Jun Ma

Orcid: 0000-0002-9405-8232

Affiliations:
  • Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China
  • National University of Singapore, Department of Electrical and Computer Engineering, SIMTech-NUS Joint Lab on Precision Motion Systems, Singapore (former)


According to our database1, Jun Ma authored at least 88 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Stackelberg Game-Based Control Design for Fuzzy Underactuated Mechanical Systems With Inequality Constraints.
IEEE Trans. Syst. Man Cybern. Syst., October, 2024

Bilateral-Head Region-Based Convolutional Neural Networks: A Unified Approach for Incremental Few-Shot Object Detection.
IEEE Trans. Artif. Intell., September, 2024

Alternating Direction Method of Multipliers-Based Parallel Optimization for Multi-Agent Collision-Free Model Predictive Control.
IEEE Trans. Artif. Intell., August, 2024

Data-Driven Linear Quadratic Optimization for Controller Synthesis With Structural Constraints.
IEEE Trans. Cybern., April, 2024

Game-Theoretic Optimization Toward Diffeomorphism-Based Robust Control of Fuzzy Dynamical Systems With State and Input Constraints.
IEEE Trans. Fuzzy Syst., February, 2024

Geometry-Aware Safety-Critical Local Reactive Controller for Robot Navigation in Unknown and Cluttered Environments.
IEEE Robotics Autom. Lett., 2024

Adaptive robust control for fuzzy underactuated mechanical systems: A Stackelberg game-theoretic optimization approach.
Inf. Sci., 2024

Expandable-RCNN: toward high-efficiency incremental few-shot object detection.
Frontiers Artif. Intell., 2024

FRTree Planner: Robot Navigation in Cluttered and Unknown Environments with Tree of Free Regions.
CoRR, 2024

Integrated Decision Making and Trajectory Planning for Autonomous Driving Under Multimodal Uncertainties: A Bayesian Game Approach.
CoRR, 2024

LMMCoDrive: Cooperative Driving with Large Multimodal Model.
CoRR, 2024

Safe and Real-Time Consistent Planning for Autonomous Vehicles in Partially Observed Environments via Parallel Consensus Optimization.
CoRR, 2024

Timeline and Boundary Guided Diffusion Network for Video Shadow Detection.
CoRR, 2024

MCGMapper: Light-Weight Incremental Structure from Motion and Visual Localization With Planar Markers and Camera Groups.
CoRR, 2024

Enhance Planning with Physics-informed Safety Controller for End-to-end Autonomous Driving.
CoRR, 2024

Collision-Free Trajectory Optimization in Cluttered Environments with Sums-of-Squares Programming.
CoRR, 2024

Robot Navigation in Unknown and Cluttered Workspace with Dynamical System Modulation in Starshaped Roadmap.
CoRR, 2024

Barrier-Enhanced Homotopic Parallel Trajectory Optimization for Safety-Critical Autonomous Driving.
CoRR, 2024

Improved Consensus ADMM for Cooperative Motion Planning of Large-Scale Connected Autonomous Vehicles with Limited Communication.
CoRR, 2024

A Universal Cooperative Decision-Making Framework for Connected Autonomous Vehicles with Generic Road Topologies.
CoRR, 2024

Timeline and Boundary Guided Diffusion Network for Video Shadow Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Incremental Learning-Based Real-Time Trajectory Prediction for Autonomous Driving via Sparse Gaussian Process Regression.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Parallel Optimization with Hard Safety Constraints for Cooperative Planning of Connected Autonomous Vehicles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Incremental Bayesian Learning for Fail-Operational Control in Autonomous Driving.
Proceedings of the European Control Conference, 2024

2023
Decentralized iLQR for Cooperative Trajectory Planning of Connected Autonomous Vehicles via Dual Consensus ADMM.
IEEE Trans. Intell. Transp. Syst., November, 2023

Incremental few-shot learning via implanting and consolidating.
Neurocomputing, November, 2023

Local Learning Enabled Iterative Linear Quadratic Regulator for Constrained Trajectory Planning.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Policy-Iteration-Based Finite-Horizon Approximate Dynamic Programming for Continuous-Time Nonlinear Optimal Control.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Policy Iteration Based Approximate Dynamic Programming Toward Autonomous Driving in Constrained Dynamic Environment.
IEEE Trans. Intell. Transp. Syst., May, 2023

Robust Fixed-Order Controller Design for Uncertain Systems With Generalized Common Lyapunov Strictly Positive Realness Characterization.
IEEE Trans. Syst. Man Cybern. Syst., March, 2023

On Symmetric Gauss-Seidel ADMM Algorithm for H∞ Guaranteed Cost Control With Convex Parameterization.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Hybrid Active-Passive Robust Control Framework of a Flexure-Joint Dual-Drive Gantry Robot for High-Precision Contouring Tasks.
IEEE Trans. Ind. Electron., 2023

Robust Constraint-Following Control for Uncertain Mechanical Systems With Generalized Udwadia-Kalaba Approach.
IEEE Control. Syst. Lett., 2023

Spatiotemporal Receding Horizon Control with Proactive Interaction Towards Safe and Efficient Autonomous Driving in Dense Traffic.
CoRR, 2023

Integrated Decision-Making and Control for Urban Autonomous Driving with Traffic Rules Compliance.
CoRR, 2023

Parallel Optimization for Cooperative Autonomous Driving at Unsignalized Roundabouts with Hard Safety Guarantees.
CoRR, 2023

Integrated Behavior Planning and Motion Control for Autonomous Vehicles with Traffic Rules Compliance.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Neural-iLQR: A Learning-Aided Shooting Method for Trajectory Optimization.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Real-Time Parallel Trajectory Optimization with Spatiotemporal Safety Constraints for Autonomous Driving in Congested Traffic.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022
On Robust Stability and Performance With a Fixed-Order Controller Design for Uncertain Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Semi-Definite Relaxation-Based ADMM for Cooperative Planning and Control of Connected Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

Alternating Direction Method of Multipliers for Constrained Iterative LQR in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2022

Convex Parameterization and Optimization for Robust Tracking of a Magnetically Levitated Planar Positioning System.
IEEE Trans. Ind. Electron., 2022

Convex Inner Approximation for Mixed $H_2$/$H_\infty$ Control With Application to a 2-DoF Flexure-Based Nanopositioning System.
IEEE Trans. Ind. Electron., 2022

Fuzzy-Based Controller Synthesis and Optimization for Underactuated Mechanical Systems With Nonholonomic Servo Constraints.
IEEE Trans. Fuzzy Syst., 2022

Weight Imprinting Classification-Based Force Grasping With a Variable-Stiffness Robotic Gripper.
IEEE Trans Autom. Sci. Eng., 2022

Second-Order NonConvex Optimization for Constrained Fixed-Structure Static Output Feedback Controller Synthesis.
IEEE Trans. Autom. Control., 2022

Incremental Few-Shot Learning via Implanting and Compressing.
CoRR, 2022

Velocity Obstacle Based Risk-Bounded Motion Planning for Stochastic Multi-Agent Systems.
CoRR, 2022

Incremental Few-Shot Object Detection for Robotics.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Iterative Super-Twisting Sliding Mode Control for Tray Indexing System With Unknown Dynamics.
IEEE Trans. Ind. Electron., 2021

Trajectory Generation by Chance-Constrained Nonlinear MPC With Probabilistic Prediction.
IEEE Trans. Cybern., 2021

Optimal Decentralized Control for Uncertain Systems by Symmetric Gauss-Seidel Semi-Proximal ALM.
IEEE Trans. Autom. Control., 2021

Towards Generalized and Incremental Few-Shot Object Detection.
CoRR, 2021

Receding Horizon Motion Planning for Multi-Agent Systems: A Velocity Obstacle Based Probabilistic Method.
CoRR, 2021

Global Iterative Sliding Mode Control of an Industrial Biaxial Gantry System for Contouring Motion Tasks.
CoRR, 2021

ADMM-Based Parallel Optimization for Multi-Agent Collision-Free Model Predictive Control.
CoRR, 2021

Robust Control of a Two-Degree-of-Freedom Flexure-Based Nanopositioner for Planar Scanning Tasks.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Towards Adaptive Robust Control and Optimization for Constrained Uncertain Under-Actuated Mechanical Systems.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Classification Weight Imprinting for Data Efficient Object Detection.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

sGS-sPALM for Optimal Decentralized Control: A Distributed Optimization Approach.
Proceedings of the IECON 2021, 2021

Parallel Collaborative Motion Planning with Alternating Direction Method of Multipliers.
Proceedings of the IECON 2021, 2021

Adaptive Iterative Sliding Mode Control: Development, Synthesis, and Application of a Flexure-Joint Biaxial Gantry Stage.
Proceedings of the IECON 2021, 2021

Generalized Iterative Super-Twisting Sliding Mode Control: A Case Study on Flexure-Joint Dual-Drive H-Gantry Stage.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021

2020
Parameter Space Optimization Towards Constrained Controller Design With Application to Tray Indexing.
IEEE Trans. Ind. Electron., 2020

Neural Network iLQR: A New Reinforcement Learning Architecture.
CoRR, 2020

Data-Driven Predictive Control for Multi-Agent Decision Making With Chance Constraints.
CoRR, 2020

Accelerated Hierarchical ADMM for Nonconvex Optimization in Multi-Agent Decision Making.
CoRR, 2020

Data-Driven Multi-Objective Controller Optimization for a Magnetically-Levitated Nanopositioning System.
CoRR, 2020

Robust Fixed-Order Controller Design with Common Lyapunov Strictly Positive Realness Characterization.
CoRR, 2020

On Symmetric Gauss-Seidel ADMM Algorithm for H<sub>∞</sub> Guaranteed Cost Control with Convex Parameterization.
CoRR, 2020

Grasping Detection Network with Uncertainty Estimation for Confidence-Driven Semi-Supervised Domain Adaptation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning-Based Controller Optimization for Repetitive Robotic Tasks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Iterative Super-Twisting Sliding Mode Control: A Case Study on Tray Indexing.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020

2019
Robust Decentralized Controller Synthesis in Flexure-Linked H-Gantry by Iterative Linear Programming.
IEEE Trans. Ind. Informatics, 2019

Second-Order Non-Convex Optimization for Constrained Fixed-Structure Static Output Feedback Controller Synthesis.
CoRR, 2019

Data-Driven Linear Quadratic Optimization for Controller Synthesis with Structural Constraints.
CoRR, 2019

Parameter space optimization towards integrated mechatronic design for uncertain systems with generalized feedback constraints.
Autom., 2019

Data-Driven Tuning Method for LQR Based Optimal PID Controller.
Proceedings of the IECON 2019, 2019

2018
Integrated Mechatronic Design in the Flexure-Linked Dual-Drive Gantry by Constrained Linear-Quadratic Optimization.
IEEE Trans. Ind. Electron., 2018

Contact Force Control on Soft Membrane for an Ear Surgical Device.
IEEE Trans. Ind. Electron., 2018

Intelligent Motion Control of Ultrasonic Motor for an Ear Surgical Device.
Proceedings of the IECON 2018, 2018

Data-Driven Model-Free Iterative Tuning Approach for Smooth and Accurate Tracking.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

Outer-Linearization-Based Optimization Algorithm for Decentralized Control Design in Flexure-Linked H-Gantry.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

2017
A constrained linear quadratic optimization algorithm toward jerk-decoupling cartridge design.
J. Frankl. Inst., 2017

Integrated mechatronics design of flexure joint and controller in dual-drive gantry: A constrained H2 optimization approach.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2017

2016
Optimal decentralized control approach toward integrated design of controller and jerk-decoupling cartridge.
Proceedings of the IECON 2016, 2016

2015
A constrained linear quadratic optimization approach to jerk decoupling cartridge design for vibration suppression.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2015


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