Yongxin Chen

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Tryphon T. GeorgiouUniversity of California, IrvineAdresse e-mail validée de uci.edu
Michele PavonProfessor of Mathematics, New York University Abu DhabiAdresse e-mail validée de math.unipd.it
Qinsheng ZhangPhD candidate, Georgia Institute of TechnologyAdresse e-mail validée de gatech.edu
Allen TannenbaumDistinguished Professor, Computer Science/Applied Mathematics, Stony Brook UniversityAdresse e-mail validée de stonybrook.edu
Johan KarlssonProfessor, Department of Mathematics, KTH Royal Institute of TechnologyAdresse e-mail validée de math.kth.se
Amirhossein TaghvaeiAssistant Professor, University of Washington, SeattleAdresse e-mail validée de uw.edu
Isabel HaaslerAssistant professor, Uppsala UniversityAdresse e-mail validée de it.uu.se
Jiaojiao FanGeorgia Institute of TechnologyAdresse e-mail validée de gatech.edu
Mingyi HongAssociate Professor, University of Minnesota; Amazon ScholarAdresse e-mail validée de umn.edu
Axel RinghAssistant Professor, Department of Mathematical Sciences, Chalmers University of TechnologyAdresse e-mail validée de chalmers.se
Zhaoran WangAssociate Professor at Northwestern UniversityAdresse e-mail validée de northwestern.edu
Hongzhe YuPh.D. student at Georgia institute of technologyAdresse e-mail validée de gatech.edu
Haotian XueML Ph.D. student at 𝐆𝐞𝐨𝐫𝐠𝐢𝐚 𝐓𝐞𝐜𝐡Adresse e-mail validée de gatech.edu
Molei TaoAssociate Professor, Georgia Institute of TechnologyAdresse e-mail validée de gatech.edu
Zhuoran YangYale UniversityAdresse e-mail validée de yale.edu
Christophe LengletUniversity of MinnesotaAdresse e-mail validée de umn.edu
Utkarsh Aashu MishraGeorgia Institute of TechnologyAdresse e-mail validée de gatech.edu
Rahul SinghPostdoctoral Fellow, Yale UniversityAdresse e-mail validée de yale.edu
Haomin ZhouSchool of MathematicsAdresse e-mail validée de math.gatech.edu
Andre WibisonoAssistant Professor at Yale UniversityAdresse e-mail validée de yale.edu

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Yongxin Chen

Georgia Institute of Technology

Adresse e-mail validée de gatech.edu - Page d'accueil

control theory machine learning robotics optimal transport optimization


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Fast sampling of diffusion models with exponential integrator Q Zhang, Y Chen arXiv preprint arXiv:2204.13902, 2022	381	2022
On the relation between optimal transport and Schrödinger bridges: A stochastic control viewpoint Y Chen, TT Georgiou, M Pavon Journal of Optimization Theory and Applications 169, 671-691, 2016	330	2016
Optimal steering of a linear stochastic system to a final probability distribution, Part I Y Chen, TT Georgiou, M Pavon IEEE Transactions on Automatic Control 61 (5), 1158-1169, 2015	259	2015
Hybrid block successive approximation for one-sided non-convex min-max problems: algorithms and applications S Lu, I Tsaknakis, M Hong, Y Chen IEEE Transactions on Signal Processing 68, 3676-3691, 2020	202	2020
Optimal steering of a linear stochastic system to a final probability distribution, Part II Y Chen, TT Georgiou, M Pavon IEEE Transactions on Automatic Control 61 (5), 1170-1180, 2015	178	2015
Stochastic control liaisons: Richard sinkhorn meets gaspard monge on a schrodinger bridge Y Chen, TT Georgiou, M Pavon Siam Review 63 (2), 249-313, 2021	170	2021
Provably global convergence of actor-critic: A case for linear quadratic regulator with ergodic cost Z Yang, Y Chen, M Hong, Z Wang Advances in neural information processing systems 32, 2019	157	2019
Optimal transport for Gaussian mixture models Y Chen, TT Georgiou, A Tannenbaum IEEE Access 7, 6269-6278, 2018	152	2018
Optimal transport over a linear dynamical system Y Chen, TT Georgiou, M Pavon IEEE Transactions on Automatic Control 62 (5), 2137-2152, 2016	137	2016
Entropic and displacement interpolation: a computational approach using the Hilbert metric Y Chen, T Georgiou, M Pavon SIAM Journal on Applied Mathematics 76 (6), 2375-2396, 2016	127	2016
gddim: Generalized denoising diffusion implicit models Q Zhang, M Tao, Y Chen arXiv preprint arXiv:2206.05564, 2022	121	2022
Diffusion normalizing flow Q Zhang, Y Chen Advances in neural information processing systems 34, 16280-16291, 2021	108	2021
Optimal transport in systems and control Y Chen, TT Georgiou, M Pavon Annual Review of Control, Robotics, and Autonomous Systems 4 (1), 89-113, 2021	108	2021
Matrix optimal mass transport: a quantum mechanical approach Y Chen, TT Georgiou, A Tannenbaum IEEE Transactions on Automatic Control 63 (8), 2612-2619, 2017	89	2017
Path integral sampler: a stochastic control approach for sampling Q Zhang, Y Chen arXiv preprint arXiv:2111.15141, 2021	88	2021
Network curvature as a hallmark of brain structural connectivity H Farooq, Y Chen, TT Georgiou, A Tannenbaum, C Lenglet Nature communications 10 (1), 4937, 2019	82	2019
Actor-critic provably finds Nash equilibria of linear-quadratic mean-field games Z Fu, Z Yang, Y Chen, Z Wang arXiv preprint arXiv:1910.07498, 2019	70	2019
Loss-guided diffusion models for plug-and-play controllable generation J Song, Q Zhang, H Yin, M Mardani, MY Liu, J Kautz, Y Chen, A Vahdat International Conference on Machine Learning, 32483-32498, 2023	69	2023
Improved analysis for a proximal algorithm for sampling Y Chen, S Chewi, A Salim, A Wibisono Conference on Learning Theory, 2984-3014, 2022	67	2022
Variational Wasserstein gradient flow J Fan, Q Zhang, A Taghvaei, Y Chen arXiv preprint arXiv:2112.02424, 2021	66	2021

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