Ding Liu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Graph analysis using a GPU-based parallel algorithm: quantum clustering.
Appl. Intell., September, 2024

Sensor Network Attack Synthesis against Fault Diagnosis of Discrete Event Systems.
Sensors, July, 2024

Outlier Detection Using a GPU-Based Parallel Algorithm: Quantum Clustering.
Int. J. Artif. Intell. Tools, June, 2024

BiLSTM-TANet: an adaptive diverse scenes model with context embeddings for few-shot learning.
Appl. Intell., March, 2024

When Deep Learning-Based Soft Sensors Encounter Reliability Challenges: A Practical Knowledge-Guided Adversarial Attack and Its Defense.
IEEE Trans. Ind. Informatics, February, 2024

Image restoration via joint low-rank and external nonlocal self-similarity prior.
Signal Process., February, 2024

Research on Classification Algorithm of Silicon Single-Crystal Growth Temperature Gradient Trend Based on Multi-Level Feature Fusion.
Sensors, February, 2024

Verification of cryptocurrency consensus protocols: reenterable colored Petri net model design.
Int. J. Parallel Emergent Distributed Syst., January, 2024

Sampled-data static output feedback robust MPC for LPV systems with bounded disturbances.
J. Frankl. Inst., 2024

Multisource disturbances rejection control for linear systems with unmeasured states under process and measurement disturbances.
J. Frankl. Inst., 2024

Model predictive control for Vienna rectifier with constant frequency based on inductance parameters online identification.
J. Frankl. Inst., 2024

Combination prediction of underground mine rock drilling time based on seasonal and trend decomposition using Loess.
Eng. Appl. Artif. Intell., 2024

Matrix Multiplication on Quantum Computer.
CoRR, 2024

scRDiT: Generating single-cell RNA-seq data by diffusion transformers and accelerating sampling.
CoRR, 2024

A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes.
Adv. Eng. Informatics, 2024

On Deadlock/Livelock Studies Based on Reachability Graph of Petri Nets by Using TINA.
IEEE Access, 2024

Iterative ESO-Based Data-Driven Active Disturbance Rejection Learning Control of Czochralski Silicon Single Crystal Growth Process.
Proceedings of the American Control Conference, 2024

2023
Node-Loss Detection Methods for CZ Silicon Single Crystal Based on Multimodal Data Fusion.
Sensors, July, 2023

Distributed and Privacy Preserving MPC With Global Constraints Over Time-Varying Communication.
IEEE Trans. Control. Netw. Syst., June, 2023

A Self-Interpretable Soft Sensor Based on Deep Learning and Multiple Attention Mechanism: From Data Selection to Sensor Modeling.
IEEE Trans. Ind. Informatics, May, 2023

Rank minimization via adaptive hybrid norm for image restoration.
Signal Process., May, 2023

Distributed Optimization Framework for Mobile Data Collection With Energy Harvesting in Duty-Cycle WSNs.
IEEE Internet Things J., April, 2023

Study on the Hierarchical Predictive Control of Semiconductor Silicon Single Crystal Quality Based on the Soft Sensor Model.
Sensors, March, 2023

Adaptive iterative extended state observer-based data-driven iterative learning model predictive control for semiconductor silicon single crystal batch process.
J. Frankl. Inst., March, 2023

Deep Reinforcement Learning for Charging Scheduling of Electric Vehicles Considering Distribution Network Voltage Stability.
Sensors, February, 2023

Convolutional Shrinkage Neural Networks Based Model-Agnostic Meta-Learning for Few-Shot Learning.
Neural Process. Lett., February, 2023

An Improved DE Algorithm for Solving Multi-Furnace Optimal Scheduling of Single Crystal Silicon Production.
Int. J. Pattern Recognit. Artif. Intell., February, 2023

Simulation of thermoelastic coupling in silicon single crystal growth based on alternate two-stage physics-informed neural network.
Eng. Appl. Artif. Intell., 2023

Graph Analysis Using a GPU-based Parallel Algorithm: Quantum Clustering.
CoRR, 2023

2022
A Comparative Study of the Genetic Deep Learning Image Segmentation Algorithms.
Symmetry, 2022

A digital twin-based sim-to-real transfer for deep reinforcement learning-enabled industrial robot grasping.
Robotics Comput. Integr. Manuf., 2022

Remote Fault Diagnosis Method of Wind Power Generation Equipment Based on Internet of Things.
J. Inf. Process. Syst., 2022

A Blockchain-Based Security Model for IoT Systems.
J. Inf. Knowl. Manag., 2022

Automatic annotation method of VR speech corpus based on artificial intelligence.
Int. J. Speech Technol., 2022

Dynamic Proposals for Efficient Object Detection.
CoRR, 2022

The CNN Deep Learning-Based Melting Process Prediction of Czochralski Monocrystalline Silicon.
IEEE Access, 2022

Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Distributed Exact Structural Clustering on Large Graph.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Model of Gradient Boosting Random Forest Prediction.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Detection of Face Mask Wearing for COVID-19 Protection based on Transfer Learning and Classic CNN Model.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Residual Local Feature Network for Efficient Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
An Intelligent Particle Filter With Adaptive M-H Resampling for Liquid-Level Estimation During Silicon Crystal Growth.
IEEE Trans. Instrum. Meas., 2021

Advanced Ellipse Fitting Algorithm Based on ADMM and Hybrid BFGS Method.
IEEE Trans. Instrum. Meas., 2021

Information Bottleneck Theory on Convolutional Neural Networks.
Neural Process. Lett., 2021

Learning audio sequence representations for acoustic event classification.
Expert Syst. Appl., 2021

An intelligent particle filter with resampling of multi-population cooperation.
Digit. Signal Process., 2021

Understanding Neural Networks with Logarithm Determinant Entropy Estimator.
CoRR, 2021

Adversarial Open Domain Adaption for Sketch-to-Photo Synthesis.
CoRR, 2021

The Innovative Use of Ureter Catheter in the Surgery of Obstructive Uropathy.
Comput. Math. Methods Medicine, 2021

ROS Based Obstacle Avoidance Motion Planning of UR5 Manipulator.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Real Object Registration Algorithm Based on SURF and RANSAC.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

A Redundancy Based Unsupervised Feature Selection Method for High-Dimensional Data.
Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder<sup>∗</sup>.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Progressive Temporal Feature Alignment Network for Video Inpainting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Particle Filter With Unknown Statistics to Estimate Liquid Level in the Silicon Single-Crystal Growth.
IEEE Trans. Instrum. Meas., 2020

Nonlinear Generalized Predictive Control of the Crystal Diameter in CZ-Si Crystal Growth Process Based on Stacked Sparse Autoencoder.
IEEE Trans. Control. Syst. Technol., 2020

Outlier Detection Using a Novel method: Quantum Clustering.
CoRR, 2020

Quantum-Classical Machine learning by Hybrid Tensor Networks.
CoRR, 2020

A Mode Selected Mixed Logic Dynamic Model and Model Predictive Control of Buck Converter.
Complex., 2020

Elliptic Arc Fitting for the Shape Control System of Silicon Single Crystal Growth.
IEEE Access, 2020

Learning Progressive Joint Propagation for Human Motion Prediction.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Robust ellipse fitting via alternating direction method of multipliers.
Signal Process., 2019

A Bayesian Filtering Approach for Error Mitigation in Ultra-Wideband Ranging.
Sensors, 2019

Thermal stress deformation prediction for rotary air-preheater rotor using deep learning approach.
Int. J. Model. Identif. Control., 2019

Information Bottleneck Methods on Convolutional Neural Networks.
CoRR, 2019

Generative Tensor Network Classification Model for Supervised Machine Learning.
CoRR, 2019

Numerical Simulation of Thermal Field in Czochralski Monocrystalline Silicon Shoulder.
Proceedings of the 12th Asian Control Conference, 2019

2018
Ellipse fitting via low-rank generalized multidimensional scaling matrix recovery.
Multidimens. Syst. Signal Process., 2018

Connecting Low-Level Image Processing and High-Level Vision via Deep Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Risk group assessment based on the demands of important consumers with standby electric source.
J. Intell. Fuzzy Syst., 2017

Deadlock and liveness characterization for a class of generalized Petri nets.
Inf. Sci., 2017

Learning Audio Sequence Representations for Acoustic Event Classification.
CoRR, 2017

A Minimal Supervisory Structure to Optimally Enforce Liveness on Petri Net Models for Flexible Manufacturing Systems.
IEEE Access, 2017

2016
Analyzing documents with Quantum Clustering: A novel pattern recognition algorithm based on quantum mechanics.
Pattern Recognit. Lett., 2016

Modelling and analyzing home care plans using high-level Petri nets.
Proceedings of the 13th International Workshop on Discrete Event Systems, 2016

2015
Shape Fitting for the Shape Control System of Silicon Single Crystal Growth.
IEEE Trans. Ind. Informatics, 2015

A fast affine-invariant features for image stitching under large viewpoint changes.
Neurocomputing, 2015

Unified management and application method of environmental information based on GeoSOT subdivision grid model.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

2014
Modeling the Effects of Population Density on Prospect Theory-Based Travel Mode-Choice Equilibrium.
J. Intell. Transp. Syst., 2014

Theory and methodology of object-oriented formal modelling.
Int. J. Sens. Networks, 2014

Extended elementary siphon-based deadlock prevention policy for a class of generalised Petri nets.
Int. J. Comput. Integr. Manuf., 2014

Authors' Reply to 'Comments on "Liveness of an extended S<sup>3</sup>PR " [Automatica 46(6) (2010) 1008-1018]'.
Autom., 2014

Experiments on deep learning for speech denoising.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Intrinsically live structures in process and resource-oriented Petri nets modeling automated manufacturing systems.
Proceedings of 11th IEEE International Conference on Networking, Sensing and Control, 2014

Frequency-Based 3D Reconstruction of Transparent and Specular Objects.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Quantum clustering - A novel method for text analysis.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013
Hybrid Liveness-Enforcing Policy for Generalized Petri Net Models of Flexible Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Robust Ellipse Fitting Based on Sparse Combination of Data Points.
IEEE Trans. Image Process., 2013

A parameterized liveness and ratio-enforcing supervisor for a class of generalized Petri nets.
Autom., 2013

Data driven methods for utterance semantic tagging.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Liveness and resource usage ratio-enforcing supervisor for a class of generalized Petri nets.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

A divide-and-conquer approach for solving singular value decomposition on a heterogeneous system.
Proceedings of the Computing Frontiers Conference, 2013

A Novel Classifier Based on Quantum Computation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Text Clustering on Oral Conversation Corpus.
Proceedings of the Modern Advances in Intelligent Systems and Tools, 2012

Image Fusion Using Higher Order Singular Value Decomposition.
IEEE Trans. Image Process., 2012

Erratum to "Liveness of an extended S<sup>3</sup>PR " [Automatica 46 (2010) 1008-1018].
Autom., 2012

On intrinsically live structure of a class of generalized Petri nets modeling FMS.
Proceedings of the 11th International Workshop on Discrete Event Systems, 2012

Cmpr: Cost-Aware multipath Routing Algorithm for Mobile Wireless Sensor Networks.
Proceedings of the Quantitative Logic and Soft Computing, 2012

Improved Method of Robot Trajectory in IBVS Based on an Efficient Second-Order Minimization Technique.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Simultaneous Localization and Map Building for Wheeled Robot with Colored Measurement Noise.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

A New Method of Stereo Localization Using Dual-PTZ-Cameras.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Multi-line Fitting Using Two-Stage Iterative Adaptive Approach.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

On iterative liveness-enforcement for a class of generalized Petri nets.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
A Bayesian Approach to Diameter Estimation in the Diameter Control System of Silicon Single Crystal Growth.
IEEE Trans. Instrum. Meas., 2011

Self-Improving Algorithms.
SIAM J. Comput., 2011

Optimal control of LQG problem with an explicit trade-off between mean and variance.
Int. J. Syst. Sci., 2011

Two-Dimensional Frequencies Estimation Using Two-Stage Separated Virtual Steering Vector-Based Algorithm.
EURASIP J. Adv. Signal Process., 2011

Fast Snippet Generation Based on CPU-GPU Hybrid System.
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

2010
Passive localization of mixed near-field and far-field sources using two-stage MUSIC algorithm.
IEEE Trans. Signal Process., 2010

Liveness-enforcing supervisors synthesis for a class of generalised Petri nets based on two-stage deadlock control and mathematical programming.
Int. J. Control, 2010

Joint estimation of source number and DOA using simulated annealing algorithm.
Digit. Signal Process., 2010

Liveness of an extended S<sup>3</sup>PR.
Autom., 2010

Identification of a nonlinear block-oriented model.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Assessment of surface contamination condition of insulator based on attribute reduction algorithm of rough sets and least squares support vector machine.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Real-time visualization of the East China Sea based on priceton ocean model and volume rendering.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

The fine-grained security access control of spatial data.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Semantic Role Features for Machine Translation.
Proceedings of the COLING 2010, 2010

Nonlinear optimal trade-off control for LQG problem.
Proceedings of the American Control Conference, 2010

2009
Joint frequency, 2-D DOA, and polarization estimation using parallel factor analysis.
Sci. China Ser. F Inf. Sci., 2009

Bayesian Learning of Phrasal Tree-to-String Templates.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A neural network approach for least squares support vector machines learning.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Approximate range searching in higher dimension.
Comput. Geom., 2008

Property-Preserving Data Reconstruction.
Algorithmica, 2008

Improved Tree-to-String Transducer for Machine Translation.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

An Improved PIC Algorithm of Background Reconstruction for Detecting Moving Object.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

A New Stereo Matching Method Based on Sub-pixel Corner Detection.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Estimating the distance to a monotone function.
Random Struct. Algorithms, 2007

Source-Language Features and Maximum Correlation Training for Machine Translation Evaluation.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

2006
Nonlinear feedback control of chaos in permanent magnet synchronous motor.
IEEE Trans. Circuits Syst. II Express Briefs, 2006

A new strategy for optimizing the parameters updating algorithm of fuzzy neural controller.
Soft Comput., 2006

Self-improving algorithms.
Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006

Stochastic Iterative Alignment for Machine Translation Evaluation.
Proceedings of the ACL 2006, 2006

2005
The smallest grammar problem.
IEEE Trans. Inf. Theory, 2005

Sublinear Geometric Algorithms.
SIAM J. Comput., 2005

Modeling and Optimal for Vacuum Annealing Furnace Based on Wavelet Neural Networks with Adaptive Immune Genetic Algorithm.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Syntactic Features for Evaluation of Machine Translation.
Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005

2004
Lower bounds for intersection searching and fractional cascading in higher dimension.
J. Comput. Syst. Sci., 2004

A strong lower bound for approximate nearest neighbor searching.
Inf. Process. Lett., 2004

A note on point location in arrangements of hyperplanes.
Inf. Process. Lett., 2004

Power Plant Boiler Air Preheater Hot Spots Detection System Based on Least Square Support Vector Machines.
Proceedings of the Advances in Neural Networks, 2004

Chaos control in permanent magnet synchronous motor.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2003
Automatic evaluation of sentence fluency.
Proceedings of the IEEE International Conference on Systems, 2003

Utterance Segmentation Using Combined Approach Based on Bi-directional N-gram and Maximum Entropy.
Proceedings of the Second Workshop on Chinese Language Processing, 2003

2002
Approximating the smallest grammar: Kolmogorov complexity in natural models.
Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002

On Randomized Broadcasting and Gossiping in Radio Networks.
Proceedings of the Computing and Combinatorics, 8th Annual International Conference, 2002


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