S. Joe Qin

65 papers A* 1A 1B 1C 10Misc 3Journal 39Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective.
Inf. Fusion
Xiaorui Ma, Haoran Xie, S. Joe Qin
2026 J jnl
Learning Satellite Pattern-of-Life Identification: A Diffusion-Based Approach.
IEEE Trans. Aerosp. Electron. Syst.
Yongchao Ye, Xinting Zhu, Xuejin Shen, Xiaoyu Chen, S. Joe Qin, Lishuai Li
2026 J jnl
Nonlinear bidirectional dynamic latent modeling for closed-loop process monitoring.
Autom.
Xu Chen, Xiao He, S. Joe Qin
2026 J jnl
Principal Predictor Analysis With Application to Dynamic Process Monitoring.
IEEE Trans. Cybern.
Shumei Chen, S. Joe Qin
2026 J jnl
Real-time peak-demand minimization with energy storage using competitive ratio.
Autom.
Yanfang Mo, Qiulin Lin, Minghua Chen, S. Joe Qin
2026 J jnl
Text data augmentation for large language models: a comprehensive survey of methods, challenges, and opportunities.
Artif. Intell. Rev.
Yaping Chai, Haoran Xie, S. Joe Qin
2026 J jnl
Toward Lightweight Dynamic Convolutional Neural Network Modeling for Soft Sensors.
IEEE Trans. Cybern.
Qiang Liu, Zhiqiang Zhan, Jingjing Wang, Chen Wang, S. Joe Qin
2025 Misc conf
A Hierarchical Taxonomy For Deep State Space Models.
ICASSP
Shiqin Tang, Pengxing Feng, Shujian Yu, Yining Dong, S. Joe Qin
2025 J jnl
A PLS-Integrated LASSO Method with Application in Index Tracking.
CoRR
Shiqin Tang, Yining Dong, S. Joe Qin
2025 J jnl
A Reduced-Dimensional System Identification Framework With Latent State-Space Models.
IEEE Trans. Ind. Informatics
Jiaxin Yu, S. Joe Qin
2025 J jnl
A hierarchical scheme for dynamic monitoring of multi-scale multi-mode systems.
Comput. Chem. Eng.
Jiaorao Wang, Lishuai Li, S. Joe Qin
2025 J jnl
Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method.
CoRR
Jiabao He, S. Joe Qin, Håkan Hjalmarsson
2025 A* conf
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering.
EMNLP
Zongxi Li, Yang Li, Haoran Xie, S. Joe Qin
2025 J jnl
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering.
CoRR
Zongxi Li, Yang Li, Haoran Xie, S. Joe Qin
2025 J jnl
Data-Driven Closed-Loop Process Fault Diagnosis With Enhanced Fault Dynamics.
IEEE Trans. Ind. Electron.
Qiang Liu, Li Wen, Gaochang Wu, Tianyou Chai, S. Joe Qin
2025 Misc conf
Deep Dynamic Probabilistic Canonical Correlation Analysis.
ICASSP
Shiqin Tang, Shujian Yu, Yining Dong, S. Joe Qin
2025 J jnl
Deep Dynamic Probabilistic Canonical Correlation Analysis.
CoRR
Shiqin Tang, Shujian Yu, Yining Dong, S. Joe Qin
2025 J jnl
Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective.
CoRR
Xiaorui Ma, Haoran Xie, S. Joe Qin
2025 J jnl
Enhancing collaborative translational metric learning with causal graph network.
Neurocomputing
Jingjing Wang, Haoran Xie, S. Joe Qin, Xiaohui Tao, Fu Lee Wang, Xiaoliang Xu
2025 J jnl
Exploring ChatGPT-Based Augmentation Strategies for Contrastive Aspect-Based Sentiment Analysis.
IEEE Intell. Syst.
Lingling Xu, Haoran Xie, S. Joe Qin, Fu Lee Wang, Xiaohui Tao
2025 J jnl
Finite Sample Analysis of Subspace Identification Methods.
CoRR
Jiabao He, Ingvar M. Ziemann, Cristian R. Rojas, S. Joe Qin, Håkan Hjalmarsson
2025 J jnl
Kernel Latent State-Space Modeling for Nonlinear Dynamic Process Monitoring.
IEEE Trans. Ind. Informatics
Jiaxin Yu, Yining Dong, S. Joe Qin
2025 J jnl
Leveraging ChatGPT-Based Augmentation and Contrastive Learning for Chinese Massive Open Online Course Sentiment Analysis.
IEEE Intell. Syst.
Xieling Chen, Haoran Xie, S. Joe Qin, Lingling Xu, Xiaohui Tao, Fu Lee Wang
2025 J jnl
Listwise Preference Optimization with Element-wise Confusions for Aspect Sentiment Quad Prediction.
CoRR
Wenna Lai, Haoran Xie, Guandong Xu, Qing Li, S. Joe Qin
2025 J jnl
Multimodal fusion framework based on knowledge graph for personalized recommendation.
Expert Syst. Appl.
Jingjing Wang, Haoran Xie, Siyu Zhang, S. Joe Qin, Xiaohui Tao, Fu Lee Wang, Xiaoliang Xu
2025 J jnl
Personalized rTMS treatment recommendation with retrieval-augmented LLM reasoning.
Brain Informatics
Lingling Xu, Haoran Xie, Xiaohui Tao, S. Joe Qin, Fu Lee Wang, Raj Gururajan, Soman Elangovan, Yanmei Shen
2025 J jnl
Probabilistic reduced-dimensional vector autoregressive modeling with oblique projections.
Autom.
Yanfang Mo, S. Joe Qin
2025 J jnl
Semi-Supervised Anomaly Detection Using Restricted Distribution Transformation.
IEEE Trans. Neural Networks Learn. Syst.
Feng Xiao, Youqing Wang, S. Joe Qin, Jicong Fan
2025 J jnl
When LLMs Team Up: The Emergence of Collaborative Affective Computing.
CoRR
Wenna Lai, Haoran Xie, Guandong Xu, Qing Li, S. Joe Qin
2024 Misc conf
A PLS-Integrated Lasso Method With Application in Index Tracking.
ICASSP
Shiqin Tang, Yining Dong, S. Joe Qin
2024 J jnl
Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis.
Cogn. Comput.
Xieling Chen, Haoran Xie, S. Joe Qin, Yaping Chai, Xiaohui Tao, Fu Lee Wang
2024 — conf
Data-driven approaches for satellite SADA system health monitoring with limited data.
CASE
Xinting Zhu, Lishuai Li, Yanfang Mo, Yining Dong, Xuejin X. Shen, Xiaoyu Chen, S. Joe Qin
2024 J jnl
Diffusion-based Method for Satellite Pattern-of-Life Identification.
CoRR
Yongchao Ye, Xinting Zhu, Xuejin Shen, Xiaoyu Chen, Lishuai Li, S. Joe Qin
2024 J jnl
Exploring ChatGPT-based Augmentation Strategies for Contrastive Aspect-based Sentiment Analysis.
CoRR
Lingling Xu, Haoran Xie, S. Joe Qin, Fu Lee Wang, Xiaohui Tao
2024 — conf
Kernel Latent Vector Autoregressive Model for Nonlinear Dynamic Data Modeling and Monitoring.
CDC
Jiaxin Yu, Yining Dong, S. Joe Qin
2024 B conf
Latent Vector Autoregressive Modeling with Maximum Predicted Variance for Dynamic Process Monitoring.
SMC
Shumei Chen, S. Joe Qin
2024 J jnl
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling with Oblique Projections.
CoRR
Yanfang Mo, S. Joe Qin
2024 J jnl
Semi-Supervised Dynamic Latent Variable Regression for Prediction and Quality-Relevant Fault Monitoring.
IEEE Trans. Control. Syst. Technol.
Qiang Liu, Chao Yang, S. Joe Qin
2023 J jnl
Applying and dissecting LSTM neural networks and regularized learning for dynamic inferential modeling.
Comput. Chem. Eng.
Jicheng Li, S. Joe Qin
2023 J jnl
Knowledge-Informed Sparse Learning for Relevant Feature Selection and Optimal Quality Prediction.
IEEE Trans. Ind. Informatics
Yiren Liu, S. Joe Qin
2023 — conf
Latent Dynamic Networked System Identification with High-Dimensional Networked Data.
CDC
Jiaxin Yu, Yanfang Mo, S. Joe Qin
2023 J jnl
Latent Dynamic Networked System Identification with High-Dimensional Networked Data.
CoRR
Jiaxin Yu, Yanfang Mo, S. Joe Qin
2023 — conf
Low-Dimensional Latent State Space Identification with Application to the Shell Control Process.
CCTA
Jiaxin Yu, S. Joe Qin
2023 A conf
MLPST: MLP is All You Need for Spatio-Temporal Prediction.
CIKM
Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
2023 J jnl
MLPST: MLP is All You Need for Spatio-Temporal Prediction.
CoRR
Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
2023 — conf
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling for Dynamics Prediction and Reconstruction with Oblique Projections.
CDC
Yanfang Mo, Jiaxin Yu, S. Joe Qin
2023 J jnl
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling for Dynamics Prediction and Reconstruction with Oblique Projections.
CoRR
Yanfang Mo, Jiaxin Yu, S. Joe Qin
2022 J jnl
Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data.
IEEE Trans. Ind. Informatics
Jicong Fan, Tommy W. S. Chow, S. Joe Qin
2022 J jnl
Latent State Space Modeling of High-Dimensional Time Series With a Canonical Correlation Objective.
IEEE Control. Syst. Lett.
Jiaxin Yu, S. Joe Qin
2021 — conf
A Non-iterative Partial Least Squares Algorithm for Supervised Learning with Collinear Data.
CDC
S. Joe Qin
2021 J jnl
Guest Editorial: Industrial Artificial Intelligence for Smart Manufacturing.
IEEE Trans. Ind. Informatics
Tao Yang, Jinliang Ding, Kyriakos G. Vamvoudakis, S. Joe Qin
2021 — conf
Latent Vector Autoregressive Modeling for Reduced Dimensional Dynamic Feature Extraction and Prediction.
CDC
S. Joe Qin
2011 C conf
An adaptive chaotic PSO for parameter optimization and feature extraction of LS-SVM based modelling.
ACC
Weijian Cheng, Jinliang Ding, Weijian Kong, Tianyou Chai, S. Joe Qin
2011 C conf
Control performance monitoring of LP-MPC cascade systems.
ACC
Zhijie Sun, S. Joe Qin, Ashish Singhal, Larry Megan
2010 C conf
Online dropout detection in subcutaneously implanted continuous glucose monitoring.
ACC
Quan Shen, S. Joe Qin, Ken J. Doniger
2010 C conf
Reconstruction-based contribution for process monitoring with kernel principal component analysis.
ACC
Carlos F. Alcala, S. Joe Qin
2004 — conf
A multi-step supervisory control strategy for semiconductor device manufacturing.
CDC
Christopher A. Harrison, Richard Good, Daniel Kadosh, S. Joe Qin
2004 — conf
On consistency of closed-loop subspace identification with innovation estimation.
CDC
Weilu Lin, S. Joe Qin, Lennart Ljung
2002 C conf
Adaptive run to run control for intermittent batch operations.
ACC
S. Joe Qin, Glen W. Scheid, Terrence J. Riley
2002 C conf
Drug dosage adjustment via run-to-run control.
ACC
Richard Good, Jürgen Hahn, Thomas Edison, S. Joe Qin
2002 C conf
Stability analysis of double EWMA run-to-run control with metrology delay.
ACC
Richard Good, S. Joe Qin
2002 C conf
Subspace model predictive control and a case study.
ACC
Elaine T. Hale, S. Joe Qin
2001 C conf
An alternative PLS algorithm for the monitoring of industrial process.
ACC
Uwe Kruger, X. Wang, Q. Chen, S. Joe Qin
2001 C conf
Extracting fault subspaces for fault identification of a polyester film process.
ACC
Sergio Valle, S. Joe Qin, Michael J. Piovoso
2001 — conf
Principal component analysis for errors-in-variables subspace identification.
CDC
Jin Wang, S. Joe Qin