Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis. - Ruixiang Sun 002; Fugee Tsung; Liangsheng Qu (IDEAL, 2000)

Impact of information sharing on statistical quality control. - Fugee Tsung (IEEE Trans. Syst. Man Cybern. Part A, 2000)

Proportional Integral Derivative Charts for Process Monitoring. - Wei Jiang; Huaiqing Wu; Fugee Tsung; Vijayan N. Nair; Kwok-Leung Tsui (Technometrics, 2002)

Monitoring Multivariate Processes Using an Adaptive T2 Chart. - Kaibo Wang; Fugee Tsung (SMC, 2006)

A Comparative Study of Joint Monitoring Schemes for APC Processes. - Wei Jiang; Lianjie Shu; Fugee Tsung (Qual. Reliab. Eng. Int., 2006)

Relationships Among Control Charts Used with Feedback Control. - George Runger; Murat Caner Testik; Fugee Tsung (Qual. Reliab. Eng. Int., 2006)

Evolving kernel principal component analysis for fault diagnosis. - Ruixiang Sun 002; Fugee Tsung; Liangsheng Qu (Comput. Ind. Eng., 2007)

Pushing Quality Improvement Along Supply Chains. - Kaijie Zhu; Rachel Q. Zhang; Fugee Tsung (Manag. Sci., 2007)

Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes. - Changliang Zou; Fugee Tsung; Zhaojun Wang (Technometrics, 2007)

Monitoring autocorrelated processes using variable sampling schemes at fixed-times. - Changliang Zou; Zhaojun Wang; Fugee Tsung (Qual. Reliab. Eng. Int., 2008)

A Change Point Approach for Phase I Analysis in Multistage Processes. - Changliang Zou; Fugee Tsung; Yukun Liu (Technometrics, 2008)

Monitoring Profiles Based on Nonparametric Regression Methods. - Changliang Zou; Fugee Tsung; Zhaojun Wang (Technometrics, 2008)

Adaptive charting schemes based on double sequential probability ratio tests. - Yan Li; Xiaolong Pu; Fugee Tsung (Qual. Reliab. Eng. Int., 2009)

An improved run-to-run process control scheme for categorical observations with misclassification errors. - Yanfen Shang; Kaibo Wang; Fugee Tsung (Qual. Reliab. Eng. Int., 2009)

An adaptive dimension reduction scheme for monitoring feedback-controlled processes. - Kaibo Wang; Fugee Tsung (Qual. Reliab. Eng. Int., 2009)

False Discovery Rate-Adjusted Charting Schemes for Multistage Process Monitoring and Fault Identification. - Yanting Li; Fugee Tsung (Technometrics, 2009)

Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables. - Hsiuying Wang; Fugee Tsung (Technometrics, 2009)

Editorial - INFORMS 2009 annual meeting. - Jing Li 023; Fugee Tsung (Qual. Reliab. Eng. Int., 2010)

Comment. - Fugee Tsung (Technometrics, 2010)

A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control. - Changliang Zou; Wei Jiang; Fugee Tsung (Technometrics, 2011)

A Multivariate Sign EWMA Control Chart. - Changliang Zou; Fugee Tsung (Technometrics, 2011)

Statistical Quality Control: Recent Advances. - Fugee Tsung; Yanfen Shang; Xianghui Ning (International Encyclopedia of Statistical Science, 2011)

Foreword. - L. Jeff Hong; Xiangtong Qi; Fugee Tsung (Ann. Oper. Res., 2012)

LASSO-based multivariate linear profile monitoring. - Changliang Zou; Xianghui Ning; Fugee Tsung (Ann. Oper. Res., 2012)

Multiple Attribute Control Charts with False Discovery Rate Control. - Yanting Li; Fugee Tsung (Qual. Reliab. Eng. Int., 2012)

Shape deviation modeling for fused deposition modeling processes. - Suoyuan Song; Andi Wang 001; Qiang Huang 001; Fugee Tsung (CASE, 2014)

LASSO-based diagnosis scheme for multistage processes with binary data. - Yanfen Shang; Xuemin Zi; Fugee Tsung; Zhen He 001 (Comput. Ind. Eng., 2014)

A general framework for monitoring complex processes with both in-control and out-of-control information. - Chi Zhang; Fugee Tsung; Changliang Zou (Comput. Ind. Eng., 2015)

A control scheme for autocorrelated bivariate binomial data. - Zhen He 001; Zhiqiong Wang; Fugee Tsung; Yanfen Shang (Comput. Ind. Eng., 2016)

Statistical Monitoring of Service Levels and Staffing Adjustments for Call Centers. - Junxiang Li; Yafen Liu; Fugee Tsung; Jiazhen Huo; Qiang Su (Qual. Reliab. Eng. Int., 2016)

A robust self-starting spatial rank multivariate EWMA chart based on forward variable selection. - Wendong Li; Xiaolong Pu; Fugee Tsung; Dongdong Xiang (Comput. Ind. Eng., 2017)

Ordinal profile monitoring with random explanatory variables. - Dong Ding; Fugee Tsung; Jian Li 023 (Int. J. Prod. Res., 2017)

A phase I multi-modelling approach for profile monitoring of signal data. - Marco Grasso; Bianca Maria Colosimo; Fugee Tsung (Int. J. Prod. Res., 2017)

A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing. - Longwei Cheng; Fugee Tsung; Andi Wang 001 (IEEE Robotics Autom. Lett., 2017)

In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes. - Andi Wang 001; Suoyuan Song; Qiang Huang 001; Fugee Tsung (IEEE Trans Autom. Sci. Eng., 2017)

Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test. - Dongdong Xiang; Fugee Tsung; Xiaolong Pu (Technometrics, 2017)

Adaptive monitoring of multimodal data. - Kai Wang 046; Jian Li 023; Fugee Tsung (Comput. Ind. Eng., 2018)

A robust CUSUM scheme with a weighted likelihood ratio to monitor an overdispersed counting process. - Miaomiao Yu; Chunjie Wu; Zhijun Wang; Fugee Tsung (Comput. Ind. Eng., 2018)

Registration-free monitoring of multimode near-circular shape profiles. - Kai Wang 046; Jian Li 023; Fugee Tsung (Qual. Reliab. Eng. Int., 2018)

Monitoring of power consumption requirement load process and price adjustment for smart grid. - Bingjie He; Junxiang Li; Fugee Tsung; Yan Gao 019; Jingxin Dong 001; Yazheng Dang (Comput. Ind. Eng., 2019)

Real-time quality monitoring and diagnosis for manufacturing process profiles based on deep belief networks. - Yumin Liu; Haofei Zhou; Fugee Tsung; Shuai Zhang (Comput. Ind. Eng., 2019)

Stability conditions and robustness analysis of a general MMSE run-to-run controller. - Sheng-Tsaing Tseng; Fugee Tsung; Jo-Hua Wu (IISE Trans., 2019)

The internet of things for smart manufacturing: A review. - Hui Yang 003; Soundar R. T. Kumara; Satish T. S. Bukkapatnam; Fugee Tsung (IISE Trans., 2019)

Monitoring the data quality of data streams using a two-step control scheme. - Miaomiao Yu; Chunjie Wu; Fugee Tsung (IISE Trans., 2019)

Economic parameter design for ultra-fast laser micro-drilling process. - Jianjun Wang 005; Yizhong Ma; Fugee Tsung; Gang Chang; Yiliu Tu (Int. J. Prod. Res., 2019)

A control scheme for monitoring process covariance matrices with more variables than observations. - Zhonghua Li; Fugee Tsung (Qual. Reliab. Eng. Int., 2019)

A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data. - Kai Wang 046; Fugee Tsung (IEEE Trans Autom. Sci. Eng., 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)

Change detection of profile with jumps and its application to 3D printing. - Dongdong Xiang; Fugee Tsung; Xiaolong Pu; Wendong Li (Comput. Ind. Eng., 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)

Configuration-Based Smart Customization Service: A Multitask Learning Approach. - Yue Wang 042; Xiang Li; Fugee Tsung (IEEE Trans Autom. Sci. Eng., 2020)

A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control. - Wendong Li; Dongdong Xiang; Fugee Tsung; Xiaolong Pu (Technometrics, 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)

A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test. - Xin Lai 003; Xiao Li; Liu Liu 002; Fugee Tsung; Paul B. S. Lai; Jiayin Wang; Xuanping Zhang; Xiaoyan Zhu 003; Jiaqi Liu (Comput. Ind. Eng., 2021)

A hybrid transfer learning framework for in-plane freeform shape accuracy control in additive manufacturing. - Longwei Cheng; Kai Wang 046; Fugee Tsung (IISE Trans., 2021)

Hierarchical sparse functional principal component analysis for multistage multivariate profile data. - Kai Wang 046; Fugee Tsung (IISE Trans., 2021)

Nonparametric monitoring of multivariate data via KNN learning. - Wendong Li; Chi Zhang; Fugee Tsung; Yajun Mei (Int. J. Prod. Res., 2021)

Sparse and Structured Function-on-Function Quality Predictive Modeling by Hierarchical Variable Selection and Multitask Learning. - Kai Wang 046; Fugee Tsung (IEEE Trans. Ind. Informatics, 2021)

Attention-based Representation Learning for Time Series with Principal and Residual Space Monitoring. - Botao Wang; Fugee Tsung; Hao Yan (CASE, 2022)

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

Latent Augmentation For Better Graph Self-Supervised Learning. - Jiashun Cheng; Man Li 003; Jia Li 009; Fugee Tsung (CoRR, 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)

Bayesian cross-product quality control via transfer learning. - Kai Wang 046; Fugee Tsung (Int. J. Prod. Res., 2022)

Directional PCA for Fast Detection and Accurate Diagnosis: A Unified Framework. - Jian Li 023; Dong Ding; Fugee Tsung (IEEE Trans. Cybern., 2022)

Sparse and Robust Multivariate Functional Principal Component Analysis for Passenger Flow Pattern Discovery in Metro Systems. - Kai Wang 046; Fugee Tsung (IEEE Trans. Intell. Transp. Syst., 2022)

Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. - Ziyue Li 002; Hao Yan; Fugee Tsung; Ke Zhang (ACM Trans. Knowl. Discov. Data, 2022)

Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning. - Jiashun Cheng; Man Li 003; Jia Li 009; Fugee Tsung (AAAI, 2023)

Handling Missing Data via Max-Entropy Regularized Graph Autoencoder. - Ziqi Gao; Yifan Niu; Jiashun Cheng; Jianheng Tang; Lanqing Li; Tingyang Xu; Peilin Zhao; Fugee Tsung; Jia Li 009 (AAAI, 2023)

Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax. - Yang Liu 165; Yu Rong 001; Zhuoning Guo; Nuo Chen 001; Tingyang Xu; Fugee Tsung; Jia Li 009 (AAAI, 2023)

A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network. - Min Jiang; Andi Wang 001; Ziyue Li 002; Fugee Tsung (CASE, 2023)

Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. - Luxuan Wang; Lei Bai 001; Ziyue Li 002; Rui Zhao 001; Fugee Tsung (CASE, 2023)

A Co-training Approach for Noisy Time Series Learning. - Weiqi Zhang; Jianfeng Zhang; Jia Li 009; Fugee Tsung (CIKM, 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)

Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport. - Jianheng Tang; Weiqi Zhang; Jiajin Li; Kangfei Zhao; Fugee Tsung; Jia Li 009 (ICDE, 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)

Deep Insights into Noisy Pseudo Labeling on Graph Data. - Botao Wang; Jia Li 009; Yang Liu 165; Jiashun Cheng; Yu Rong 001; Wenjia Wang; Fugee Tsung (NeurIPS, 2023)

Missing Data Imputation with Graph Laplacian Pyramid Network. - Weiqi Zhang; Guanlve Li; Jianheng Tang; Jia Li 009; Fugee Tsung (CoRR, 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)

Physics-Inspired Neural Graph ODE for Long-term Dynamical Simulation. - Yang Liu 165; Jiashun Cheng; Haihong Zhao; Tingyang Xu; Peilin Zhao; Fugee Tsung; Jia Li 009; Yu Rong 001 (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)

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)

A Phase II score-based distribution-free method for jointly monitoring location and scale. - Dong Ding; Jian Li 023; Fugee Tsung; Yang Li (Qual. Reliab. Eng. Int., 2023)

FIT3D: Real-time Flatness Inspection Algorithm for Ceramic Tiles using the Structured Light 3D Scanner. - Yukun Xie; Juan Du 009; Fugee Tsung; Peng Wan; Guanghua Xu (CASE, 2024)

Data Imputation from the Perspective of Graph Dirichlet Energy. - Weiqi Zhang; Guanlue Li; Jianheng Tang; Jia Li 009; Fugee Tsung (CIKM, 2024)

An Incremental Unified Framework for Small Defect Inspection. - Jiaqi Tang 005; Hao Lu 009; Xiaogang Xu 002; Ruizheng Wu; Sixing Hu; Tong Zhang 001; Tsz Wa Cheng; Ming Ge; Ying-Cong Chen; Fugee Tsung (ECCV (31), 2024)

SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases. - Yang Liu 165; Jiashun Cheng; Haihong Zhao; Tingyang Xu; Peilin Zhao; Fugee Tsung; Jia Li 009; Yu Rong 001 (ICLR, 2024)

Behind Gazing: Exploring Boundary Violations Caused by Cognitive Differences. - Jia-Qi Shi; Haichuan Lin; Yi-Xiong Wang; Fugee Tsung (VINCI, 2024)

DBD-Diff: Defocus Blur Detection Using Semantic and Texture Correlation Guided Diffusion Model. - Jialu Li; Zhaohu Xing; Ruiqiang Xiao; Fugee Tsung; Lei Zhu 003 (VRCAI, 2024)

Tensor-based process control and monitoring for semiconductor manufacturing with unstable disturbances. - Yanrong Li; Juan Du 009; Fugee Tsung; Wei Jiang (CoRR, 2024)

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)

A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model. - Jiexia Ye; Weiqi Zhang; Ke Yi 003; Yongzi Yu; Ziyue Li 002; Jia Li 009; Fugee Tsung (CoRR, 2024)

DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation. - Weiqi Zhang; Jiexia Ye; Ziyue Li 002; Jia Li 009; Fugee Tsung (CoRR, 2024)

Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast. - Man Li 003; Ziyue Li 002; Lijun Sun 001; Fugee Tsung (CoRR, 2024)

Toward Physics-guided Time Series Embedding. - Jiaxi Hu; Bowen Zhang; Qingsong Wen; Fugee Tsung; Yuxuan Liang (CoRR, 2024)

MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification. - Yin Li; Liangwei Wang 001; Shiyuan Piao; Boo-Ho Yang; Ziyue Li 002; Wei Zeng 004; Fugee Tsung (CoRR, 2024)

Graph Pre-Training Models Are Strong Anomaly Detectors. - Jiashun Cheng; Zinan Zheng; Yang Liu 165; Jianheng Tang; Hongwei Wang; Yu Rong 001; Jia Li 009; Fugee Tsung (CoRR, 2024)

LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting. - Lingzheng Zhang; Lifeng Shen; Yimin Zheng; Shiyuan Piao; Ziyue Li 002; Fugee Tsung (CoRR, 2024)

Wind Power Forecasting Based on a Spatial-Temporal Graph Convolution Network With Limited Engineering Knowledge. - Luo Yang; Fugee Tsung; Kaibo Wang; Jie Zhou (IEEE Trans. Instrum. Meas., 2024)

Parameter-Efficient Fine-Tuning via Circular Convolution. - Aochuan Chen; Jiashun Cheng; Zijing Liu; Ziqi Gao; Fugee Tsung; Yu Li 003; Jia Li 009 (ACL (Findings), 2025)

Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps. - Jiashun Cheng; Aochuan Chen; Nuo Chen 001; Ziqi Gao; Yuhan Li 001; Jia Li 009; Fugee Tsung (ACL (Findings), 2025)

Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations. - Hanfang Lyu; Xiaoyu Wang; Nandi Zhang; Shuai Ma; Qian Zhu 010; Yuhan Luo; Fugee Tsung; Xiaojuan Ma (CHI, 2025)

Agent-Oriented Planning in Multi-Agent Systems. - Ao Li; Yuexiang Xie; Songze Li; Fugee Tsung; Bolin Ding; Yaliang Li (ICLR, 2025)

CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer. - Yang Liu 165; Zinan Zheng; Jiashun Cheng; Fugee Tsung; Deli Zhao; Yu Rong 001; Jia Li 009 (ICLR, 2025)

Heterophilic Graph Neural Networks Optimization with Causal Message-passing. - Botao Wang; Jia Li 009; Heng Chang; Keli Zhang; Fugee Tsung (WSDM, 2025)

Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation. - Ryotaro Shimizu; Takashi Wada 001; Yu Wang 170; Johannes Kruse 002; Sean O'Brien; Sai Htaung Kham; Linxin Song; Yuya Yoshikawa; Yuki Saito 002; Fugee Tsung; Masayuki Goto; Julian J. McAuley (WWW, 2025)

VizTA: Enhancing Comprehension of Distributional Visualization with Visual-Lexical Fused Conversational Interface. - Liangwei Wang 001; Zhan Wang 001; Shishi Xiao; Le Liu 008; Fugee Tsung; Wei Zeng 004 (Comput. Graph. Forum, 2025)

CRULP: Reliable RUL Estimation Inspired by Conformal Prediction. - Shiyuan Piao; Ruyi Huang; Fugee Tsung (IEEE Trans. Instrum. Meas., 2025)

Vibration Analysis and Mitigation in Semiconductor Motion Stages Using DMAIC Methodology- A Case Study. - Yin Li; Hua Chen; Fugee Tsung (CoRR, 2025)

Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification. - Jiexia Ye; Weiqi Zhang; Ziyue Li 002; Jia Li 009; Fugee Tsung (CoRR, 2025)

Antarctica storytelling: creating interactive story maps for polar regions with graphic-based approach. - Liangwei Wang 001; Zhan Wang 001; Xi Zhao 003; Fugee Tsung; Wei Zeng 004 (Vis. Comput., 2025)

A Pre-Training and Adaptive Fine-Tuning Framework for Graph Anomaly Detection. - Yunhui Liu 002; Jiashun Cheng; Jia Li 009; Fugee Tsung; Hongzhi Yin; Tieke He (CoRR, 2025)

Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models. - Ling Li; Yao Zhou; Yuxuan Liang; Fugee Tsung; Jiaheng Wei (CoRR, 2025)