Yi Cheng

Orcid: 0000-0001-8031-2220

According to our database1, Yi Cheng authored at least 178 papers between 1994 and 2025.

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Bibliography

2025
DCST: Dual Cross-Supervision for Transformer-based Unsupervised Domain Adaptation.
Neural Networks, 2025

2024
SkatingVerse: A large-scale benchmark for comprehensive evaluation on human action understanding.
IET Comput. Vis., October, 2024

Topology Construction Strategy of Load-Independent Single-Switch Resonant Inverter.
IEEE Trans. Ind. Electron., September, 2024

Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision.
IEEE J. Biomed. Health Informatics, August, 2024

Improved Particle Filter Algorithm for Multi-Target Detection and Tracking.
Sensors, July, 2024

Enhancing Representation Learning With Spatial Transformation and Early Convolution for Reinforcement Learning-Based Small Object Detection.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

Keyword-Aware Relative Spatio-Temporal Graph Networks for Video Question Answering.
IEEE Trans. Multim., 2024

Correction: Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification.
Neural Comput. Appl., 2024

Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification.
Neural Comput. Appl., 2024

SCA-PVNet: Self-and-cross attention based aggregation of point cloud and multi-view for 3D object retrieval.
Knowl. Based Syst., 2024

SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation.
Int. J. Semantic Web Inf. Syst., 2024

Simulation of Radar Sea Clutter in Correlated Generalized Compound Distribution Based on Improved ZMNL.
IEICE Trans. Commun., 2024

Subtle Errors Matter: Preference Learning via Error-injected Self-editing.
CoRR, 2024

Integrative Decoding: Improve Factuality via Implicit Self-consistency.
CoRR, 2024

MBC: Multi-Brain Collaborative Control for Quadruped Robots.
CoRR, 2024

Structural Optimization of Lightweight Bipedal Robot via SERL.
CoRR, 2024

Evolving to be Your Soulmate: Personalized Dialogue Agents with Dynamically Adapted Personas.
CoRR, 2024

No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks.
CoRR, 2024

Bridging the Intent Gap: Knowledge-Enhanced Visual Generation.
CoRR, 2024

PEVA-Net: Prompt-Enhanced View Aggregation Network for Zero/Few-Shot Multi-View 3D Shape Recognition.
CoRR, 2024

Quadruped robot traversing 3D complex environments with limited perception.
CoRR, 2024

Agile and versatile bipedal robot tracking control through reinforcement learning.
CoRR, 2024

Multi-rater Prompting for Ambiguous Medical Image Segmentation.
CoRR, 2024

ICON: Improving Inter-Report Consistency of Radiology Report Generation via Lesion-aware Mix-up Augmentation.
CoRR, 2024

Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis.
CoRR, 2024

Stabilization and decay rate estimation for axially moving Kirchhoff-type beam with rotational inertia under nonlinear boundary feedback controls.
Autom., 2024

Flexible Job Shop Scheduling Method for Optimizing Mold Resource Setup Time.
IEEE Access, 2024

Highly Redundant Safety Scheme and Its Experimental Validation for the Electronic-Controlled Pneumatic Braking System of Commercial Vehicle for Autonomous Driving.
IEEE Access, 2024

Comprehensive Benefit Analysis Method for Equipment Assets Based on DPV Distribution Network Reconfiguration.
Proceedings of the 2024 International Conference on Power Electronics and Artificial Intelligence, 2024

ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Evaluating imputation methods for single-cell RNA-seq data.
BMC Bioinform., December, 2023

Output synchronization of heterogeneous multi-agent systems based on the distributed continuous-discrete state observer.
Autom., December, 2023

Control-Oriented Modeling and Characteristic Analysis of Offshore Semisubmersible Wind Turbine Under Wind-Wave Joint Loads.
IEEE Trans. Control. Syst. Technol., July, 2023

Risk-averse stochastic optimal control: An efficiently computable statistical upper bound.
Oper. Res. Lett., July, 2023

Duality and sensitivity analysis of multistage linear stochastic programs.
Eur. J. Oper. Res., July, 2023

Anti-disturbance control for a nonlinear flexible beam with velocity disturbance at the boundary.
Autom., June, 2023

TEBAS: A Time-Efficient Balance-Aware Scheduling Strategy for Batch Processing Jobs.
IEICE Trans. Inf. Syst., April, 2023

An Improved Ant Colony Optimization for Solving Task Scheduling Problem in Radar Signal Processing System.
J. Signal Process. Syst., March, 2023

Leader-following consensus of linear multi-agent systems via reset control: A time-varying systems approach.
Autom., March, 2023

Robust Variable Selection with Exponential Squared Loss for the Spatial Durbin Model.
Entropy, February, 2023

Dual Bounds for Periodical Stochastic Programs.
Oper. Res., January, 2023

Multi-Range View Aggregation Network With Vision Transformer Feature Fusion for 3D Object Retrieval.
IEEE Trans. Multim., 2023

Assembly makespan estimation using features extracted by a topic model.
Knowl. Based Syst., 2023

How Far Are We from Believable AI Agents? A Framework for Evaluating the Believability of Human Behavior Simulation.
CoRR, 2023

Team I2R-VI-FF Technical Report on EPIC-KITCHENS VISOR Hand Object Segmentation Challenge 2023.
CoRR, 2023

From Knowing to Doing: Learning Diverse Motor Skills through Instruction Learning.
CoRR, 2023

MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation.
CoRR, 2023

A Study on Differentiable Logic and LLMs for EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2023.
CoRR, 2023

Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022.
CoRR, 2023

Machine Learning Inference on Serverless Platforms Using Model Decomposition.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

ExoFlow: A Universal Workflow System for Exactly-Once DAGs.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Frequency Assessment Method Based on Integrating SFR Model.
Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

Robust Image Ordinal Regression with Controllable Image Generation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Self-Detoxifying Language Models via Toxification Reversal.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Medical Dialogue Generation via Dual Flow Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Image Understanding With Reinforcement Learning: Auto-Tuning Image Attributes and Model Parameters for Object Detection and Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Boundary Stability Criterion for a Nonlinear Axially Moving Beam.
IEEE Trans. Autom. Control., 2022

Entropy guided attention network for weakly-supervised action localization.
Pattern Recognit., 2022

Multi-view 3D object retrieval leveraging the aggregation of view and instance attentive features.
Knowl. Based Syst., 2022

A Review for Retrieving Wind Fields by Spaceborne Synthetic Aperture Radar.
J. Sensors, 2022

Fully distributed event-triggered output synchronization of heterogeneous multi-agent systems over directed switching networks.
J. Frankl. Inst., 2022

Locomotor Pattern and Force Generation Modulated by Ionic Channels: A Computational Study of Spinal Networks Underlying Locomotion.
Frontiers Comput. Neurosci., 2022

Functional Constrained Optimization for Risk Aversion and Sparsity Control.
CoRR, 2022

Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021.
CoRR, 2022

Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification.
CoRR, 2022

KubFBS: A fine-grained and balance-aware scheduling system for deep learning tasks based on kubernetes.
Concurr. Comput. Pract. Exp., 2022

The Evolution of China's High-Level Talent Mobility Network: A Comparative Analysis Based on School and Work Stage.
Complex., 2022

Dynamics of general higher-order rogue waves in the two-component nonlinear Schrödinger equation coupled to the Boussinesq equation.
Commun. Nonlinear Sci. Numer. Simul., 2022

scGAC: a graph attentional architecture for clustering single-cell RNA-seq data.
Bioinform., 2022

Reset control for consensus of double-integrator multi-agent systems.
Autom., 2022

MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Automating Blastocyst Formation and Quality Prediction in Time-Lapse Imaging with Adaptive Key Frame Selection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CSRS: code search with relevance matching and semantic matching.
Proceedings of the 30th IEEE/ACM International Conference on Program Comprehension, 2022

"My nose is running." "Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Masked Face Recognition via Self-Attention Based Local Consistency Regularization.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

MLSA-UNet: End-to-End Multi-Level Spatial Attention Guided UNet for Industrial Defect Segmentation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

The Metaverse Technology Empowered English Education - "Meta-course".
Proceedings of the Computer Science and Education - 17th International Conference, 2022

A reset control approach to consensus of first-order discrete-time multi-agent systems.
Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Retrieve-Guided Commit Message Generation with Semantic Similarity And Disparity.
Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

2021
Single-Image Dehazing via Compositional Adversarial Network.
IEEE Trans. Cybern., 2021

Central limit theorem and sample complexity of stationary stochastic programs.
Oper. Res. Lett., 2021

Rogue breathers and rogue lumps on a background of dark line solitons for the Maccari system.
Commun. Nonlinear Sci. Numer. Simul., 2021

Remaining Useful Life Estimation of Aircraft Engines Using a Joint Deep Learning Model Based on TCNN and Transformer.
Comput. Intell. Neurosci., 2021

Absolute boundary stabilization for an axially moving Kirchhoff beam.
Autom., 2021

Image Reconstruction Based on Total Variation Minimization for Radioactive Wastes Tomographic Gamma Scanning From Sparse Projections.
IEEE Access, 2021

Servomechanism Design for Robust Voltage Regulation of Single-Phase UPS Inverters.
Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

Action Relational Graph for Weakly-Supervised Temporal Action Localization.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Analysis and Design of A Step-Up Converter Based on Three-End Planar Coupled Inductor.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2021

Unifying Discourse Resources with Dependency Framework.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Event-triggered exponential output synchronization of heterogeneous multi-agent systems over directed switching networks.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Improving Night-Time Pedestrian Retrieval With Distribution Alignment and Contextual Distance.
IEEE Trans. Ind. Informatics, 2020

Degeneration of breathers in the Kadomttsev-Petviashvili I equation.
Commun. Nonlinear Sci. Numer. Simul., 2020

Dynamics of interaction between lumps and solitons in the Mel'nikov equation.
Commun. Nonlinear Sci. Numer. Simul., 2020

PT-symmetric nonlocal Davey-Stewartson I equation: General lump-soliton solutions on a background of periodic line waves.
Appl. Math. Lett., 2020

6D Pose Estimation with Correlation Fusion.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Task-Oriented Multi-Modal Question Answering For Collaborative Applications.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Thickness Measurement of Water Film/Rivulets Based on Grayscale Index.
Remote. Sens., 2019

基于邻域多粒度粗糙集的知识发现模型 (Knowledge Discovery Model Based on Neighborhood Multi-granularity Rough Sets).
计算机科学, 2019

Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping.
CoRR, 2019

6D Pose Estimation with Correlation Fusion.
CoRR, 2019

Higher-order rogue waves and modulation instability of the two-component derivative nonlinear Schrödinger equation.
Commun. Nonlinear Sci. Numer. Simul., 2019

Analyzing scientific research topics in manufacturing field using a topic model.
Comput. Ind. Eng., 2019

Dynamics and interaction scenarios of localized wave structures in the Kadomtsev-Petviashvili-based system.
Appl. Math. Lett., 2019

Real-Time Performance Analyses and Optimal Gain-Scheduling Control of Offshore Wind Turbine Under Ice Creep Loads.
IEEE Access, 2019

Trajectory Tracking Control of AGV Based on Sliding Mode Control With the Improved Reaching Law.
IEEE Access, 2019

Self-Teaching Strategy for Learning to Recognize Novel Objects in Collaborative Robots.
Proceedings of the ICRAI 2019: 5th International Conference on Robotics and Artificial Intelligence, 2019

Knowledge Map Completion Method Based on Metric Space and Relational Path.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Game With A Purpose To Collect Home Audio Data.
Proceedings of the Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts, 2019

A Water Level Prediction Model Based on ARIMA-RNN.
Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

Perception and Adoption of Mobile Accessibility Features by Older Adults Experiencing Ability Changes.
Proceedings of the 21st International ACM SIGACCESS Conference on Computers and Accessibility, 2019

No Touch Pig! Investigating Child-Parent Use of a System for Training Executive Function.
Proceedings of the 18th ACM International Conference on Interaction Design and Children, 2019

Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Joint Media Engagement between Parents and Preschoolers in the U.S., China, and Taiwan.
Proc. ACM Hum. Comput. Interact., 2018

Dynamic maintenance of approximations under fuzzy rough sets.
Int. J. Mach. Learn. Cybern., 2018

Optimal Adaptive and Accelerated Stochastic Gradient Descent.
CoRR, 2018

Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition.
CoRR, 2018

3D-Aided Deep Pose-Invariant Face Recognition.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Quality of Geographical Information Services Evaluation Based on Order-Relation.
Proceedings of the Data Science, 2018

Why doesn't it work?: voice-driven interfaces and young children's communication repair strategies.
Proceedings of the 17th ACM Conference on Interaction Design and Children, 2018

2017
High-order rogue wave solutions of the classical massive Thirring model equations.
Commun. Nonlinear Sci. Numer. Simul., 2017

Current Situation and Research on Consumer Video Surveillance Standards at Home and Abroad.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Research on Hydrological Time Series Prediction Based on Combined Model.
Proceedings of the Data Science, 2017

Event-triggered leader-follower tracking control for interconnected systems with undirected communication graphs.
Proceedings of the 2017 American Control Conference, 2017

Evaluating Software Architecture Evolution Using Performance Simulation.
Proceedings of the 4th Intl Conf on Applied Computing and Information Technology/3rd Intl Conf on Computational Science/Intelligence and Applied Informatics/1st Intl Conf on Big Data, 2017

2016
Event-triggered leader-following tracking control for multivariable multi-agent systems.
Autom., 2016

WiFi-assisted multi-floor indoor localization with inertial sensors.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Supervised descent method based on appearance and shape for face alignment.
Proceedings of the 2016 IEEE International Conference on Service Operations and Logistics, 2016

Request response scheme on server for the centralized P2P-VoD system.
Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

2015
IEEE 802.15.4实时通信调度算法研究 (Study on IEEE 802.15.4 Scheduling Algorithms for Real-time Communication).
计算机科学, 2015

Associative memory network and its hardware design.
Neurocomputing, 2015

Forward approximation and backward approximation in fuzzy rough sets.
Neurocomputing, 2015

A new control method for state-constrained nonlinear switched systems with application to chemical process.
Int. J. Control, 2015

Leader-follower tracking control with guaranteed consensus performance for interconnected systems with linear dynamic uncertain coupling.
Int. J. Control, 2015

Gain-scheduled Leader-follower Tracking Control for Interconnected Parameter Varying Systems.
CoRR, 2015

The theoretical and experimental analysis of ultrasound contrast agent micro bubbles: The Sonovue.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014
Network-Wide Awareness.
Proceedings of the Cyber Defense and Situational Awareness, 2014

Metrics of Security.
Proceedings of the Cyber Defense and Situational Awareness, 2014

Existence of Solutions for a Class of Nonlinear Evolution Inclusions with Nonlocal Conditions.
J. Optim. Theory Appl., 2014

2013
Guaranteed Performance Leader-follower Control for Multi-agent Systems with Linear IQC-Constrained Coupling
CoRR, 2013

Guaranteed cost tracking for uncertain coupled multi-agent systems using consensus over a directed graph.
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013

Guaranteed performance leader-follower control for multi-agent systems with linear IQC coupling.
Proceedings of the American Control Conference, 2013

2012
Notes on Existence and uniqueness of solutions for second order periodic-integrable boundary value problems.
Appl. Math. Lett., 2012

Notes on existence of solutions for degenerate quasilinear elliptic equations.
Appl. Math. Lett., 2012

Privacy in machine-to-machine communications A state-of-the-art survey.
Proceedings of the IEEE International Conference on Communication Systems, 2012

2011
Positive approximation and converse approximation in interval-valued fuzzy rough sets.
Inf. Sci., 2011

Rule extraction based on granulation order in interval-valued fuzzy information system.
Expert Syst. Appl., 2011

The incremental method for fast computing the rough fuzzy approximations.
Data Knowl. Eng., 2011

Mapping Data Classification Based on Modified Fuzzy Statistical Analysis.
Proceedings of the Web Information Systems and Mining - International Conference, 2011

Automatic security analysis using security metrics.
Proceedings of the MILCOM 2011, 2011

2010
A novel measure of knowledge granularity in rough sets.
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2010

Hierarchical decision rules mining.
Expert Syst. Appl., 2010

2009
Using Web-Analytics to Optimize Education Website.
Proceedings of the Hybrid Learning and Education, Second International Conference, 2009

2008
Nonuniform Deployment Prolongs Lifetime of Wireless Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2008

An Approach to Knowledge Reduction based on Relative Partition Granularity.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007
An improved key distribution mechanism for large-scale hierarchical wireless sensor networks.
Ad Hoc Networks, 2007

A Novel Spatial Clustering with Obstacles Constraints Based on Particle Swarm Optimization and K-Medoids.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

A Novel Approach to Generating fuzzy Rules Based on Dynamic Fuzzy Rough Sets.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

2006
Improved Pairwise Key Establishment for Wireless Sensor Networks.
Proceedings of the 2006 IEEE International Conference on Wireless and Mobile Computing, 2006

Lifetime Enhancement of Wireless Sensor Networks by Differentiable Node Density Deployment.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

Energy Efficient Session Key Establishment in Wireless Sensor Networks.
Proceedings of the 2006 International Conference on Wireless Networks, 2006

Distributed Pairwise Key Establishment in Wireless Sensor Networks.
Proceedings of the 2006 International Conference on Pervasive Systems & Computing, 2006

2005
Efficient pairwise key establishment and management in static wireless sensor networks.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

1999
Token Based Authentication for Handover Security.
Proceedings of the Secure Information Networks: Communications and Multimedia Security, 1999

1997
Calculation of the structured singular value with gradient-based optimization algorithms on a Lie group of structured unitary matrices.
IEEE Trans. Autom. Control., 1997

Closed Loop Nonlinear Process Identification Using Internally Recurrent Nets.
Neural Networks, 1997

1995
Extraction of reference lines from documents with grey-level background using sub-images of wavelets.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1994
Robustness analysis and control system design for a hydraulic servo system.
IEEE Trans. Control. Syst. Technol., 1994


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