Fugee Tsung

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 72

Top Topics

Transfer Learning

Top Venues

Comput. Ind. Eng.

Int. J. Prod. Res.

Publications

Jiuyun Hu, Ziyue Li, Chen Zhang, Fugee Tsung, Hao Yan
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. CoRR (2024)
Jiexia Ye, Weiqi Zhang, Ke Yi, Yongzi Yu, Ziyue Li, Jia Li, Fugee Tsung
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model. CoRR (2024)
Yanrong Li, Juan Du, Fugee Tsung, Wei Jiang
Tensor-based process control and monitoring for semiconductor manufacturing with unstable disturbances. CoRR (2024)
Yang Liu, Jiashun Cheng, Haihong Zhao, Tingyang Xu, Peilin Zhao, Fugee Tsung, Jia Li, Yu Rong
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases. ICLR (2024)
Luo Yang, Fugee Tsung, Kaibo Wang, Jie Zhou
Wind Power Forecasting Based on a Spatial-Temporal Graph Convolution Network With Limited Engineering Knowledge. IEEE Trans. Instrum. Meas. 73 (2024)
Weiqi Zhang, Jiexia Ye, Ziyue Li, Jia Li, Fugee Tsung
DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation. CoRR (2024)
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. CoRR (2023)
Botao Wang, Jia Li, Yang Liu, Jiashun Cheng, Yu Rong, Wenjia Wang, Fugee Tsung
Deep Insights into Noisy Pseudo Labeling on Graph Data. CoRR (2023)
Botao Wang, Jia Li, Yang Liu, Jiashun Cheng, Yu Rong, Wenjia Wang, Fugee Tsung
Deep Insights into Noisy Pseudo Labeling on Graph Data. NeurIPS (2023)
Weiqi Zhang, Guanlve Li, Jianheng Tang, Jia Li, Fugee Tsung
Missing Data Imputation with Graph Laplacian Pyramid Network. CoRR (2023)
Yang Liu, Jiashun Cheng, Haihong Zhao, Tingyang Xu, Peilin Zhao, Fugee Tsung, Jia Li, Yu Rong
Physics-Inspired Neural Graph ODE for Long-term Dynamical Simulation. CoRR (2023)
Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung
Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering. CoRR (2023)
Jianheng Tang, Weiqi Zhang, Jiajin Li, Kangfei Zhao, Fugee Tsung, Jia Li
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport. CoRR (2023)
Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CoRR (2023)
Dong Ding, Jian Li, Fugee Tsung, Yang Li
A Phase II score-based distribution-free method for jointly monitoring location and scale. Qual. Reliab. Eng. Int. 39 (7) (2023)
Weiqi Zhang, Jianfeng Zhang, Jia Li, Fugee Tsung
A Co-training Approach for Noisy Time Series Learning. CIKM (2023)
Jianheng Tang, Weiqi Zhang, Jiajin Li, Kangfei Zhao, Fugee Tsung, Jia Li
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport. ICDE (2023)
Ziyue Li, Hao Yan, Chen Zhang, Wolfgang Ketter, Fugee Tsung
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. GeoAI@SIGSPATIAL (2023)
Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CASE (2023)
Jiashun Cheng, Man Li, Jia Li, Fugee Tsung
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning. AAAI (2023)
Chen Zhang, Baihua Zheng, Fugee Tsung
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach. Data Min. Knowl. Discov. 37 (3) (2023)
Yang Liu, Yu Rong, Zhuoning Guo, Nuo Chen, Tingyang Xu, Fugee Tsung, Jia Li
Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax. AAAI (2023)
Weiqi Zhang, Jianfeng Zhang, Jia Li, Fugee Tsung
A Co-training Approach for Noisy Time Series Learning. CoRR (2023)
Ziyue Li, Hao Yan, Chen Zhang, Lijun Sun, Wolfgang Ketter, Fugee Tsung
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. CoRR (2023)
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. KDD (2023)
Ziqi Gao, Yifan Niu, Jiashun Cheng, Jianheng Tang, Lanqing Li, Tingyang Xu, Peilin Zhao, Fugee Tsung, Jia Li
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder. AAAI (2023)
Min Jiang, Andi Wang, Ziyue Li, Fugee Tsung
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network. CASE (2023)
Jiaqi Tang, Hao Lu, Xiaogang Xu, Ruizheng Wu, Sixing Hu, Tong Zhang, Tsz Wa Cheng, Ming Ge, Ying-Cong Chen, Fugee Tsung
An Incremental Unified Framework for Small Defect Inspection. CoRR (2023)
Ziyue Li, Hao Yan, Fugee Tsung, Ke Zhang
Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Jiashun Cheng, Man Li, Jia Li, Fugee Tsung
Latent Augmentation For Better Graph Self-Supervised Learning. CoRR (2022)
Botao Wang, Fugee Tsung, Hao Yan
Attention-based Representation Learning for Time Series with Principal and Residual Space Monitoring. CASE (2022)
Weiqi Zhang, Chen Zhang, Fugee Tsung
GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning. IJCAI (2022)
Kai Wang, Fugee Tsung
Sparse and Robust Multivariate Functional Principal Component Analysis for Passenger Flow Pattern Discovery in Metro Systems. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. Data Min. Knowl. Discov. 36 (4) (2022)
Jian Li, Dong Ding, Fugee Tsung
Directional PCA for Fast Detection and Accurate Diagnosis: A Unified Framework. IEEE Trans. Cybern. 52 (11) (2022)
Kai Wang, Fugee Tsung
Bayesian cross-product quality control via transfer learning. Int. J. Prod. Res. 60 (3) (2022)
Yang Liu, Yu Rong, Zhuoning Guo, Nuo Chen, Tingyang Xu, Fugee Tsung, Jia Li
Human Mobility Modeling During the COVID-19 Pandemic via Deep Graph Diffusion Infomax. CoRR (2022)
Ziqi Gao, Yifan Niu, Jiashun Cheng, Jianheng Tang, Tingyang Xu, Peilin Zhao, Lanqing Li, Fugee Tsung, Jia Li
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder. CoRR (2022)
Wendong Li, Chi Zhang, Fugee Tsung, Yajun Mei
Nonparametric monitoring of multivariate data via KNN learning. Int. J. Prod. Res. 59 (20) (2021)
Kai Wang, Fugee Tsung
Sparse and Structured Function-on-Function Quality Predictive Modeling by Hierarchical Variable Selection and Multitask Learning. IEEE Trans. Ind. Informatics 17 (10) (2021)
Xin Lai, Xiao Li, Liu Liu, Fugee Tsung, Paul B. S. Lai, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Jiaqi Liu
A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test. Comput. Ind. Eng. 160 (2021)
Kai Wang, Fugee Tsung
Hierarchical sparse functional principal component analysis for multistage multivariate profile data. IISE Trans. 53 (1) (2021)
Bingjie He, Shukai Li, Chen Zhang, Baihua Zheng, Fugee Tsung
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach. ECML/PKDD (1) (2021)
Weiqi Zhang, Chen Zhang, Fugee Tsung
Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting. CASE (2021)
Longwei Cheng, Kai Wang, Fugee Tsung
A hybrid transfer learning framework for in-plane freeform shape accuracy control in additive manufacturing. IISE Trans. 53 (3) (2021)
Chen Zhang, Steven C. H. Hoi, Fugee Tsung
Time-Warped Sparse Non-negative Factorization for Functional Data Analysis. ACM Trans. Knowl. Discov. Data 14 (6) (2020)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. CoRR (2020)
Wendong Li, Dongdong Xiang, Fugee Tsung, Xiaolong Pu
A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control. Technometrics 62 (1) (2020)
Yue Wang, Xiang Li, Fugee Tsung
Configuration-Based Smart Customization Service: A Multitask Learning Approach. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. AAAI (2020)
Dongdong Xiang, Fugee Tsung, Xiaolong Pu, Wendong Li
Change detection of profile with jumps and its application to 3D printing. Comput. Ind. Eng. 139 (2020)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. IEEE Robotics Autom. Lett. 5 (4) (2020)
Zhonghua Li, Fugee Tsung
A control scheme for monitoring process covariance matrices with more variables than observations. Qual. Reliab. Eng. Int. 35 (1) (2019)
Hui Yang, Soundar R. T. Kumara, Satish T. S. Bukkapatnam, Fugee Tsung
The internet of things for smart manufacturing: A review. IISE Trans. 51 (11) (2019)
Bingjie He, Junxiang Li, Fugee Tsung, Yan Gao, Jingxin Dong, Yazheng Dang
Monitoring of power consumption requirement load process and price adjustment for smart grid. Comput. Ind. Eng. 137 (2019)
Jianjun Wang, Yizhong Ma, Fugee Tsung, Gang Chang, Yiliu Tu
Economic parameter design for ultra-fast laser micro-drilling process. Int. J. Prod. Res. 57 (20) (2019)
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction. CoRR (2019)
Miaomiao Yu, Chunjie Wu, Fugee Tsung
Monitoring the data quality of data streams using a two-step control scheme. IISE Trans. 51 (9) (2019)
Kai Wang, Fugee Tsung
A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data. IEEE Trans Autom. Sci. Eng. 16 (4) (2019)
Sheng-Tsaing Tseng, Fugee Tsung, Jo-Hua Wu
Stability conditions and robustness analysis of a general MMSE run-to-run controller. IISE Trans. 51 (11) (2019)
Yumin Liu, Haofei Zhou, Fugee Tsung, Shuai Zhang
Real-time quality monitoring and diagnosis for manufacturing process profiles based on deep belief networks. Comput. Ind. Eng. 136 (2019)
Miaomiao Yu, Chunjie Wu, Zhijun Wang, Fugee Tsung
A robust CUSUM scheme with a weighted likelihood ratio to monitor an overdispersed counting process. Comput. Ind. Eng. 126 (2018)
Kai Wang, Jian Li, Fugee Tsung
Registration-free monitoring of multimode near-circular shape profiles. Qual. Reliab. Eng. Int. 34 (4) (2018)
Kai Wang, Jian Li, Fugee Tsung
Adaptive monitoring of multimodal data. Comput. Ind. Eng. 125 (2018)
Dongdong Xiang, Fugee Tsung, Xiaolong Pu
Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test. Technometrics 59 (4) (2017)
Andi Wang, Suoyuan Song, Qiang Huang, Fugee Tsung
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Longwei Cheng, Fugee Tsung, Andi Wang
A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing. IEEE Robotics Autom. Lett. 2 (4) (2017)
Marco Grasso, Bianca Maria Colosimo, Fugee Tsung
A phase I multi-modelling approach for profile monitoring of signal data. Int. J. Prod. Res. 55 (15) (2017)
Wendong Li, Xiaolong Pu, Fugee Tsung, Dongdong Xiang
A robust self-starting spatial rank multivariate EWMA chart based on forward variable selection. Comput. Ind. Eng. 103 (2017)
Dong Ding, Fugee Tsung, Jian Li
Ordinal profile monitoring with random explanatory variables. Int. J. Prod. Res. 55 (3) (2017)
Junxiang Li, Yafen Liu, Fugee Tsung, Jiazhen Huo, Qiang Su
Statistical Monitoring of Service Levels and Staffing Adjustments for Call Centers. Qual. Reliab. Eng. Int. 32 (8) (2016)
Zhen He, Zhiqiong Wang, Fugee Tsung, Yanfen Shang
A control scheme for autocorrelated bivariate binomial data. Comput. Ind. Eng. 98 (2016)
Chi Zhang, Fugee Tsung, Changliang Zou
A general framework for monitoring complex processes with both in-control and out-of-control information. Comput. Ind. Eng. 85 (2015)
Yanfen Shang, Xuemin Zi, Fugee Tsung, Zhen He
LASSO-based diagnosis scheme for multistage processes with binary data. Comput. Ind. Eng. 72 (2014)
Suoyuan Song, Andi Wang, Qiang Huang, Fugee Tsung
Shape deviation modeling for fused deposition modeling processes. CASE (2014)
L. Jeff Hong, Xiangtong Qi, Fugee Tsung
Foreword. Ann. Oper. Res. 192 (1) (2012)
Yanting Li, Fugee Tsung
Multiple Attribute Control Charts with False Discovery Rate Control. Qual. Reliab. Eng. Int. 28 (8) (2012)
Changliang Zou, Xianghui Ning, Fugee Tsung
LASSO-based multivariate linear profile monitoring. Ann. Oper. Res. 192 (1) (2012)
Changliang Zou, Fugee Tsung
A Multivariate Sign EWMA Control Chart. Technometrics 53 (1) (2011)
Changliang Zou, Wei Jiang, Fugee Tsung
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control. Technometrics 53 (3) (2011)
Fugee Tsung
Comment. Technometrics 52 (3) (2010)
Jing Li, Fugee Tsung
Editorial - INFORMS 2009 annual meeting. Qual. Reliab. Eng. Int. 26 (7) (2010)
Kaibo Wang, Fugee Tsung
An adaptive dimension reduction scheme for monitoring feedback-controlled processes. Qual. Reliab. Eng. Int. 25 (3) (2009)
Yan Li, Xiaolong Pu, Fugee Tsung
Adaptive charting schemes based on double sequential probability ratio tests. Qual. Reliab. Eng. Int. 25 (1) (2009)
Yanting Li, Fugee Tsung
False Discovery Rate-Adjusted Charting Schemes for Multistage Process Monitoring and Fault Identification. Technometrics 51 (2) (2009)
Yanfen Shang, Kaibo Wang, Fugee Tsung
An improved run-to-run process control scheme for categorical observations with misclassification errors. Qual. Reliab. Eng. Int. 25 (4) (2009)
Hsiuying Wang, Fugee Tsung
Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables. Technometrics 51 (1) (2009)
Changliang Zou, Fugee Tsung, Yukun Liu
A Change Point Approach for Phase I Analysis in Multistage Processes. Technometrics 50 (3) (2008)
Changliang Zou, Fugee Tsung, Zhaojun Wang
Monitoring Profiles Based on Nonparametric Regression Methods. Technometrics 50 (4) (2008)
Changliang Zou, Zhaojun Wang, Fugee Tsung
Monitoring autocorrelated processes using variable sampling schemes at fixed-times. Qual. Reliab. Eng. Int. 24 (1) (2008)
Kaijie Zhu, Rachel Q. Zhang, Fugee Tsung
Pushing Quality Improvement Along Supply Chains. Manag. Sci. 53 (3) (2007)
Ruixiang Sun, Fugee Tsung, Liangsheng Qu
Evolving kernel principal component analysis for fault diagnosis. Comput. Ind. Eng. 53 (2) (2007)
Changliang Zou, Fugee Tsung, Zhaojun Wang
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes. Technometrics 49 (4) (2007)
George Runger, Murat Caner Testik, Fugee Tsung
Relationships Among Control Charts Used with Feedback Control. Qual. Reliab. Eng. Int. 22 (8) (2006)
Wei Jiang, Lianjie Shu, Fugee Tsung
A Comparative Study of Joint Monitoring Schemes for APC Processes. Qual. Reliab. Eng. Int. 22 (8) (2006)
Kaibo Wang, Fugee Tsung
Monitoring Multivariate Processes Using an Adaptive T2 Chart. SMC (2006)
Wei Jiang, Huaiqing Wu, Fugee Tsung, Vijayan N. Nair, Kwok-Leung Tsui
Proportional Integral Derivative Charts for Process Monitoring. Technometrics 44 (3) (2002)
Fugee Tsung
Impact of information sharing on statistical quality control. IEEE Trans. Syst. Man Cybern. Part A 30 (2) (2000)
Ruixiang Sun, Fugee Tsung, Liangsheng Qu
Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis. IDEAL (2000)