Robust on-line monitoring for univariate processes based on two sample goodness-of-fit test. - Chen Zhang 007; Nan Chen 002 (IEEM, 2014)

Statistical monitoring of longitudinal categorical survey data. - Chen Zhang 007; Nan Chen 002 (IEEM, 2015)

Clustering Subway Station Arrival Patterns Using Weighted Dynamic Time Warping. - Rui Wang 058; Nan Chen 002; Chen Zhang 007 (IEEM, 2018)

Statistical Analysis of Simulation Output from Parallel Computing. - Chen Zhang 007; Nan Chen 002 (ACM Trans. Model. Comput. Simul., 2018)

Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach. - Chen Zhang 007; Steven C. H. Hoi (AAAI, 2019)

Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. - Ziyue Li 002; Nurettin Dorukhan Sergin; Hao Yan; Chen Zhang 007; Fugee Tsung (AAAI, 2020)

Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data. - Xiancai Tian; Chen Zhang 007; Baihua Zheng (CoRR, 2020)

Partially Observable Online Change Detection via Smooth-Sparse Decomposition. - Jie Guo; Hao Yan; Chen Zhang 007; Steven C. H. Hoi (CoRR, 2020)

Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. - Ziyue Li 002; Hao Yan; Chen Zhang 007; Fugee Tsung (IEEE Robotics Autom. Lett., 2020)

Time-Warped Sparse Non-negative Factorization for Functional Data Analysis. - Chen Zhang 007; Steven C. H. Hoi; Fugee Tsung (ACM Trans. Knowl. Discov. Data, 2020)

Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting. - Weiqi Zhang; Chen Zhang 007; Fugee Tsung (CASE, 2021)

Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach. - Bingjie He; Shukai Li; Chen Zhang 007; Baihua Zheng; Fugee Tsung (ECML/PKDD (1), 2021)

GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning. - Weiqi Zhang; Chen Zhang 007; Fugee Tsung (IJCAI, 2022)

Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. - Ziyue Li 002; Hao Yan; Chen Zhang 007; Fugee Tsung (Data Min. Knowl. Discov., 2022)

A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment. - Chen Zhang 007; Jun Long Lim; Ouyang Liu; Aayush Madan; Yongwei Zhu; Shili Xiang; Kai Wu 004; Rebecca Yen-Ni Wong; Eugene Phua Jiliang; Karan M. Sabnani; Keng Boon Siah; Wenyu Jiang; et al. (IEEE Trans Autom. Sci. Eng., 2022)

Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model. - Hui Wu; Chen Zhang 007; Yan-Fu Li (Technometrics, 2022)

Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization. - Xing Yang 003; Chen Zhang 007; Baihua Zheng (ACM Trans. Knowl. Discov. Data, 2022)

Dynamic Causal Graph Convolutional Network for Traffic Prediction. - Junpeng Lin; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Rui Zhao 001; Chen Zhang 007 (CASE, 2023)

Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. - Ziyue Li 002; Hao Yan; Chen Zhang 007; Wolfgang Ketter; Fugee Tsung (GeoAI@SIGSPATIAL, 2023)

MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. - Tian Lan; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Man Li 003; Fugee Tsung; Wolfgang Ketter; Rui Zhao 001; Chen Zhang 007 (KDD, 2023)

Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering. - Ziyue Li 002; Hao Yan; Chen Zhang 007; Andi Wang 001; Wolfgang Ketter; Lijun Sun 001; Fugee Tsung (CoRR, 2023)

Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. - Ziyue Li 002; Hao Yan; Chen Zhang 007; Lijun Sun 001; Wolfgang Ketter; Fugee Tsung (CoRR, 2023)

A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling. - Jie Guo; Hao Yan; Chen Zhang 007 (Technometrics, 2023)

Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach. - Chen Zhang 007; Baihua Zheng; Fugee Tsung (Data Min. Knowl. Discov., 2023)

Deep Reinforcement Learning for Dynamic Opportunistic Maintenance of Multi-Component Systems With Load Sharing. - Chen Zhang 007; Yan-Fu Li; David W. Coit (IEEE Trans. Reliab., 2023)

A Cluster-Oriented Bayesian Network Approach for Mixed-Type Event Prediction With Application in Order Logistics. - Xing Yang 003; Hui Cao; Chen Zhang 007 (IEEE Trans. Ind. Informatics, 2023)

Deep Cascade-Learning Model via Recurrent Attention for Immunofixation Electrophoresis Image Analysis. - Xuming An; Pengchang Li; Chen Zhang 007 (IEEE Trans. Medical Imaging, 2023)

A Hidden Markov Model for Condition Monitoring of Time Series Data in Complex Network Systems. - Wanshan Li; Chen Zhang 007 (IEEE Trans. Reliab., 2023)

Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. - Jiuyun Hu; Ziyue Li 002; Chen Zhang 007; Fugee Tsung; Hao Yan (CoRR, 2024)

XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More. - Xiaochuan Gou; Ziyue Li 002; Tian Lan; Junpeng Lin; Zhishuai Li; Bingyu Zhao; Chen Zhang 007; Di Wang 015; Xiangliang Zhang 001 (CoRR, 2024)

A study on the prediction of service reliability of wireless telecommunication system via distribution regression. - Yan-Fu Li; Wei Zhao; Chen Zhang 007; Jiantao Ye; Huiru He (Reliab. Eng. Syst. Saf., 2024)

Distributionally robust resilience optimization of post-disaster power system considering multiple uncertainties. - Chen Zhang 007; Yan-Fu Li; Hanxiao Zhang; Yujin Wang; Yuelong Huang; Jianyu Xu (Reliab. Eng. Syst. Saf., 2024)

Coupled Epidemic-Information Propagation With Stranding Mechanism on Multiplex Metapopulation Networks. - Xuming An; Chen Zhang 007; Lin Hou; Kaibo Wang (IEEE Trans. Comput. Soc. Syst., 2024)

Heterogeneous Multivariate Functional Time Series Modeling: A State Space Approach. - Peiyao Liu; Junpeng Lin; Chen Zhang 007 (IEEE Trans. Knowl. Data Eng., 2024)

Multi-Scenario Cellular KPI Prediction Based on Spatiotemporal Graph Neural Network. - Junpeng Lin; Tian Lan; Bo Zhang; Ke Lin; Dandan Miao; Huiru He; Jiantao Ye; Chen Zhang 007; Yan-Fu Li (IEEE Trans Autom. Sci. Eng., 2025)

Nonlinear Causal Discovery via Dynamic Latent Variables. - Xing Yang 003; Tian Lan; Hao Qiu; Chen Zhang 007 (IEEE Trans Autom. Sci. Eng., 2025)

A Deep Reinforcement Learning Method Solving Bilevel Optimization for Product Design Considering Remanufacturing. - Yujie Ma; Xin Xia; Jie Guo; Chen Zhang 007 (IEEE Trans. Engineering Management, 2025)

Wavelet-based Disentangled Adaptive Normalization for Non-stationary Times Series Forecasting. - Junpeng Lin; Tian Lan; Bo Zhang; Ke Lin; Dandan Miao; Huiru He; Jiantao Ye; Chen Zhang 007; Yan-fu Li (CoRR, 2025)