Shan Xue

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 82

Top Topics

Anomaly Detection

Naive Bayes Classification

Reinforcement Learning

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yan Chen, Kate Sherren, Kyung Young Lee, Lori McCay-Peet, Shan Xue, Michael Smit
From theory to practice: insights and hurdles in collecting social media data for social science research. Frontiers Big Data 7 (2024)
Wei-Heng Shao, Caixu Yu, Xinxin Tian, Zhanjun Huang, Wanqing Jing, Chengyang Luo, Litao Ruan, Yinghui Chen, Shan Xue, Duo-Long Wu
A Virtual Network Matching Method for Correcting Asymmetric Near-Field Probing System. IEEE Trans. Instrum. Meas. 73 (2024)
Hao Jiang, Yilin Shang, Shan Xue, Dongsheng Guo, Weidong Zhang
UMPL- VINS: Generalized SLAM for multi-scene metaverse applications. Comput. Commun. 224 (2024)
Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu
A Comprehensive Survey on Community Detection With Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Naimeng Cang, Feng Qiu, Shan Xue, Zehua Jia, Dongsheng Guo, Zhijun Zhang, Weibing Li
New discrete-time zeroing neural network for solving time-dependent linear equation with boundary constraint. Artif. Intell. Rev. 57 (6) (2024)
Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu
Graph Neural Networks for Brain Graph Learning: A Survey. CoRR (2024)
Xuexiong Luo, Guangwei Dong, Jia Wu, Amin Beheshti, Jian Yang, Shan Xue
An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis. WSDM (2024)
Beihang Song, Jing Li, Jia Wu, Shan Xue, Jun Chang, Jun Wan
Single-stage oriented object detection via Corona Heatmap and Multi-stage Angle Prediction. Knowl. Based Syst. 295 (2024)
Minrui Zhao, Gang Wang, Qiang Fu, Wen Quan, Quan Wen, Xiaoqiang Wang, Tengda Li, Yu Chen, Shan Xue, Jiaozhi Han
Intelligent Decision-Making System of Air Defense Resource Allocation via Hierarchical Reinforcement Learning. Int. J. Intell. Syst. 2024 (1) (2024)
Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue
ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence. CoRR (2023)
Fu Lin, Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Zitong Wang, Haonan Gong
Discriminative Graph-Level Anomaly Detection via Dual-Students-Teacher Model. ADMA (3) (2023)
Bingbing Xie, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Hao Fan
Heterogeneous Graph Neural Network via Knowledge Relations for Fake News Detection. SSDBM (2023)
Danyu Lin, Shan Xue, Derong Liu, Mingming Liang, Yonghua Wang
Adaptive dynamic programming-based hierarchical decision-making of non-affine systems. Neural Networks 167 (2023)
Malik Khizar Hayat, Shan Xue, Jian Yang
Self-supervised Heterogeneous Hypergraph Learning with Context-aware Pooling for Graph-level Classification. ICDM (2023)
Chenyan Zhang, Shan Xue, Jing Li, Jia Wu, Bo Du, Donghua Liu, Jun Chang
Multi-Aspect enhanced Graph Neural Networks for recommendation. Neural Networks 157 (2023)
Qi Wang, Weiliang Zhao, Jian Yang, Jia Wu, Shan Xue, Qianli Xing, Philip S. Yu
C-DeepTrust: A Context-Aware Deep Trust Prediction Model in Online Social Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Fu Lin, Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Zitong Wang, Haonan Gong
Discriminative Graph-level Anomaly Detection via Dual-students-teacher Model. CoRR (2023)
Hongjiao Liu, Shan Xue, Jian Yang, Jia Wu
Enhancing Trust Prediction in Attributed Social Networks with Self-Supervised Learning. WISE (2023)
Shan Xue, Biao Luo, Derong Liu, Dongsheng Guo
Control Using Concurrent Learning and ADP. ICONIP (8) (2023)
Qian Li, Jianxin Li, Lihong Wang, Cheng Ji, Yiming Hei, Jiawei Sheng, Qingyun Sun, Shan Xue, Pengtao Xie
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems. ACM Trans. Web 17 (3) (2023)
Shan Xue, Linlin Li, Liang Qiao
Data-Driven Control Performance Monitoring forIndustrial Processes Based on Transfer Learning and Neural Network. SAFEPROCESS (2023)
Shan Xue, Ye Du, Liang Xu
Tighter Robust Upper Bounds for Options via No-Regret Learning. AAAI (2023)
Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Hao Peng, Angsheng Li, Shan Xue, Jianlin Su
Minimum Entropy Principle Guided Graph Neural Networks. WSDM (2023)
Danyu Lin, Shan Xue, Derong Liu, Bo Zhao
Hierarchical Decision Problems for Non-Affine Multi-Player Systems. RCAR (2023)
Mengqing Mei, Fazhi He, Shan Xue
Attention deep residual networks for MR image analysis. Neural Comput. Appl. 35 (18) (2023)
Sanmin Liu, Shan Xue, Jia Wu, Chuan Zhou, Jian Yang, Zhao Li, Jie Cao
Online Active Learning for Drifting Data Streams. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue
ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence. ICWS (2023)
Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Shan Xue, Chuan Zhou, Charu C. Aggarwal, Hao Peng, Wenbin Hu, Edwin Hancock, Pietro Li'o
A Comprehensive Survey of Graph-level Learning. CoRR (2023)
Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Chuan Zhou, Quan Z. Sheng, Hui Xiong, Leman Akoglu
A Comprehensive Survey on Graph Anomaly Detection With Deep Learning. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Shan Xue, Hai-Peng Ren
Single sample per person face recognition algorithm based on the robust prototype dictionary and robust variation dictionary construction. IET Image Process. 16 (3) (2022)
Shan Xue, Biao Luo, Derong Liu, Ying Gao
Neural network-based event-triggered integral reinforcement learning for constrained H∞ tracking control with experience replay. Neurocomputing 513 (2022)
Xuexiong Luo, Jia Wu, Amin Beheshti, Jian Yang, Xiankun Zhang, Yuan Wang, Shan Xue
ComGA: Community-Aware Attributed Graph Anomaly Detection. WSDM (2022)
Shan Xue, Biao Luo, Derong Liu, Ying Gao
Event-Triggered ADP for Tracking Control of Partially Unknown Constrained Uncertain Systems. IEEE Trans. Cybern. 52 (9) (2022)
Xiaoxiao Ma, Shan Xue, Jia Wu, Jian Yang, Cécile Paris, Surya Nepal, Quan Z. Sheng
Deep Multi-Attributed-View Graph Representation Learning. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Beihang Song, Jing Li, Shan Xue, Jun Chang, Jia Wu, Jun Wan, Tianpeng Liu
Single-stage Rotate Object Detector via Two Points with Solar Corona Heatmap. CoRR (2022)
Bowen Yao, Jing Li, Shan Xue, Jia Wu, Huanmei Guan, Jun Chang, Zhiquan Ding
GARAT: Generative Adversarial Learning for Robust and Accurate Tracking. Neural Networks 148 (2022)
Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal
DAGAD: Data Augmentation for Graph Anomaly Detection. CoRR (2022)
Fanzhen Liu, Zhao Li, Baokun Wang, Jia Wu, Jian Yang, Jiaming Huang, Yiqing Zhang, Weiqiang Wang, Shan Xue, Surya Nepal, Quan Z. Sheng
eRiskCom: an e-commerce risky community detection platform. VLDB J. 31 (5) (2022)
Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal
DAGAD: Data Augmentation for Graph Anomaly Detection. ICDM (2022)
Qiliang Luo, Shan Xue, Derong Liu
Adaptive critic designs for decentralised robust control of nonlinear interconnected systems via event-triggering mechanism. Int. J. Syst. Sci. 53 (5) (2022)
Naime Ranjbar Kermany, Luiz Pizzato, Jian Yang, Shan Xue, Jia Wu
PD-SRS: Personalized Diversity for a Fair Session-Based Recommendation System. ICSOC (2022)
Qian Li, Jianxin Li, Lihong Wang, Cheng Ji, Yiming Hei, Jiawei Sheng, Qingyun Sun, Shan Xue, Pengtao Xie
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems. CoRR (2022)
Shan Xue, Biao Luo, Derong Liu, Yin Yang
Control Based on Adaptive Dynamic Programming With Concurrent Learning. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Wenbin Hu, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu Aggarwal
Graph-level Neural Networks: Current Progress and Future Directions. CoRR (2022)
Rui Zhang, Libing Wu, Shuqin Cao, Xinrong Hu, Shan Xue, Dan Wu, Qingan Li
Task Offloading with Task Classification and Offloading Nodes Selection for MEC-Enabled IoV. ACM Trans. Internet Techn. 22 (2) (2022)
Ge Zhang, Zhenyu Yang, Jia Wu, Jian Yang, Shan Xue, Hao Peng, Jianlin Su, Chuan Zhou, Quan Z. Sheng, Leman Akoglu, Charu C. Aggarwal
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection. NeurIPS (2022)
Shan Xue, Biao Luo, Derong Liu, Ying Gao
Event-triggered integral reinforcement learning for nonzero-sum games with asymmetric input saturation. Neural Networks 152 (2022)
Danfeng Sun, Shan Xue, Huifeng Wu, Jia Wu
A Data Stream Cleaning System Using Edge Intelligence for Smart City Industrial Environments. IEEE Trans. Ind. Informatics 18 (2) (2022)
Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Quan Z. Sheng, Hui Xiong
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning. CoRR (2021)
Ge Zhang, Jia Wu, Jian Yang, Amin Beheshti, Shan Xue, Chuan Zhou, Quan Z. Sheng
FRAUDRE: Fraud Detection Dual-Resistant to Graph Inconsistency and Imbalance. ICDM (2021)
Gao Wang, Biao Luo, Shan Xue
Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay. Neurocomputing 460 (2021)
Derong Liu, Shan Xue, Bo Zhao, Biao Luo, Qinglai Wei
Adaptive Dynamic Programming for Control: A Survey and Recent Advances. IEEE Trans. Syst. Man Cybern. Syst. 51 (1) (2021)
Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu
A Comprehensive Survey on Community Detection with Deep Learning. CoRR (2021)
Zhenchang Xia, Shan Xue, Jia Wu, Yanjiao Chen, Junjie Chen, Libing Wu
Deep Reinforcement Learning for Smart City Communication Networks. IEEE Trans. Ind. Informatics 17 (6) (2021)
Shan Xue, Biao Luo, Derong Liu
Event-Triggered Adaptive Dynamic Programming for Unmatched Uncertain Nonlinear Continuous-Time Systems. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Hao Ge, Hui Qin, Shan Xue, Enkang Liu, Mingzhu Zhang, Zixuan Bai, Yixin Ma
Research on denoising algorithm of thoracic impedance signal for respiratory monitoring during running exercise. Biomed. Signal Process. Control. 70 (2021)
Mingzhu Zhang, Shan Xue, Hui Qin, Zhibin Kong, Yixin Ma
The Importance of FEM model for Linearized EIT Image Reconstruction. IST (2021)
Fanzhen Liu, Jia Wu, Shan Xue, Chuan Zhou, Jian Yang, Quanzheng Sheng
Detecting the evolving community structure in dynamic social networks. World Wide Web 23 (2) (2020)
Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Jian Yang, Philip S. Yu
Deep Learning for Community Detection: Progress, Challenges and Opportunities. CoRR (2020)
Shan Xue, Biao Luo, Derong Liu, Yueheng Li
Adaptive dynamic programming based event-triggered control for unknown continuous-time nonlinear systems with input constraints. Neurocomputing 396 (2020)
Qing Wu, Xiaojin Lu, Shan Xue, Chao Wang, Xundong Wu, Jin Fan
SBNN: Slimming binarized neural network. Neurocomputing 401 (2020)
Sanmin Liu, Shan Xue, Fanzhen Liu, Jieren Cheng, Xiulai Li, Chao Kong, Jia Wu
Microcluster-Based Incremental Ensemble Learning for Noisy, Nonstationary Data Streams. Complex. 2020 (2020)
Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Jian Yang, Philip S. Yu
Deep Learning for Community Detection: Progress, Challenges and Opportunities. IJCAI (2020)
Shan Xue, Leirong Tian, Zhilin Gao, Xingran Cui
A Novel Method for Extracting High-Quality RR Intervals from Noisy Single-Lead ECG Signals. BICT (2020)
Zhenchang Xia, Shan Xue, Libing Wu, Jiaxin Sun, Yanjiao Chen, Rui Zhang
ForeXGBoost: passenger car sales prediction based on XGBoost. Distributed Parallel Databases 38 (3) (2020)
Shan Xue, Biao Luo, Derong Liu
Integral reinforcement learning based event-triggered control with input saturation. Neural Networks 131 (2020)
Shan Xue, Biao Luo, Derong Liu
Event-Triggered Adaptive Dynamic Programming for Zero-Sum Game of Partially Unknown Continuous-Time Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 50 (9) (2020)
Yan Hong, Jing Li, Yafu Xiao, Wenfan Zhang, Chengfang Song, Shan Xue
Correlation Filter Tracking Method via Metric Learning and Adaptive Multi-stage Appearance. IJCNN (2019)
Shan Xue, Jie Lu, Guangquan Zhang, Li Xiong
A Framework of Transferring Structures Across Large-scale Information Networks. CoRR (2019)
Shan Xue, Jie Lu, Guangquan Zhang
Cross-domain Network Representations. CoRR (2019)
Shan Xue, Hong Zhu
Low-resolution and open-set face recognition via recursive label propagation based on statistical classification. Int. J. Wavelets Multiresolution Inf. Process. 17 (2) (2019)
Shan Xue, Jie Lu, Guangquan Zhang
Cross-domain network representations. Pattern Recognit. 94 (2019)
Shan Xue, Biao Luo, Derong Liu, Yueheng Li
Event-Triggered Adaptive Dynamic Programming for Continuous-Time Nonlinear Two-Player Zero-Sum Game. ICONIP (7) (2018)
Shan Xue, Jie Lu, Guangquan Zhang, Li Xiong
A Framework of Transferring Structures Across Large-scale Information Networks. IJCNN (2018)
Jing Wang, Hong Zhu, Shan Xue, Jing Shi
Object Tracking Based on Multi-modality Dictionary Learning. ICIG (2) (2017)
Zhonghua Liu, Shan Xue, Lin Zhang, Jiexin Pu, Haijun Wang
An Improved Kernel Minimum Square Error Classification Algorithm Based on $L_{2, 1}$ -Norm Regularization. IEEE Access 5 (2017)
Jinxian Weng, Shan Xue, Xuedong Yan
Modeling Vehicle Merging Behavior in Work Zone Merging Areas During the Merging Implementation Period. IEEE Trans. Intell. Transp. Syst. 17 (4) (2016)
Lu Zhao, Li Xiong, Shan Xue
Global Recursive Based Node Importance Evaluation. ADMA (2016)
Shan Xue, Jie Lu, Jia Wu, Guangquan Zhang, Li Xiong
Multi-instance graphical transfer clustering for traffic data learning. IJCNN (2016)
Li Xiong, Lu Zhao, Shan Xue
Node importance evaluation of world city networks: A survey. LISS (2016)
Shan Xue, Hong Zhu, Shunyuan Yu, Dong Wang, Bingyan Zhao
An algorithm for headlights region detection in nighttime vehicles. ICIA (2016)
Shan Xue, Li Xiong, Shufen Yang, Lu Zhao
A self-adaptive multi-view framework for multi-source information service in cloud ITS. J. Ambient Intell. Humaniz. Comput. 7 (2) (2016)
Shan Xue, Alan Fern, Daniel Sheldon
Scheduling Conservation Designs for Maximum Flexibility via Network Cascade Optimization. J. Artif. Intell. Res. 52 (2015)
Shan Xue, Jie Lu, Guangquan Zhang, Li Xiong
SEIR Immune Strategy for Instance Weighted Naive Bayes Classification. ICONIP (1) (2015)
Murugeswari Issakkimuthu, Alan Fern, Roni Khardon, Prasad Tadepalli, Shan Xue
Hindsight Optimization for Probabilistic Planning with Factored Actions. ICAPS (2015)
Jie Lu, Vahid Behbood, Peng Hao, Hua Zuo, Shan Xue, Guangquan Zhang
Transfer learning using computational intelligence: A survey. Knowl. Based Syst. 80 (2015)
Shan Xue, Jie Lu, Guangquan Zhang, Li Xiong
Heterogeneous Feature Space Based Task Selection Machine for Unsupervised Transfer Learning. ISKE (2015)
Shan Xue, Alan Fern, Daniel Sheldon
Dynamic Resource Allocation for Optimizing Population Diffusion. AISTATS (2014)
Shan Xue, Alan Fern, Daniel Sheldon
Scheduling Conservation Designs via Network Cascade Optimization. AAAI (2012)
Xue-fei Wang, Yong-Duan Song, Dan-Yong Li, Kai Zhang, Shan Xue, Ming Qin
Neuroadaptive Speed Assistance Control of Wind Turbine with Variable Ratio Gearbox (VRG). ISNN (2) (2012)
Shan Xue, Guohua Cao, YuLong Song
Modal Analysis and Optimization of Some Internal Rotor Radar Stabilized Platform. CSISE (1) (2011)
Shan Xue, Guohua Cao, Qiongying Lv, Hongji Xu
Modal analysis and optimization of novel external rotor radar stabilized platform. EMEIT (2011)