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2020 – today
- 2024
[j32]Vignesh Narayanan
, Wei Zhang, Jr-Shin Li:
Duality of Ensemble Systems Through Moment Representations. IEEE Trans. Autom. Control. 69(10): 7270-7276 (2024)- [j31]Yao-Chi Yu, Vignesh Narayanan, Jr-Shin Li:
Moment-Based Reinforcement Learning for Ensemble Control. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12653-12664 (2024) - [c42]Minh Vu, Bharat Singhal, Jr-Shin Li, Shen Zeng:
Data-driven moment-based control of linear ensemble systems. ACC 2024: 5004-5009 - [i14]Wei Zhang, Jr-Shin Li:
Reinforcement Leaning for Infinite-Dimensional Systems. CoRR abs/2409.15737 (2024) - 2023
- [j30]Ye Fan, Jr-Shin Li, Nan Lin:
Residual projection for quantile regression in vertically partitioned big data. Data Min. Knowl. Discov. 37(2): 710-735 (2023) - [j29]Bharat Singhal, István Z. Kiss, Jr-Shin Li:
Optimal Phase-Selective Entrainment of Heterogeneous Oscillator Ensembles. SIAM J. Appl. Dyn. Syst. 22(3): 2180-2205 (2023) - [j28]Xing Wang, Bo Li, Jr-Shin Li, Ian R. Petersen, Guodong Shi:
Controllability and Accessibility on Graphs for Bilinear Systems Over Lie Groups. IEEE Trans. Autom. Control. 68(4): 2277-2292 (2023) - [j27]Wei Miao, Vignesh Narayanan, Jr-Shin Li:
Interpretable Design of Reservoir Computing Networks Using Realization Theory. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6379-6389 (2023) - [c41]Bharat Singhal, Minh Vu, Shen Zeng, Jr-Shin Li:
An Iterative Approach to Optimal Control Design for Oscillator Networks. ACC 2023: 3466-3471 - [c40]Yuan-Hung Kuan, Xin Ning, Jr-Shin Li:
A Generalized-Moment Method for Control-Affine Ensemble Systems. CDC 2023: 1654-1659 - [i13]Shicheng Li, Bharat Singhal, Jr-Shin Li:
An Iterative Approach to Data-Driven Inference for Decoding Oscillator Network Structures. CoRR abs/2310.15990 (2023) - 2022
- [j26]Jr-Shin Li, Wei Zhang, Yuan-Hung Kuan:
Moment quantization of inhomogeneous spin ensembles. Annu. Rev. Control. 54: 305-313 (2022) - [j25]Shen Zeng, Jr-Shin Li:
An operator theoretic approach to linear ensemble control. Syst. Control. Lett. 168: 105350 (2022) - [c39]Xin Ning, André Luiz P. de Lima, Jr-Shin Li:
NMR Pulse Design using Moment Dynamical Systems. CDC 2022: 5167-5172 - [i12]Gong Cheng, Wei Zhang, Jr-Shin Li:
Bilinear Systems Induced by Proper Lie Group Actions. CoRR abs/2203.07483 (2022) - [i11]Wei Zhang, Jr-Shin Li:
Controllability Canonical Forms of Linear Ensemble Systems. CoRR abs/2211.02975 (2022) - [i10]Wei Zhang, Jr-Shin Li:
Koopman Bilinearization of Nonlinear Control Systems. CoRR abs/2211.07112 (2022) - 2021
- [j24]Wei Miao, Gong Cheng, Jr-Shin Li:
On Numerical Examination of Uniform Ensemble Controllability for Linear Ensemble Systems. IEEE Control. Syst. Lett. 5(6): 1898-1903 (2021) - [j23]Liang Wang, Vignesh Narayanan, Yao-Chi Yu, Yikyung Park, Jr-Shin Li:
A Nested Two-Stage Clustering Method for Structured Temporal Sequence Data. Knowl. Inf. Syst. 63(7): 1627-1662 (2021) - [j22]Gong Cheng, Wei Zhang, Jr-Shin Li:
Combinatorics-Based Approaches to Controllability Characterization for Bilinear Systems. SIAM J. Control. Optim. 59(5): 3574-3599 (2021) - [j21]Wei Zhang, Jr-Shin Li:
Ensemble Control on Lie Groups. SIAM J. Control. Optim. 59(5): 3805-3827 (2021) - [j20]Wei-Cheng Jiang, Vignesh Narayanan, Jr-Shin Li:
Model Learning and Knowledge Sharing for Cooperative Multiagent Systems in Stochastic Environment. IEEE Trans. Cybern. 51(12): 5717-5727 (2021) - [c38]Wei Miao, Gong Cheng, Jr-Shin Li:
On Numerical Examination of Uniform Ensemble Controllability for Linear Ensemble Systems. ACC 2021: 2467-2472 - [c37]Wei Zhang, Lin Tie, Jr-Shin Li:
Controllability of Sobolev-Type Linear Ensemble Systems. CDC 2021: 4097-4102 - [c36]Xing Wang, Bo Li, Jr-Shin Li, Ian R. Petersen, Guodong Shi:
Graphical Characterizations for Structural Controllability of Drifted Bilinear Systems. CDC 2021: 5532-5537 - [i9]Wei Miao, Vignesh Narayanan, Jr-Shin Li:
Interpretable Design of Reservoir Computing Networks using Realization Theory. CoRR abs/2112.06891 (2021) - [i8]Wei Miao, Gong Cheng, Jr-Shin Li:
On Uniform Ensemble Controllability of Diagonalizable Linear Ensemble Systems. CoRR abs/2112.14301 (2021) - [i7]Wei Miao, Jr-Shin Li:
Ensemble Recognition in Reproducing Kernel Hilbert Spaces through Aggregated Measurements. CoRR abs/2112.14307 (2021) - 2020
- [j19]Jr-Shin Li, Wei Zhang, Lin Tie:
On Separating Points for Ensemble Controllability. SIAM J. Control. Optim. 58(5): 2740-2764 (2020) - [j18]Wei Zhang, Jr-Shin Li:
Analyzing Controllability of Bilinear Systems on Symmetric Groups: Mapping Lie Brackets to Permutations. IEEE Trans. Autom. Control. 65(11): 4895-4901 (2020) - [c35]Xin Ning, Walter Bomela, Jr-Shin Li:
An Iterative Method for Optimal Control of Nonlinear Quadratic Tracking Problems. ACC 2020: 76-81 - [c34]Yao-Chi Yu, Vignesh Narayanan, ShiNung Ching, Jr-Shin Li:
Learning to Control Neurons using Aggregated Measurements. ACC 2020: 4028-4033 - [c33]Wei Miao, Jr-Shin Li:
A Geometric Approach to Linear Ensemble Control Analysis and Design. ACC 2020: 4600-4605 - [c32]Xing Wang, Bo Li, Jr-Shin Li, Ian R. Petersen, Guodong Shi:
Controllability over Graphs for Bilinear Systems over Lie Groups. CDC 2020: 5580-5585
2010 – 2019
- 2019
- [j17]Wei Zhang, Yao-Chi Yu, Jr-Shin Li:
Dynamics reconstruction and classification via Koopman features. Data Min. Knowl. Discov. 33(6): 1710-1735 (2019) - [j16]Vignesh Narayanan, Jr-Shin Li, ShiNung Ching:
Biophysically interpretable inference of single neuron dynamics. J. Comput. Neurosci. 47(1): 61-76 (2019) - [c31]Vignesh Narayanan, Jason T. Ritt, Jr-Shin Li, ShiNung Ching:
A Learning Framework for Controlling Spiking Neural Networks. ACC 2019: 211-216 - [c30]Wei Zhang, Vignesh Narayanan, Jr-Shin Li:
Robust Population Transfer for Coupled Spin Ensembles. CDC 2019: 419-424 - 2018
- [j15]Shuo Wang, Jr-Shin Li:
Free-endpoint optimal control of inhomogeneous bilinear ensemble systems. Autom. 95: 306-315 (2018) - [j14]Wei Zhang, Jr-Shin Li:
On controllability of time-varying linear population systems with parameters in unbounded sets. Syst. Control. Lett. 118: 94-100 (2018) - [c29]Shen Zeng, Wei Zhang, Jr-Shin Li:
On the Computation of Control Inputs for Linear Ensembles. ACC 2018: 6101-6107 - [c28]Shuo Wang, Jr-Shin Li:
Optimal Control of Bilinear Ensembles with Free-Endpoint Constraints. CDC 2018: 4046-4051 - [c27]Walter Bomela, Anatoly Zlotnik, Jr-Shin Li:
A Phase Model Based Control of Periodic Deferrable Loads in Demand Response Programs. CDC 2018: 6507-6513 - 2017
- [j13]Shuo Wang, Jr-Shin Li:
Fixed-Endpoint Optimal Control of Bilinear Ensemble Systems. SIAM J. Control. Optim. 55(5): 3039-3065 (2017) - [c26]Lin Tie, Wei Zhang, Jr-Shin Li:
Controllability of linear ensemble systems with constant drift and linear parameter variation. CCTA 2017: 1129-1134 - [c25]Jr-Shin Li, Wei Zhang, Liang Wang:
Computing controllability of systems on SO(n) over graphs. CDC 2017: 5511-5516 - 2016
- [c24]Walter Bomela, Jr-Shin Li:
An iterative method for computing optimal controls for bilinear quadratic tracking problems. ACC 2016: 2912-2917 - [c23]Lin Tie, Jr-Shin Li:
On controllability of discrete-time linear ensemble systems with linear parameter variation. ACC 2016: 6357-6362 - [c22]Wei Zhang, Jr-Shin Li:
Control of ensemble systems on special orthogonal groups. CDC 2016: 2529-2534 - 2015
- [j12]Isuru Dasanayake, Jr-Shin Li:
Constrained charge-balanced minimum-power controls for spiking neuron oscillators. Syst. Control. Lett. 75: 124-130 (2015) - [c21]Anatoly Zlotnik, Jr-Shin Li:
Minimum energy subharmonic synchronization of an uncertain nonlinear oscillator. ACC 2015: 3114-3119 - [c20]Shuo Wang, Jr-Shin Li:
Fixed-endpoint minimum-energy control of bilinear ensemble systems. CDC 2015: 1078-1083 - [c19]Wei Zhang, Jr-Shin Li:
Uniform and selective excitations of spin ensembles with rf inhomogeneity. CDC 2015: 5766-5771 - 2014
- [j11]Indika Wijayasinghe, Justin Ruths, Ulrich Büttner, Bijoy K. Ghosh, Stefan Glasauer, Olympia Kremmyda, Jr-Shin Li:
Potential and optimal control of human head movement using Tait-Bryan parametrization. Autom. 50(2): 519-529 (2014) - [j10]Isuru Dasanayake, Jr-Shin Li:
Design of Charge-Balanced Time-Optimal Stimuli for Spiking Neuron Oscillators. Neural Comput. 26(10): 2223-2246 (2014) - [j9]Anatoly Zlotnik, Jr-Shin Li:
Optimal Subharmonic Entrainment of Weakly Forced Nonlinear Oscillators. SIAM J. Appl. Dyn. Syst. 13(4): 1654-1693 (2014) - [j8]Dionisis Stefanatos, Jr-Shin Li:
Minimum-Time Quantum Transport With Bounded Trap Velocity. IEEE Trans. Autom. Control. 59(3): 733-738 (2014) - [c18]Ji Qi, Jr-Shin Li:
Controllability characterization of linear ensemble systems. CDC 2014: 5113-5118 - 2013
- [j7]Ji Qi, Anatoly Zlotnik, Jr-Shin Li:
Optimal ensemble control of stochastic time-varying linear systems. Syst. Control. Lett. 62(11): 1057-1064 (2013) - [j6]Jr-Shin Li, Isuru Dasanayake, Justin Ruths:
Control and Synchronization of Neuron Ensembles. IEEE Trans. Autom. Control. 58(8): 1919-1930 (2013) - [c17]Ji Qi, Jr-Shin Li:
Ensemble controllability of time-invariant linear systems. CDC 2013: 2709-2714 - [c16]Ji Qi, Anatoly Zlotnik, Jr-Shin Li:
Optimal ensemble control of stochastic linear systems. CDC 2013: 3091-3096 - [c15]Isuru Dasanayake, Anatoly Zlotnik, Wei Zhang, Jr-Shin Li:
Optimal control of neurons using the homotopy perturbation method. CDC 2013: 3385-3390 - 2012
- [j5]Justin Ruths, Jr-Shin Li:
Optimal Control of Inhomogeneous Ensembles. IEEE Trans. Autom. Control. 57(8): 2021-2032 (2012) - [c14]Dionisis Stefanatos, Jr-Shin Li:
The role of singular control in frictionless atom cooling in a harmonic trapping potential. ACC 2012: 5061-5066 - [c13]Anatoly Zlotnik, Jr-Shin Li:
Synthesis of optimal ensemble controls for linear systems using the singular value decomposition. ACC 2012: 5849-5854 - [c12]Dionisis Stefanatos, Heinz Schaettler, Jr-Shin Li:
Time-optimal frictionless atom cooling in harmonic traps. CDC 2012: 1065-1071 - [c11]Isuru Dasanayake, Jr-Shin Li:
Charge-balanced time-optimal control for spiking neuron oscillators. CDC 2012: 1651-1656 - [c10]Anatoly Zlotnik, Jr-Shin Li:
Iterative ensemble control synthesis for bilinear systems. CDC 2012: 3484-3489 - [c9]Dionisis Stefanatos, Jr-Shin Li:
Time-optimal adiabatic-like expansion of Bose-Einstein condensates. CDC 2012: 3652-3657 - 2011
- [j4]Dionisis Stefanatos, Heinz Schaettler, Jr-Shin Li:
Minimum-Time Frictionless Atom Cooling in Harmonic Traps. SIAM J. Control. Optim. 49(6): 2440-2462 (2011) - [j3]Jr-Shin Li:
Ensemble Control of Finite-Dimensional Time-Varying Linear Systems. IEEE Trans. Autom. Control. 56(2): 345-357 (2011) - [c8]Isuru Dasanayake, Jr-Shin Li:
Constrained minimum-power control of spiking neuron oscillators. CDC/ECC 2011: 3694-3699 - [c7]Justin Ruths, Anatoly Zlotnik, Jr-Shin Li:
Convergence of a pseudospectral method for optimal control of complex dynamical systems. CDC/ECC 2011: 5553-5558 - [i6]Justin Ruths, Jr-Shin Li:
Optimal Control of Inhomogeneous Ensembles. CoRR abs/1102.3713 (2011) - [i5]Dionisis Stefanatos, Jr-Shin Li:
The Role of Singular Control in Frictionless Atom Cooling in a Harmonic Trapping Potential. CoRR abs/1103.1665 (2011) - [i4]Anatoly Zlotnik, Jr-Shin Li:
Optimal Asymptotic Entrainment of Phase-Reduced Oscillators. CoRR abs/1104.2112 (2011) - [i3]Dionisis Stefanatos, Shin Li Jr.:
Minimum-Time Quantum Transport with Bounded Trap Velocity. CoRR abs/1107.1691 (2011) - [i2]Isuru Dasanayake, Jr-Shin Li:
Charge-Balanced Minimum-Power Controls for Spiking Neuron Oscillators. CoRR abs/1109.3798 (2011) - [i1]Anatoly Zlotnik, Jr-Shin Li:
Synthesis of Optimal Ensemble Controls for Linear Systems using the Singular Value Decomposition. CoRR abs/1109.5322 (2011) - 2010
- [j2]Dionisis Stefanatos, Jr-Shin Li:
Constrained minimum-energy optimal control of the dissipative Bloch equations. Syst. Control. Lett. 59(10): 601-607 (2010) - [c6]Justin Ruths, Jr-Shin Li:
Optimal ensemble control of open quantum systems with a pseudospectral method. CDC 2010: 3008-3013 - [c5]Isuru Dasanayake, Issam El-Naqa, Jr-Shin Li:
Constrained Kalman filtering for IMRT optimization. CDC 2010: 4703-4708
2000 – 2009
- 2009
- [j1]Jr-Shin Li, Navin Khaneja:
Ensemble Control of Bloch Equations. IEEE Trans. Autom. Control. 54(3): 528-536 (2009) - [c4]Jr-Shin Li, Shuo Chen:
Real-time dynamic Pricing for multiproduct models with time-dependent customer arrival rates. ACC 2009: 2196-2201 - [c3]Jr-Shin Li:
A new perspective on control of uncertain complex systems. CDC 2009: 708-713 - 2007
- [c2]Jr-Shin Li, Navin Khaneja:
Ensemble control of linear systems. CDC 2007: 3768-3773 - 2006
- [c1]Jr-Shin Li, Navin Khaneja:
Ensemble Controllability of the Bloch Equations. CDC 2006: 2483-2487
Coauthor Index
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