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Fugee Tsung
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2020 – today
- 2024
- [j61]Luo Yang
, Fugee Tsung
Wind Power Forecasting Based on a Spatial-Temporal Graph Convolution Network With Limited Engineering Knowledge. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [c23]Yukun Xie, Juan Du, Fugee Tsung, Peng Wan, Guanghua Xu:
FIT3D: Real-time Flatness Inspection Algorithm for Ceramic Tiles using the Structured Light 3D Scanner. CASE 2024: 897-903 - [c22]Weiqi Zhang, Guanlue Li, Jianheng Tang, Jia Li, Fugee Tsung:
Data Imputation from the Perspective of Graph Dirichlet Energy. CIKM 2024: 3237-3247 - [c21]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. ECCV (31) 2024: 307-324 - [c20]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 - [c19]Jia-Qi Shi, Haichuan Lin, Yi-Xiong Wang, Fugee Tsung:
Behind Gazing: Exploring Boundary Violations Caused by Cognitive Differences. VINCI 2024: 21:1-21:8 - [i22]Yanrong Li, Juan Du, Fugee Tsung, Wei Jiang:
Tensor-based process control and monitoring for semiconductor manufacturing with unstable disturbances. CoRR abs/2401.17573 (2024) - [i21]Jiuyun Hu, Ziyue Li
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. CoRR abs/2404.04403 (2024) - [i20]Jiexia Ye, Weiqi Zhang, Ke Yi, Yongzi Yu, Ziyue Li
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model. CoRR abs/2405.02358 (2024) - [i19]Weiqi Zhang, Jiexia Ye, Ziyue Li, Jia Li, Fugee Tsung:
DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation. CoRR abs/2406.06620 (2024) - [i18]Man Li, Ziyue Li, Lijun Sun, Fugee Tsung:
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast. CoRR abs/2409.15200 (2024) - [i17]Ao Li, Yuexiang Xie, Songze Li, Fugee Tsung, Bolin Ding, Yaliang Li:
Agent-Oriented Planning in Multi-Agent Systems. CoRR abs/2410.02189 (2024) - [i16]Jiaxi Hu, Bowen Zhang, Qingsong Wen, Fugee Tsung, Yuxuan Liang:
Toward Physics-guided Time Series Embedding. CoRR abs/2410.06651 (2024) - 2023
- [j60]Chen Zhang
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach. Data Min. Knowl. Discov. 37(3): 1154-1208 (2023) - [j59]Dong Ding, Jian Li
A Phase II score-based distribution-free method for jointly monitoring location and scale. Qual. Reliab. Eng. Int. 39(7): 3030-3040 (2023) - [c18]Jiashun Cheng, Man Li, Jia Li, Fugee Tsung:
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning. AAAI 2023: 7131-7139 - [c17]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: 7651-7659 - [c16]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: 14347-14355 - [c15]Min Jiang, Andi Wang, Ziyue Li
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network. CASE 2023: 1-8 - [c14]Luxuan Wang, Lei Bai
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CASE 2023: 1-7 - [c13]Weiqi Zhang
A Co-training Approach for Noisy Time Series Learning. CIKM 2023: 3308-3318 - [c12]Ziyue Li
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. GeoAI@SIGSPATIAL 2023: 121-128 - [c11]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: 1638-1651 - [c10]Tian Lan
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. KDD 2023: 1188-1199 - [c9]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 - [i15]Jianheng Tang, Weiqi Zhang, Jiajin Li, Kangfei Zhao, Fugee Tsung, Jia Li:
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport. CoRR abs/2301.12721 (2023) - [i14]Weiqi Zhang, Guanlve Li, Jianheng Tang, Jia Li, Fugee Tsung:
Missing Data Imputation with Graph Laplacian Pyramid Network. CoRR abs/2304.04474 (2023) - [i13]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 abs/2306.02831 (2023) - [i12]Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung:
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CoRR abs/2306.06994 (2023) - [i11]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 abs/2306.13794 (2023) - [i10]Weiqi Zhang, Jianfeng Zhang, Jia Li, Fugee Tsung:
A Co-training Approach for Noisy Time Series Learning. CoRR abs/2308.12551 (2023) - [i9]Yang Liu, Jiashun Cheng, Haihong Zhao, Tingyang Xu
Physics-Inspired Neural Graph ODE for Long-term Dynamical Simulation. CoRR abs/2308.13212 (2023) - [i8]Botao Wang, Jia Li, Yang Liu, Jiashun Cheng, Yu Rong, Wenjia Wang, Fugee Tsung:
Deep Insights into Noisy Pseudo Labeling on Graph Data. CoRR abs/2310.01634 (2023) - [i7]Ziyue Li
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. CoRR abs/2310.20224 (2023) - [i6]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 abs/2312.08917 (2023) - 2022
- [j58]Ziyue Li
Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. Data Min. Knowl. Discov. 36(4): 1247-1278 (2022) - [j57]Kai Wang, Fugee Tsung:
Bayesian cross-product quality control via transfer learning. Int. J. Prod. Res. 60(3): 847-865 (2022) - [j56]Jian Li
Directional PCA for Fast Detection and Accurate Diagnosis: A Unified Framework. IEEE Trans. Cybern. 52(11): 11362-11372 (2022) - [j55]Kai Wang
Sparse and Robust Multivariate Functional Principal Component Analysis for Passenger Flow Pattern Discovery in Metro Systems. IEEE Trans. Intell. Transp. Syst. 23(7): 8367-8379 (2022) - [j54]Ziyue Li
Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. ACM Trans. Knowl. Discov. Data 16(6): 121:1-121:28 (2022) - [c8]Botao Wang
Attention-based Representation Learning for Time Series with Principal and Residual Space Monitoring. CASE 2022: 1833-1839 - [c7]Weiqi Zhang, Chen Zhang, Fugee Tsung:
GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning. IJCAI 2022: 2390-2397 - [i5]Jiashun Cheng, Man Li, Jia Li, Fugee Tsung:
Latent Augmentation For Better Graph Self-Supervised Learning. CoRR abs/2206.12933 (2022) - [i4]Ziqi Gao, Yifan Niu, Jiashun Cheng, Jianheng Tang, Tingyang Xu
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder. CoRR abs/2211.16771 (2022) - [i3]Yang Liu, Yu Rong, Zhuoning Guo, Nuo Chen, Tingyang Xu
Human Mobility Modeling During the COVID-19 Pandemic via Deep Graph Diffusion Infomax. CoRR abs/2212.05707 (2022) - 2021
- [j53]Xin Lai, Xiao Li
A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test. Comput. Ind. Eng. 160: 107568 (2021) - [j52]Kai Wang, Fugee Tsung
Hierarchical sparse functional principal component analysis for multistage multivariate profile data. IISE Trans. 53(1): 58-73 (2021) - [j51]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): 298-312 (2021) - [j50]Wendong Li, Chi Zhang, Fugee Tsung
Nonparametric monitoring of multivariate data via KNN learning. Int. J. Prod. Res. 59(20): 6311-6326 (2021) - [j49]Kai Wang
Sparse and Structured Function-on-Function Quality Predictive Modeling by Hierarchical Variable Selection and Multitask Learning. IEEE Trans. Ind. Informatics 17(10): 6720-6730 (2021) - [c6]Weiqi Zhang, Chen Zhang, Fugee Tsung:
Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting. CASE 2021: 1515-1520 - [c5]Bingjie He, Shukai Li, Chen Zhang, Baihua Zheng
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach. ECML/PKDD (1) 2021: 321-336 - 2020
- [j48]Dongdong Xiang, Fugee Tsung, Xiaolong Pu, Wendong Li
Change detection of profile with jumps and its application to 3D printing. Comput. Ind. Eng. 139: 106198 (2020) - [j47]Ziyue Li
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. IEEE Robotics Autom. Lett. 5(4): 5010-5017 (2020) - [j46]Yue Wang
Configuration-Based Smart Customization Service: A Multitask Learning Approach. IEEE Trans Autom. Sci. Eng. 17(4): 2038-2047 (2020) - [j45]Wendong Li, Dongdong Xiang, Fugee Tsung
A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control. Technometrics 62(1): 84-100 (2020) - [j44]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): 72:1-72:23 (2020) - [c4]Ziyue Li
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. AAAI 2020: 4804-4810 - [i2]Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung:
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. CoRR abs/2004.11022 (2020)
2010 – 2019
- 2019
- [j43]Yumin Liu, Haofei Zhou, Fugee Tsung
Real-time quality monitoring and diagnosis for manufacturing process profiles based on deep belief networks. Comput. Ind. Eng. 136: 494-503 (2019) - [j42]Bingjie He, Junxiang Li
Monitoring of power consumption requirement load process and price adjustment for smart grid. Comput. Ind. Eng. 137 (2019) - [j41]Miaomiao Yu, Chunjie Wu, Fugee Tsung
Monitoring the data quality of data streams using a two-step control scheme. IISE Trans. 51(9): 985-998 (2019) - [j40]Hui Yang
The internet of things for smart manufacturing: A review. IISE Trans. 51(11): 1190-1216 (2019) - [j39]Sheng-Tsaing Tseng, Fugee Tsung
Stability conditions and robustness analysis of a general MMSE run-to-run controller. IISE Trans. 51(11): 1279-1287 (2019) - [j38]Jianjun Wang, Yizhong Ma, Fugee Tsung
Economic parameter design for ultra-fast laser micro-drilling process. Int. J. Prod. Res. 57(20): 6292-6314 (2019) - [j37]Zhonghua Li
A control scheme for monitoring process covariance matrices with more variables than observations. Qual. Reliab. Eng. Int. 35(1): 351-367 (2019) - [j36]Kai Wang
A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data. IEEE Trans Autom. Sci. Eng. 16(4): 1675-1685 (2019) - [i1]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 abs/1912.05693 (2019) - 2018
- [j35]Kai Wang
Adaptive monitoring of multimodal data. Comput. Ind. Eng. 125: 364-374 (2018) - [j34]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: 165-174 (2018) - [j33]Kai Wang
Registration-free monitoring of multimode near-circular shape profiles. Qual. Reliab. Eng. Int. 34(4): 529-542 (2018) - 2017
- [j32]Wendong Li, Xiaolong Pu, Fugee Tsung
A robust self-starting spatial rank multivariate EWMA chart based on forward variable selection. Comput. Ind. Eng. 103: 116-130 (2017) - [j31]Dong Ding, Fugee Tsung
Ordinal profile monitoring with random explanatory variables. Int. J. Prod. Res. 55(3): 736-749 (2017) - [j30]Marco Grasso, Bianca Maria Colosimo
A phase I multi-modelling approach for profile monitoring of signal data. Int. J. Prod. Res. 55(15): 4354-4377 (2017) - [j29]Longwei Cheng, Fugee Tsung
A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing. IEEE Robotics Autom. Lett. 2(4): 1988-1993 (2017) - [j28]Andi Wang, Suoyuan Song, Qiang Huang
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes. IEEE Trans Autom. Sci. Eng. 14(2): 968-976 (2017) - [j27]Dongdong Xiang, Fugee Tsung
Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test. Technometrics 59(4): 496-507 (2017) - 2016
- [j26]Zhen He, Zhiqiong Wang
A control scheme for autocorrelated bivariate binomial data. Comput. Ind. Eng. 98: 350-359 (2016) - [j25]Junxiang Li, Yafen Liu, Fugee Tsung
Statistical Monitoring of Service Levels and Staffing Adjustments for Call Centers. Qual. Reliab. Eng. Int. 32(8): 2813-2821 (2016) - 2015
- [j24]Chi Zhang, Fugee Tsung
A general framework for monitoring complex processes with both in-control and out-of-control information. Comput. Ind. Eng. 85: 157-168 (2015) - 2014
- [j23]Yanfen Shang
LASSO-based diagnosis scheme for multistage processes with binary data. Comput. Ind. Eng. 72: 198-205 (2014) - [c3]Suoyuan Song, Andi Wang, Qiang Huang
Shape deviation modeling for fused deposition modeling processes. CASE 2014: 758-763 - 2012
- [j22]L. Jeff Hong, Xiangtong Qi
Foreword. Ann. Oper. Res. 192(1): 1-2 (2012) - [j21]Changliang Zou, Xianghui Ning, Fugee Tsung
LASSO-based multivariate linear profile monitoring. Ann. Oper. Res. 192(1): 3-19 (2012) - [j20]Yanting Li, Fugee Tsung
Multiple Attribute Control Charts with False Discovery Rate Control. Qual. Reliab. Eng. Int. 28(8): 857-871 (2012) - 2011
- [j19]Changliang Zou, Fugee Tsung
A Multivariate Sign EWMA Control Chart. Technometrics 53(1): 84-97 (2011) - [j18]Changliang Zou, Wei Jiang, Fugee Tsung
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control. Technometrics 53(3): 297-309 (2011) - [r1]Fugee Tsung, Yanfen Shang, Xianghui Ning:
Statistical Quality Control: Recent Advances. International Encyclopedia of Statistical Science 2011: 1463-1466 - 2010
- [j17]Jing Li, Fugee Tsung
Editorial - INFORMS 2009 annual meeting. Qual. Reliab. Eng. Int. 26(7): 643-644 (2010) - [j16]Fugee Tsung
Comment. Technometrics 52(3): 283-285 (2010)
2000 – 2009
- 2009
- [j15]Yan Li, Xiaolong Pu, Fugee Tsung
Adaptive charting schemes based on double sequential probability ratio tests. Qual. Reliab. Eng. Int. 25(1): 21-39 (2009) - [j14]Kaibo Wang
An adaptive dimension reduction scheme for monitoring feedback-controlled processes. Qual. Reliab. Eng. Int. 25(3): 283-298 (2009) - [j13]Yanfen Shang
An improved run-to-run process control scheme for categorical observations with misclassification errors. Qual. Reliab. Eng. Int. 25(4): 397-407 (2009) - [j12]Hsiuying Wang
Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables. Technometrics 51(1): 25-33 (2009) - [j11]Yanting Li, Fugee Tsung
False Discovery Rate-Adjusted Charting Schemes for Multistage Process Monitoring and Fault Identification. Technometrics 51(2): 186-205 (2009) - 2008
- [j10]Changliang Zou, Zhaojun Wang, Fugee Tsung
Monitoring autocorrelated processes using variable sampling schemes at fixed-times. Qual. Reliab. Eng. Int. 24(1): 55-69 (2008) - [j9]Changliang Zou, Fugee Tsung
A Change Point Approach for Phase I Analysis in Multistage Processes. Technometrics 50(3): 344-356 (2008) - [j8]Changliang Zou, Fugee Tsung
Monitoring Profiles Based on Nonparametric Regression Methods. Technometrics 50(4): 512-526 (2008) - 2007
- [j7]Ruixiang Sun, Fugee Tsung
Evolving kernel principal component analysis for fault diagnosis. Comput. Ind. Eng. 53(2): 361-371 (2007) - [j6]Kaijie Zhu, Rachel Q. Zhang, Fugee Tsung
Pushing Quality Improvement Along Supply Chains. Manag. Sci. 53(3): 421-436 (2007) - [j5]Changliang Zou, Fugee Tsung
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes. Technometrics 49(4): 395-408 (2007) - 2006
- [j4]George Runger, Murat Caner Testik, Fugee Tsung
Relationships Among Control Charts Used with Feedback Control. Qual. Reliab. Eng. Int. 22(8): 877-887 (2006) - [j3]Wei Jiang, Lianjie Shu
A Comparative Study of Joint Monitoring Schemes for APC Processes. Qual. Reliab. Eng. Int. 22(8): 939-952 (2006) - [c2]Kaibo Wang
Monitoring Multivariate Processes Using an Adaptive T2 Chart. SMC 2006: 2203-2208 - 2002
- [j2]Wei Jiang, Huaiqing Wu, Fugee Tsung
Proportional Integral Derivative Charts for Process Monitoring. Technometrics 44(3): 205-214 (2002) - 2000
- [j1]Fugee Tsung
Impact of information sharing on statistical quality control. IEEE Trans. Syst. Man Cybern. Part A 30(2): 211-216 (2000) - [c1]Ruixiang Sun, Fugee Tsung, Liangsheng Qu:
Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis. IDEAL 2000: 174-179
Coauthor Index
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