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ORCIDYongxin Chen 0002
Person information
- affiliation: Georgia Institute of Technology, Atlanta, GA, USA
Other persons with the same name
- Yongxin Chen — disambiguation page
- Yongxin Chen 0001
![[0009-0002-6130-9450]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0009-0002-6130-9450")
— National University of Defense Technology, Changsha, Hunan, China - Yongxin Chen 0003 — Lanzhou University of Technology, Lanzhou, China
- Yongxin Chen 0004 — Southeast University, Nanjing, China
- Yongxin Chen 0005 — China University of Geosciences, Wuhan, China
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2020 – today
- 2025
[j59]Liqian Ma, Zishun Liu, Hongzhe Yu, Yongxin Chen:
Verification of Stochastic Systems Under Signal Temporal Logic Specifications. IEEE Control. Syst. Lett. 9: 150-155 (2025)- [j58]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport. SIAM Rev. 67(3): 579-604 (2025) - [j57]Saber Jafarpour, Zishun Liu, Yongxin Chen:
Probabilistic Reachability Analysis of Stochastic Control Systems. IEEE Trans. Autom. Control. 70(11): 7080-7094 (2025) - [i61]Zishun Liu, Saber Jafarpour, Yongxin Chen:
Safety Verification of Nonlinear Stochastic Systems via Probabilistic Tube. CoRR abs/2503.03328 (2025) - 2024
- [j56]Rui Fu, Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Stochastic thermodynamic engines under time-varying temperature profile. Autom. 159: 111361 (2024) - [j55]Zishun Liu, Saber Jafarpour, Yongxin Chen:
Safety Verification of Stochastic Systems: A Set-Erosion Approach. IEEE Control. Syst. Lett. 8: 2859-2864 (2024) - [j54]Isabel Haasler, Axel Ringh, Yongxin Chen, Johan Karlsson:
Scalable Computation of Dynamic Flow Problems via Multimarginal Graph-Structured Optimal Transport. Math. Oper. Res. 49(2): 986-1011 (2024) - [j53]Axel Ringh, Isabel Haasler, Yongxin Chen, Johan Karlsson:
Graph-Structured Tensor Optimization for Nonlinear Density Control and Mean Field Games. SIAM J. Control. Optim. 62(4): 2176-2202 (2024) - [j52]Yongxin Chen:
Density Control of Interacting Agent Systems. IEEE Trans. Autom. Control. 69(1): 246-260 (2024) - [i60]Jiaojiao Fan, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
A parallel framework for graphical optimal transport. CoRR abs/2406.10849 (2024) - [i59]Saber Jafarpour, Yongxin Chen:
Probabilistic Reachability of Stochastic Control Systems: A Contraction-Based Approach. CoRR abs/2407.12225 (2024) - [i58]Zishun Liu, Saber Jafarpour, Yongxin Chen:
Probabilistic Reachability of Discrete-Time Nonlinear Stochastic Systems. CoRR abs/2409.09334 (2024) - [i57]Zishun Liu, Saber Jafarpour, Yongxin Chen:
Safety Verification of Stochastic Systems: A Set-Erosion Approach. CoRR abs/2410.02107 (2024) - 2023
- [j51]Joseph Moyalan, Hyungjin Choi, Yongxin Chen, Umesh Vaidya:
Data-driven optimal control via linear transfer operators: A convex approach. Autom. 150: 110841 (2023) - [j50]Rahul Singh, Yongxin Chen:
Learning Gaussian Hidden Markov Models From Aggregate Data. IEEE Control. Syst. Lett. 7: 478-483 (2023) - [j49]Bo Yuan, Qinsheng Zhang, Yongxin Chen:
An Optimal Control Approach to Particle Filtering on Lie Groups. IEEE Control. Syst. Lett. 7: 1195-1200 (2023) - [j48]Bo Yuan, Jiaojiao Fan, Yuqing Wang, Molei Tao, Yongxin Chen:
Markov Chain Monte Carlo for Gaussian: A Linear Control Perspective. IEEE Control. Syst. Lett. 7: 2173-2178 (2023) - [j47]Axel Ringh, Isabel Haasler, Yongxin Chen, Johan Karlsson:
Mean Field Type Control With Species Dependent Dynamics via Structured Tensor Optimization. IEEE Control. Syst. Lett. 7: 2898-2903 (2023) - [j46]Alexis M. H. Teter, Yongxin Chen, Abhishek Halder:
On the Contraction Coefficient of the Schrödinger Bridge for Stochastic Linear Systems. IEEE Control. Syst. Lett. 7: 3325-3330 (2023) - [j45]Hongzhe Yu, Yongxin Chen:
A Gaussian Variational Inference Approach to Motion Planning. IEEE Robotics Autom. Lett. 8(5): 2518-2525 (2023) - [j44]Joseph Moyalan, Yongxin Chen, Umesh Vaidya:
Convex Approach to Data-Driven Off-Road Navigation via Linear Transfer Operators. IEEE Robotics Autom. Lett. 8(6): 3278-3285 (2023) - [j43]Rahul Singh, Yongxin Chen:
Signed Graph Neural Networks: A Frequency Perspective. Trans. Mach. Learn. Res. 2023 (2023) - [c33]Hongzhe Yu, Joseph Moyalan, Umesh Vaidya, Yongxin Chen:
Data-driven optimal control under safety constraints using sparse Koopman approximation. ICRA 2023: 10574-10579 - [i56]Axel Ringh, Isabel Haasler, Yongxin Chen, Johan Karlsson:
Mean field type control with species dependent dynamics via structured tensor optimization. CoRR abs/2305.15292 (2023) - [i55]Hongzhe Yu, Joseph Moyalan, Umesh Vaidya, Yongxin Chen:
Data-driven optimal control under safety constraints using sparse Koopman approximation. CoRR abs/2306.00596 (2023) - [i54]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Control and estimation of multi-commodity network flow under aggregation. CoRR abs/2307.05103 (2023) - [i53]Alexis M. H. Teter, Yongxin Chen, Abhishek Halder:
On the Contraction Coefficient of the Schrödinger Bridge for Stochastic Linear Systems. CoRR abs/2309.06622 (2023) - 2022
- [j42]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Learning hidden Markov models from aggregate observations. Autom. 137: 110100 (2022) - [j41]Amirhossein Taghvaei, Olga Movilla Miangolarra, Rui Fu, Yongxin Chen, Tryphon T. Georgiou:
On the Relation Between Information and Power in Stochastic Thermodynamic Engines. IEEE Control. Syst. Lett. 6: 434-439 (2022) - [j40]Hongzhe Yu, Joseph Moyalan, Umesh Vaidya, Yongxin Chen:
Data-Driven Optimal Control of Nonlinear Dynamics Under Safety Constraints. IEEE Control. Syst. Lett. 6: 2240-2245 (2022) - [j39]Qinsheng Zhang, Rahul Singh, Yongxin Chen:
Inference of Aggregate Hidden Markov Models With Continuous Observations. IEEE Control. Syst. Lett. 6: 2377-2382 (2022) - [j38]Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Geometry of Finite-Time Thermodynamic Cycles With Anisotropic Thermal Fluctuations. IEEE Control. Syst. Lett. 6: 3409-3414 (2022) - [j37]Yongxin Chen, Vijay Gupta:
Toll Design for Routing Games With Stochastic Demands. IEEE Control. Syst. Lett. 6: 3445-3450 (2022) - [j36]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
The Most Likely Evolution of Diffusing and Vanishing Particles: Schrödinger Bridges with Unbalanced Marginals. SIAM J. Control. Optim. 60(4): 2016-2039 (2022) - [j35]Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Inference With Aggregate Data in Probabilistic Graphical Models: An Optimal Transport Approach. IEEE Trans. Autom. Control. 67(9): 4483-4497 (2022) - [j34]Fariba Ariaei, Zahra Askarzadeh, Yongxin Chen, Tryphon T. Georgiou:
Macroscopic Network Circulation for Planar Graphs. IEEE Trans. Control. Netw. Syst. 9(4): 1840-1850 (2022) - [c32]Jiaojiao Fan, Isabel Haasler, Johan Karlsson, Yongxin Chen:
On the complexity of the optimal transport problem with graph-structured cost. AISTATS 2022: 9147-9165 - [c31]Joseph Moyalan, Yongxin Chen, Umesh Vaidya:
Navigation with Probabilistic Safety Constraints: A Convex Formulation. ACC 2022: 826-830 - [c30]Rahul Singh, Keuntaek Lee, Yongxin Chen:
Sample-based Distributional Policy Gradient. L4DC 2022: 676-688 - [i52]Joseph Moyalan, Hyungjin Choi, Yongxin Chen, Umesh Vaidya:
Data-Driven Optimal Control via Linear Transfer Operators: A Convex Approach. CoRR abs/2202.01856 (2022) - [i51]Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Thermodynamic engine powered by anisotropic fluctuations. CoRR abs/2203.07573 (2022) - [i50]Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Geometry of finite-time thermodynamic cycles with anisotropic thermal fluctuations. CoRR abs/2203.12483 (2022) - [i49]Rahul Singh, Yongxin Chen:
Signed Graph Neural Networks: A Frequency Perspective. CoRR abs/2208.07323 (2022) - [i48]Joseph Moyalan, Yongxin Chen, Umesh Vaidya:
Data-Driven Convex Approach to Off-road Navigation via Linear Transfer Operators. CoRR abs/2210.00723 (2022) - 2021
- [j33]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Transport in Systems and Control. Annu. Rev. Control. Robotics Auton. Syst. 4: 89-113 (2021) - [j32]Rui Fu, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Maximal power output of a stochastic thermodynamic engine. Autom. 123: 109366 (2021) - [j31]Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Incremental Inference of Collective Graphical Models. IEEE Control. Syst. Lett. 5(2): 421-426 (2021) - [j30]Isabel Haasler, Yongxin Chen, Johan Karlsson:
Optimal Steering of Ensembles With Origin-Destination Constraints. IEEE Control. Syst. Lett. 5(3): 881-886 (2021) - [j29]Isabel Haasler, Axel Ringh, Yongxin Chen, Johan Karlsson:
Multimarginal Optimal Transport with a Tree-Structured Cost and the Schrödinger Bridge Problem. SIAM J. Control. Optim. 59(4): 2428-2453 (2021) - [j28]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Stochastic Control Liaisons: Richard Sinkhorn Meets Gaspard Monge on a Schrödinger Bridge. SIAM Rev. 63(2): 249-313 (2021) - [j27]Wei Chen, Dan Wang, Ji Liu, Yongxin Chen, Sei Zhen Khong, Tamer Basar, Karl Henrik Johansson, Li Qiu:
On Spectral Properties of Signed Laplacians With Connections to Eventual Positivity. IEEE Trans. Autom. Control. 66(5): 2177-2190 (2021) - [j26]Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Regularized Transport Between Singular Covariance Matrices. IEEE Trans. Autom. Control. 66(7): 3339-3346 (2021) - [j25]Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Multi-Marginal Optimal Transport and Probabilistic Graphical Models. IEEE Trans. Inf. Theory 67(7): 4647-4668 (2021) - [c29]Rahul Singh, Yongxin Chen:
Inference of collective Gaussian hidden Markov models. CDC 2021: 1637-1643 - [c28]Hongzhe Yu, Joseph Moyalan, Duvan Tellez-Castro, Umesh Vaidya, Yongxin Chen:
Convex Optimal Control Synthesis Under Safety Constraints. CDC 2021: 4615-4621 - [c27]Axel Ringh, Isabel Haasler, Yongxin Chen, Johan Karlsson:
Efficient computations of multi-species mean field games via graph-structured optimal transport. CDC 2021: 5261-5268 - [c26]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Fast and Asymptotic Steering to a Steady State for Networks Flows. GSI 2021: 860-868 - [c25]Joseph Moyalan, Hyungjin Choi, Yongxin Chen, Umesh Vaidya:
Sum of Squares based Convex Approach for Optimal Control Synthesis. MED 2021: 1270-1275 - [i47]Rui Fu, Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Harvesting energy from a periodic heat bath. CoRR abs/2101.02239 (2021) - [i46]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal steering to invariant distributions for networks flows. CoRR abs/2102.12628 (2021) - [i45]Amirhossein Taghvaei, Olga Movilla Miangolarra, Rui Fu, Yongxin Chen, Tryphon T. Georgiou:
On the relation between information and power in stochastic thermodynamic engines. CoRR abs/2103.03986 (2021) - [i44]Rahul Singh, Yongxin Chen:
Inference of collective Gaussian hidden Markov models. CoRR abs/2107.11662 (2021) - [i43]Olga Movilla Miangolarra, Amirhossein Taghvaei, Rui Fu, Yongxin Chen, Tryphon T. Georgiou:
Energy harvesting from anisotropic fluctuations. CoRR abs/2108.00334 (2021) - [i42]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
The most likely evolution of diffusing and vanishing particles: Schrodinger Bridges with unbalanced marginals. CoRR abs/2108.02879 (2021) - [i41]Jiaojiao Fan, Isabel Haasler, Johan Karlsson, Yongxin Chen:
On the complexity of the optimal transport problem with graph-structured cost. CoRR abs/2110.00627 (2021) - [i40]Axel Ringh, Isabel Haasler, Yongxin Chen, Johan Karlsson:
Graph-structured tensor optimization for nonlinear density control and mean field games. CoRR abs/2112.05645 (2021) - 2020
- [j24]Zahra Askarzadeh, Rui Fu, Abhishek Halder, Yongxin Chen, Tryphon T. Georgiou:
Stability Theory of Stochastic Models in Opinion Dynamics. IEEE Trans. Autom. Control. 65(2): 522-533 (2020) - [j23]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Stochastic Control and Nonequilibrium Thermodynamics: Fundamental Limits. IEEE Trans. Autom. Control. 65(7): 2979-2991 (2020) - [j22]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon, Allen R. Tannenbaum:
Relaxed Schrödinger Bridges and Robust Network Routing. IEEE Trans. Control. Netw. Syst. 7(2): 923-931 (2020) - [j21]Songtao Lu, Ioannis C. Tsaknakis, Mingyi Hong, Yongxin Chen:
Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications. IEEE Trans. Signal Process. 68: 3676-3691 (2020) - [c24]Rui Fu, Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Harvesting energy from a periodic heat bath. CDC 2020: 3034-3039 - [c23]Zuyue Fu, Zhuoran Yang, Yongxin Chen, Zhaoran Wang:
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games. ICLR 2020 - [c22]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Improving Robustness via Risk Averse Distributional Reinforcement Learning. L4DC 2020: 958-968 - [c21]Yufeng Zhang, Qi Cai, Zhuoran Yang, Yongxin Chen, Zhaoran Wang:
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory. NeurIPS 2020 - [i39]Rui Fu, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Maximal power output of a stochastic thermodynamic engine. CoRR abs/2001.00979 (2020) - [i38]Rahul Singh, Keuntaek Lee, Yongxin Chen:
Sample-based Distributional Policy Gradient. CoRR abs/2001.02652 (2020) - [i37]Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Inference with Aggregate Data: An Optimal Transport Approach. CoRR abs/2003.13933 (2020) - [i36]Fariba Ariaei, Zahra Askarzadeh, Yongxin Chen, Tryphon T. Georgiou:
Macroscopic network circulation for planar graphs. CoRR abs/2004.02053 (2020) - [i35]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Improving Robustness via Risk Averse Distributional Reinforcement Learning. CoRR abs/2005.00585 (2020) - [i34]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Stochastic control liasons: Richard Sinkhorn meets Gaspard Monge on a Schroedinger bridge. CoRR abs/2005.10963 (2020) - [i33]Yufeng Zhang, Qi Cai, Zhuoran Yang, Yongxin Chen, Zhaoran Wang:
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory. CoRR abs/2006.04761 (2020) - [i32]Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Regularized transport between singular covariance matrices. CoRR abs/2006.10000 (2020) - [i31]Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Multi-marginal optimal transport and probabilistic graphical models. CoRR abs/2006.14113 (2020) - [i30]Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Incremental inference of collective graphical models. CoRR abs/2006.15035 (2020) - [i29]Hyungjin Choi, Umesh Vaidya, Yongxin Chen:
A convex data-driven approach for nonlinear control synthesis. CoRR abs/2006.15477 (2020) - [i28]Wei Chen, Dan Wang, Ji Liu, Yongxin Chen, Sei Zhen Khong, Tamer Basar, Karl Henrik Johansson, Li Qiu:
On Spectral Properties of Signed Laplacians with Connections to Eventual Positivity. CoRR abs/2009.03581 (2020) - [i27]Qinsheng Zhang, Rahul Singh, Yongxin Chen:
Filtering for Aggregate Hidden Markov Models with Continuous Observations. CoRR abs/2011.02521 (2020) - [i26]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Learning Hidden Markov Models from Aggregate Observations. CoRR abs/2011.11236 (2020) - [i25]Zhuoran Yang, Yufeng Zhang, Yongxin Chen, Zhaoran Wang:
Variational Transport: A Convergent Particle-BasedAlgorithm for Distributional Optimization. CoRR abs/2012.11554 (2020)
2010 – 2019
- 2019
- [j20]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Optimal Transport for Gaussian Mixture Models. IEEE Access 7: 6269-6278 (2019) - [c20]Songtao Lu, Rahul Singh, Xiangyi Chen, Yongxin Chen, Mingyi Hong:
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs. ACSSC 2019: 680-684 - [c19]Zahra Askarzadeh, Rui Fu, Abhishek Halder, Yongxin Chen, Tryphon T. Georgiou:
Opinion Dynamics over Influence Networks. ACC 2019: 1873-1878 - [c18]Yongxin Chen, Umesh Vaidya:
Sample Complexity for Nonlinear Stochastic Dynamics. ACC 2019: 3526-3531 - [c17]Isabel Haasler, Axel Ringh, Yongxin Chen, Johan Karlsson:
Estimating ensemble flows on a hidden Markov chain. CDC 2019: 1331-1338 - [c16]Daniele Alpago, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
On optimal steering of a non-Markovian Gaussian process. CDC 2019: 2556-2561 - [c15]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Covariance steering in zero-sum linear-quadratic two-player differential games. CDC 2019: 8204-8209 - [c14]Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou, Luigia Ripani:
Multi-marginal Schrödinger Bridges. GSI 2019: 725-732 - [c13]Zhuoran Yang, Yongxin Chen, Mingyi Hong, Zhaoran Wang:
Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost. NeurIPS 2019: 8351-8363 - [i24]Qi Cai, Mingyi Hong, Yongxin Chen, Zhaoran Wang:
On the Global Convergence of Imitation Learning: A Case for Linear Quadratic Regulator. CoRR abs/1901.03674 (2019) - [i23]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Probabilistic Kernel Support Vector Machines. CoRR abs/1904.06762 (2019) - [i22]Zhuoran Yang, Yongxin Chen, Mingyi Hong, Zhaoran Wang:
On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost. CoRR abs/1907.06246 (2019) - [i21]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Covariance steering in zero-sum linear-quadratic two-player differential games. CoRR abs/1909.05468 (2019) - [i20]Zuyue Fu, Zhuoran Yang, Yongxin Chen, Zhaoran Wang:
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games. CoRR abs/1910.07498 (2019) - 2018
- [j19]Yongxin Chen, Johan Karlsson, Tryphon T. Georgiou:
The Role of the Time-Arrow in Mean-Square Estimation of Stochastic Processes. IEEE Control. Syst. Lett. 2(1): 85-90 (2018) - [j18]Yongxin Chen, Johan Karlsson:
State Tracking of Linear Ensembles via Optimal Mass Transport. IEEE Control. Syst. Lett. 2(2): 260-265 (2018) - [j17]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering the Distribution of Agents in Mean-Field Games System. J. Optim. Theory Appl. 179(1): 332-357 (2018) - [j16]Yongxin Chen, Eldad Haber, Kaoru Yamamoto, Tryphon T. Georgiou, Allen R. Tannenbaum:
An Efficient Algorithm for Matrix-Valued and Vector-Valued Optimal Mass Transport. J. Sci. Comput. 77(1): 79-100 (2018) - [j15]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Vector-Valued Optimal Mass Transport. SIAM J. Appl. Math. 78(3): 1682-1696 (2018) - [j14]Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou:
Measure-Valued Spline Curves: An Optimal Transport Viewpoint. SIAM J. Math. Anal. 50(6): 5947-5968 (2018) - [j13]Kaoru Yamamoto, Yongxin Chen, Lipeng Ning, Tryphon T. Georgiou, Allen R. Tannenbaum:
Regularization and Interpolation of Positive Matrices. IEEE Trans. Autom. Control. 63(4): 1208-1212 (2018) - [j12]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon, Allen R. Tannenbaum:
Efficient Robust Routing for Single Commodity Network Flows. IEEE Trans. Autom. Control. 63(7): 2287-2294 (2018) - [j11]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Matrix Optimal Mass Transport: A Quantum Mechanical Approach. IEEE Trans. Autom. Control. 63(8): 2612-2619 (2018) - [j10]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution - Part III. IEEE Trans. Autom. Control. 63(9): 3112-3118 (2018) - [c12]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering the Distribution of Agents in Mean-Field Games. CDC 2018: 4403-4408 - [i19]Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou:
Measure-valued spline curves: an optimal transport viewpoint. CoRR abs/1801.03186 (2018) - [i18]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Stochastic control and non-equilibrium thermodynamics: fundamental limits. CoRR abs/1802.01271 (2018) - 2017
- [j9]Yongxin Chen, Tryphon T. Georgiou, Lipeng Ning, Allen R. Tannenbaum:
Matricial Wasserstein-1 Distance. IEEE Control. Syst. Lett. 1(1): 14-19 (2017) - [j8]Armin Zare, Yongxin Chen, Mihailo R. Jovanovic, Tryphon T. Georgiou:
Low-Complexity Modeling of Partially Available Second-Order Statistics: Theory and an Efficient Matrix Completion Algorithm. IEEE Trans. Autom. Control. 62(3): 1368-1383 (2017) - [j7]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Transport Over a Linear Dynamical System. IEEE Trans. Autom. Control. 62(5): 2137-2152 (2017) - [j6]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon, Allen R. Tannenbaum:
Robust Transport Over Networks. IEEE Trans. Autom. Control. 62(9): 4675-4682 (2017) - [i17]Zahra Askarzadeh, Rui Fu, Abhishek Halder, Yongxin Chen, Tryphon T. Georgiou:
Stability Theory in $\ell_1$ for Nonlinear Markov Chains and Stochastic Models for Opinion Dynamics over Influence Networks. CoRR abs/1706.03158 (2017) - [i16]Yongxin Chen, Eldad Haber, Kaoru Yamamoto, Tryphon T. Georgiou, Allen R. Tannenbaum:
An Efficient Algorithm for Matrix-Valued and Vector-Valued Optimal Mass Transport. CoRR abs/1706.08841 (2017) - [i15]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Optimal transport for Gaussian mixture models. CoRR abs/1710.07876 (2017) - [i14]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering the distribution of agents in mean-field and cooperative games. CoRR abs/1712.03578 (2017) - 2016
- [j5]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
On the Relation Between Optimal Transport and Schrödinger Bridges: A Stochastic Control Viewpoint. J. Optim. Theory Appl. 169(2): 671-691 (2016) - [j4]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Entropic and Displacement Interpolation: A Computational Approach Using the Hilbert Metric. SIAM J. Appl. Math. 76(6): 2375-2396 (2016) - [j3]Yongxin Chen, Tryphon T. Georgiou:
Stochastic Bridges of Linear Systems. IEEE Trans. Autom. Control. 61(2): 526-531 (2016) - [j2]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution, Part I. IEEE Trans. Autom. Control. 61(5): 1158-1169 (2016) - [j1]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution, Part II. IEEE Trans. Autom. Control. 61(5): 1170-1180 (2016) - [c11]Yongxin Chen, Sei Zhen Khong, Tryphon T. Georgiou:
On the definiteness of graph Laplacians with negative weights: Geometrical and passivity-based approaches. ACC 2016: 2488-2493 - [c10]Yongxin Chen, Jung Hun Oh, Romeil Sandhu, Sangkyu Lee, Joseph O. Deasy, Allen R. Tannenbaum:
Transcriptional responses to ultraviolet and ionizing radiation: An approach based on graph curvature. BIBM 2016: 1302-1306 - [c9]Wei Chen, Ji Liu, Yongxin Chen, Sei Zhen Khong, Dan Wang, Tamer Basar, Li Qiu, Karl Henrik Johansson:
Characterizing the positive semidefiniteness of signed Laplacians via Effective Resistances. CDC 2016: 985-990 - [c8]Hamza Farooq, Yongxin Chen, Tryphon T. Georgiou, Christophe Lenglet:
Some geometric ideas for feature enhancement of diffusion tensor fields. CDC 2016: 3856-3861 - [c7]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon, Allen R. Tannenbaum:
A new approach to robust transportation over networks. CDC 2016: 7623-7628 - [i13]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon, Allen R. Tannenbaum:
Robust transport over networks. CoRR abs/1603.08129 (2016) - [i12]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal steering of a linear stochastic system to a final probability distribution, Part III. CoRR abs/1608.03622 (2016) - [i11]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Transport Distance on Graphs and Vector-Valued Optimal Mass Transport. CoRR abs/1611.09946 (2016) - 2015
- [c6]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal steering of inertial particles diffusing anisotropically with losses. ACC 2015: 1252-1257 - [c5]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering state statistics with output feedback. CDC 2015: 6502-6507 - [c4]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal control of the state statistics for a linear stochastic system. CDC 2015: 6508-6515 - [c3]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Mass Transport over Bridges. GSI 2015: 77-84 - [i10]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal transport over a linear dynamical system. CoRR abs/1502.01265 (2015) - [i9]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal mass transport over bridges. CoRR abs/1503.00215 (2015) - [i8]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal control of the state statistics for a linear stochastic system. CoRR abs/1503.04885 (2015) - [i7]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering state statistics with output feedback. CoRR abs/1504.00874 (2015) - [i6]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Entropic and displacement interpolation: a computational approach using the Hilbert metric. CoRR abs/1506.04255 (2015) - 2014
- [c2]Yongxin Chen, Tryphon T. Georgiou:
The flatness of power spectral zeros and their significance in quadratic estimation. CDC 2014: 4166-4171 - [i5]Yongxin Chen, Tryphon T. Georgiou:
Stochastic bridges of linear systems. CoRR abs/1407.3421 (2014) - [i4]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal steering of a linear stochastic system to a final probability distribution. CoRR abs/1408.2222 (2014) - [i3]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal steering of a linear stochastic system to a final probability distribution, part II. CoRR abs/1410.3447 (2014) - [i2]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Fast cooling for a system of stochastic oscillators. CoRR abs/1411.1323 (2014) - [i1]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
On the relation between optimal transport and Schrödinger bridges: A stochastic control viewpoint. CoRR abs/1412.4430 (2014) - 2013
- [c1]Yongxin Chen, Mihailo R. Jovanovic, Tryphon T. Georgiou:
State covariances and the matrix completion problem. CDC 2013: 1702-1707
Coauthor Index
[j58] [j56] [i54] [j41] [j38] [j36] [j34] [i51] [i50] [j33] [j32] [j28] [j26] [c26] [i47] [i46] [i45] [i43] [i42] [j24] [j23] [j22] [c24] [i39] [i36] [i34] [i32] [j20] [c19] [c16] [c15] [c14] [i23] [i21] [j19] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [c12] [i19] [i18] [j9] [j8] [j7] [j6] [i17] [i16] [i15] [i14] [j5] [j4] [j3] [j2] [j1] [c11] [c8] [c7] [i13] [i12] [i11] [c6] [c5] [c4] [c3] [i10] [i9] [i8] [i7] [i6] [c2] [i5] [i4] [i3] [i2] [i1] [c1]
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