Jr-Shin Li

99 papers B 1C 14Journal 53Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Control and computation for linear ensemble systems using moment reduction.
Autom.
Xin (nancy) Ning, Gong Cheng, Wei Zhang, Jr-Shin Li
2026 J jnl
Control of Oscillator Networks With Mean-Field Measurement: A Hybrid Open/Closed-Loop Approach.
IEEE Trans. Control. Syst. Technol.
Bharat Singhal, István Z. Kiss, Jr-Shin Li
2025 B conf
A Deep Reservoir Computing Architecture for Dynamic Generative Modeling.
IJCNN
Wei Zhang, Yuan-Hung Kuan, Su-Hsin Chang, Jr-Shin Li
2025 — conf
Data-Driven Pattern Formation in Oscillator Networks Using Partial Observations.
CDC
Yi-Hsuan Shih, Bharat Singhal, Jr-Shin Li
2025 J jnl
Feedback control of coupled nonlinear oscillators with uncertain parameters.
Syst. Control. Lett.
Bharat Singhal, Jr-Shin Li
2025 J jnl
Iterative Reservoir Computing Networks for Reconstructing Irregular Time Series.
IEEE Trans. Neural Networks Learn. Syst.
Yuan-Hung Kuan, Vignesh Narayanan, Jr-Shin Li
2025 J jnl
One Ring to Rule Them All: Constrained Distributional Control for Massive-Scale Heterogeneous Robotic Ensemble Systems.
CoRR
Andres Arias, Wei Zhang, Haoyu Qian, Jr-Shin Li, Chuangchuang Sun
2025 J jnl
Optimal Quantum Control Using Ensemble Quantization.
SIAM J. Control. Optim.
Jr-Shin Li, Yuan-Hung Kuan, Wei Zhang
2025 J jnl
Reinforcement Learning for Infinite-Dimensional Systems.
J. Mach. Learn. Res.
Wei Zhang, Jr-Shin Li
2025 J jnl
Uncertainty Quantification of Network Inference With Data Sufficiency.
IEEE Trans. Netw. Sci. Eng.
Bharat Singhal, Jorge Luis Ocampo-Espindola, K. L. Nikhil, Erik D. Herzog, István Z. Kiss, Jr-Shin Li
2024 — conf
Computational Moment Control of Ensemble Systems.
CDC
Yuan-Hung Kuan, Wei Zhang, Jr-Shin Li
2024 — conf
Convergence of Iterative Quadratic Programming for Robust Fixed-Endpoint Transfer of Bilinear Systems.
CDC
Luke S. Baker, André Luiz P. de Lima, Anatoly Zlotnik, Jr-Shin Li, Michael J. Martin
2024 C conf
Data-driven moment-based control of linear ensemble systems.
ACC
Minh Vu, Bharat Singhal, Jr-Shin Li, Shen Zeng
2024 J jnl
Duality of Ensemble Systems Through Moment Representations.
IEEE Trans. Autom. Control.
Vignesh Narayanan, Wei Zhang, Jr-Shin Li
2024 J jnl
Moment-Based Reinforcement Learning for Ensemble Control.
IEEE Trans. Neural Networks Learn. Syst.
Yao-Chi Yu, Vignesh Narayanan, Jr-Shin Li
2024 J jnl
Reinforcement Leaning for Infinite-Dimensional Systems.
CoRR
Wei Zhang, Jr-Shin Li
2023 — conf
A Generalized-Moment Method for Control-Affine Ensemble Systems.
CDC
Yuan-Hung Kuan, Xin Ning, Jr-Shin Li
2023 J jnl
An Iterative Approach to Data-Driven Inference for Decoding Oscillator Network Structures.
CoRR
Shicheng Li, Bharat Singhal, Jr-Shin Li
2023 C conf
An Iterative Approach to Optimal Control Design for Oscillator Networks.
ACC
Bharat Singhal, Minh Vu, Shen Zeng, Jr-Shin Li
2023 J jnl
Controllability and Accessibility on Graphs for Bilinear Systems Over Lie Groups.
IEEE Trans. Autom. Control.
Xing Wang, Bo Li, Jr-Shin Li, Ian R. Petersen, Guodong Shi
2023 J jnl
Interpretable Design of Reservoir Computing Networks Using Realization Theory.
IEEE Trans. Neural Networks Learn. Syst.
Wei Miao, Vignesh Narayanan, Jr-Shin Li
2023 J jnl
Optimal Phase-Selective Entrainment of Heterogeneous Oscillator Ensembles.
SIAM J. Appl. Dyn. Syst.
Bharat Singhal, István Z. Kiss, Jr-Shin Li
2023 J jnl
Residual projection for quantile regression in vertically partitioned big data.
Data Min. Knowl. Discov.
Ye Fan, Jr-Shin Li, Nan Lin
2022 J jnl
An operator theoretic approach to linear ensemble control.
Syst. Control. Lett.
Shen Zeng, Jr-Shin Li
2022 J jnl
Bilinear Systems Induced by Proper Lie Group Actions.
CoRR
Gong Cheng, Wei Zhang, Jr-Shin Li
2022 J jnl
Controllability Canonical Forms of Linear Ensemble Systems.
CoRR
Wei Zhang, Jr-Shin Li
2022 J jnl
Koopman Bilinearization of Nonlinear Control Systems.
CoRR
Wei Zhang, Jr-Shin Li
2022 J jnl
Moment quantization of inhomogeneous spin ensembles.
Annu. Rev. Control.
Jr-Shin Li, Wei Zhang, Yuan-Hung Kuan
2022 — conf
NMR Pulse Design using Moment Dynamical Systems.
CDC
Xin Ning, André Luiz P. de Lima, Jr-Shin Li
2021 J jnl
A Nested Two-Stage Clustering Method for Structured Temporal Sequence Data.
Knowl. Inf. Syst.
Liang Wang, Vignesh Narayanan, Yao-Chi Yu, Yikyung Park, Jr-Shin Li
2021 J jnl
Combinatorics-Based Approaches to Controllability Characterization for Bilinear Systems.
SIAM J. Control. Optim.
Gong Cheng, Wei Zhang, Jr-Shin Li
2021 — conf
Controllability of Sobolev-Type Linear Ensemble Systems.
CDC
Wei Zhang, Lin Tie, Jr-Shin Li
2021 J jnl
Ensemble Control on Lie Groups.
SIAM J. Control. Optim.
Wei Zhang, Jr-Shin Li
2021 J jnl
Ensemble Recognition in Reproducing Kernel Hilbert Spaces through Aggregated Measurements.
CoRR
Wei Miao, Jr-Shin Li
2021 — conf
Graphical Characterizations for Structural Controllability of Drifted Bilinear Systems.
CDC
Xing Wang, Bo Li, Jr-Shin Li, Ian R. Petersen, Guodong Shi
2021 J jnl
Interpretable Design of Reservoir Computing Networks using Realization Theory.
CoRR
Wei Miao, Vignesh Narayanan, Jr-Shin Li
2021 J jnl
Model Learning and Knowledge Sharing for Cooperative Multiagent Systems in Stochastic Environment.
IEEE Trans. Cybern.
Wei-Cheng Jiang, Vignesh Narayanan, Jr-Shin Li
2021 C conf
On Numerical Examination of Uniform Ensemble Controllability for Linear Ensemble Systems.
ACC
Wei Miao, Gong Cheng, Jr-Shin Li
2021 J jnl
On Numerical Examination of Uniform Ensemble Controllability for Linear Ensemble Systems.
IEEE Control. Syst. Lett.
Wei Miao, Gong Cheng, Jr-Shin Li
2021 J jnl
On Uniform Ensemble Controllability of Diagonalizable Linear Ensemble Systems.
CoRR
Wei Miao, Gong Cheng, Jr-Shin Li
2020 C conf
A Geometric Approach to Linear Ensemble Control Analysis and Design.
ACC
Wei Miao, Jr-Shin Li
2020 C conf
An Iterative Method for Optimal Control of Nonlinear Quadratic Tracking Problems.
ACC
Xin Ning, Walter Bomela, Jr-Shin Li
2020 J jnl
Analyzing Controllability of Bilinear Systems on Symmetric Groups: Mapping Lie Brackets to Permutations.
IEEE Trans. Autom. Control.
Wei Zhang, Jr-Shin Li
2020 — conf
Controllability over Graphs for Bilinear Systems over Lie Groups.
CDC
Xing Wang, Bo Li, Jr-Shin Li, Ian R. Petersen, Guodong Shi
2020 C conf
Learning to Control Neurons using Aggregated Measurements.
ACC
Yao-Chi Yu, Vignesh Narayanan, ShiNung Ching, Jr-Shin Li
2020 J jnl
On Separating Points for Ensemble Controllability.
SIAM J. Control. Optim.
Jr-Shin Li, Wei Zhang, Lin Tie
2019 C conf
A Learning Framework for Controlling Spiking Neural Networks.
ACC
Vignesh Narayanan, Jason T. Ritt, Jr-Shin Li, ShiNung Ching
2019 J jnl
Biophysically interpretable inference of single neuron dynamics.
J. Comput. Neurosci.
Vignesh Narayanan, Jr-Shin Li, ShiNung Ching
2019 J jnl
Dynamics reconstruction and classification via Koopman features.
Data Min. Knowl. Discov.
Wei Zhang, Yao-Chi Yu, Jr-Shin Li
2019 — conf
Robust Population Transfer for Coupled Spin Ensembles.
CDC
Wei Zhang, Vignesh Narayanan, Jr-Shin Li
2018 — conf
A Phase Model Based Control of Periodic Deferrable Loads in Demand Response Programs.
CDC
Walter Bomela, Anatoly Zlotnik, Jr-Shin Li
2018 J jnl
Free-endpoint optimal control of inhomogeneous bilinear ensemble systems.
Autom.
Shuo Wang, Jr-Shin Li
2018 J jnl
On controllability of time-varying linear population systems with parameters in unbounded sets.
Syst. Control. Lett.
Wei Zhang, Jr-Shin Li
2018 C conf
On the Computation of Control Inputs for Linear Ensembles.
ACC
Shen Zeng, Wei Zhang, Jr-Shin Li
2018 — conf
Optimal Control of Bilinear Ensembles with Free-Endpoint Constraints.
CDC
Shuo Wang, Jr-Shin Li
2017 — conf
Computing controllability of systems on SO(n) over graphs.
CDC
Jr-Shin Li, Wei Zhang, Liang Wang
2017 — conf
Controllability of linear ensemble systems with constant drift and linear parameter variation.
CCTA
Lin Tie, Wei Zhang, Jr-Shin Li
2017 J jnl
Fixed-Endpoint Optimal Control of Bilinear Ensemble Systems.
SIAM J. Control. Optim.
Shuo Wang, Jr-Shin Li
2016 C conf
An iterative method for computing optimal controls for bilinear quadratic tracking problems.
ACC
Walter Bomela, Jr-Shin Li
2016 — conf
Control of ensemble systems on special orthogonal groups.
CDC
Wei Zhang, Jr-Shin Li
2016 C conf
On controllability of discrete-time linear ensemble systems with linear parameter variation.
ACC
Lin Tie, Jr-Shin Li
2015 J jnl
Constrained charge-balanced minimum-power controls for spiking neuron oscillators.
Syst. Control. Lett.
Isuru Dasanayake, Jr-Shin Li
2015 — conf
Fixed-endpoint minimum-energy control of bilinear ensemble systems.
CDC
Shuo Wang, Jr-Shin Li
2015 C conf
Minimum energy subharmonic synchronization of an uncertain nonlinear oscillator.
ACC
Anatoly Zlotnik, Jr-Shin Li
2015 — conf
Uniform and selective excitations of spin ensembles with rf inhomogeneity.
CDC
Wei Zhang, Jr-Shin Li
2014 — conf
Controllability characterization of linear ensemble systems.
CDC
Ji Qi, Jr-Shin Li
2014 J jnl
Design of Charge-Balanced Time-Optimal Stimuli for Spiking Neuron Oscillators.
Neural Comput.
Isuru Dasanayake, Jr-Shin Li
2014 J jnl
Minimum-Time Quantum Transport With Bounded Trap Velocity.
IEEE Trans. Autom. Control.
Dionisis Stefanatos, Jr-Shin Li
2014 J jnl
Optimal Subharmonic Entrainment of Weakly Forced Nonlinear Oscillators.
SIAM J. Appl. Dyn. Syst.
Anatoly Zlotnik, Jr-Shin Li
2014 J jnl
Potential and optimal control of human head movement using Tait-Bryan parametrization.
Autom.
Indika Wijayasinghe, Justin Ruths, Ulrich Büttner, Bijoy K. Ghosh, Stefan Glasauer, Olympia Kremmyda, Jr-Shin Li
2013 J jnl
Control and Synchronization of Neuron Ensembles.
IEEE Trans. Autom. Control.
Jr-Shin Li, Isuru Dasanayake, Justin Ruths
2013 — conf
Ensemble controllability of time-invariant linear systems.
CDC
Ji Qi, Jr-Shin Li
2013 — conf
Optimal control of neurons using the homotopy perturbation method.
CDC
Isuru Dasanayake, Anatoly Zlotnik, Wei Zhang, Jr-Shin Li
2013 — conf
Optimal ensemble control of stochastic linear systems.
CDC
Ji Qi, Anatoly Zlotnik, Jr-Shin Li
2013 J jnl
Optimal ensemble control of stochastic time-varying linear systems.
Syst. Control. Lett.
Ji Qi, Anatoly Zlotnik, Jr-Shin Li
2012 — conf
Charge-balanced time-optimal control for spiking neuron oscillators.
CDC
Isuru Dasanayake, Jr-Shin Li
2012 — conf
Iterative ensemble control synthesis for bilinear systems.
CDC
Anatoly Zlotnik, Jr-Shin Li
2012 J jnl
Optimal Control of Inhomogeneous Ensembles.
IEEE Trans. Autom. Control.
Justin Ruths, Jr-Shin Li
2012 C conf
Synthesis of optimal ensemble controls for linear systems using the singular value decomposition.
ACC
Anatoly Zlotnik, Jr-Shin Li
2012 C conf
The role of singular control in frictionless atom cooling in a harmonic trapping potential.
ACC
Dionisis Stefanatos, Jr-Shin Li
2012 — conf
Time-optimal adiabatic-like expansion of Bose-Einstein condensates.
CDC
Dionisis Stefanatos, Jr-Shin Li
2012 — conf
Time-optimal frictionless atom cooling in harmonic traps.
CDC
Dionisis Stefanatos, Heinz Schaettler, Jr-Shin Li
2011 J jnl
Charge-Balanced Minimum-Power Controls for Spiking Neuron Oscillators
CoRR
Isuru Dasanayake, Jr-Shin Li
2011 — conf
Constrained minimum-power control of spiking neuron oscillators.
CDC/ECC
Isuru Dasanayake, Jr-Shin Li
2011 — conf
Convergence of a pseudospectral method for optimal control of complex dynamical systems.
CDC/ECC
Justin Ruths, Anatoly Zlotnik, Jr-Shin Li
2011 J jnl
Ensemble Control of Finite-Dimensional Time-Varying Linear Systems.
IEEE Trans. Autom. Control.
Jr-Shin Li
2011 J jnl
Minimum-Time Frictionless Atom Cooling in Harmonic Traps.
SIAM J. Control. Optim.
Dionisis Stefanatos, Heinz Schaettler, Jr-Shin Li
2011 J jnl
Optimal Asymptotic Entrainment of Phase-Reduced Oscillators
CoRR
Anatoly Zlotnik, Jr-Shin Li
2011 J jnl
Optimal Control of Inhomogeneous Ensembles
CoRR
Justin Ruths, Jr-Shin Li
2011 J jnl
Synthesis of Optimal Ensemble Controls for Linear Systems using the Singular Value Decomposition
CoRR
Anatoly Zlotnik, Jr-Shin Li
2011 J jnl
The Role of Singular Control in Frictionless Atom Cooling in a Harmonic Trapping Potential
CoRR
Dionisis Stefanatos, Jr-Shin Li
2010 — conf
Constrained Kalman filtering for IMRT optimization.
CDC
Isuru Dasanayake, Issam El-Naqa, Jr-Shin Li
2010 J jnl
Constrained minimum-energy optimal control of the dissipative Bloch equations.
Syst. Control. Lett.
Dionisis Stefanatos, Jr-Shin Li
2010 — conf
Optimal ensemble control of open quantum systems with a pseudospectral method.
CDC
Justin Ruths, Jr-Shin Li
2009 — conf
A new perspective on control of uncertain complex systems.
CDC
Jr-Shin Li
2009 J jnl
Ensemble Control of Bloch Equations.
IEEE Trans. Autom. Control.
Jr-Shin Li, Navin Khaneja
2009 C conf
Real-time dynamic Pricing for multiproduct models with time-dependent customer arrival rates.
ACC
Jr-Shin Li, Shuo Chen
2007 — conf
Ensemble control of linear systems.
CDC
Jr-Shin Li, Navin Khaneja
2006 — conf
Ensemble Controllability of the Bloch Equations.
CDC
Jr-Shin Li, Navin Khaneja