related Bugs in C++ Compilers. - Bo Wang 050; Chong Chen; Junjie Chen 003; Bowen Xu; Chen Ye; Youfang Lin; Guoliang Dong; Jun Sun 001 (IEEE Trans. Software Eng., 2025)

From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination. - Chang Yao; Youfang Lin; Shoucheng Song; Hao Wu 010; Yuqing Ma; Shang Han; Kai Lv 002 (CoRR, 2025)

Improving monotonic optimization in heterogeneous multi-agent reinforcement learning with optimal marginal deterministic policy gradient. - Xiaoyang Yu; Youfang Lin; Shuo Wang 031; Sheng Han 001 (CoRR, 2025)

Mut4All: Fuzzing Compilers via LLM-Synthesized Mutators Learned from Bug Reports. - Bo Wang 050; Pengyang Wang; Chong Chen; Qi Sun; Jieke Shi; Chengran Yang; Ming Deng; Youfang Lin; Zhou Yang 003; David Lo 001 (CoRR, 2025)

Multi-constraint reinforcement learning in complex robot environments. - Sheng Han 001; Hengrui Zhang; Hao Wu 010; Youfang Lin; Kai Lv 002 (Frontiers Comput. Sci., 2025)

UVTM: Universal Vehicle Trajectory Modeling With ST Feature Domain Generation. - Yan Lin 006; Jilin Hu; Shengnan Guo 001; Bin Yang 002; Christian S. Jensen; Youfang Lin; Huaiyu Wan (IEEE Trans. Knowl. Data Eng., 2025)