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Career

· Research Scientist, Meta AI

Publications (151)

Fast Sampling of Diffusion Models with Exponential Integrator
International Conference on Learning Representations · 2022
543
cited
On the Relation Between Optimal Transport and Schrödinger Bridges: A Stochastic Control Viewpoint
Journal of Optimization Theory and Applications · 2014
336
cited
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution, Part I
IEEE Transactions on Automatic Control · 2016
227
cited
Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications
IEEE Transactions on Signal Processing · 2019
183
cited
Stochastic Control Liaisons: Richard Sinkhorn Meets Gaspard Monge on a Schrödinger Bridge
SIAM Review · 2021
177
cited
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution, Part II
IEEE Transactions on Automatic Control · 2014
176
cited
Path Integral Sampler: a stochastic control approach for sampling
International Conference on Learning Representations · 2021
161
cited
gDDIM: Generalized denoising diffusion implicit models
International Conference on Learning Representations · 2022
148
cited
Optimal Transport for Gaussian Mixture Models
IEEE Access · 2017
143
cited
Optimal Transport Over a Linear Dynamical System
IEEE Transactions on Automatic Control · 2015
141
cited
Two-year Results from the Globe Trial in Patients with Hepatitis B: Greater Clinical and Antiviral Efficacy for Telbivudine (LdT) vs Lamivudine
2006
125
cited
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution—Part III
IEEE Transactions on Automatic Control · 2014
124
cited
Entropic and Displacement Interpolation: A Computational Approach Using the Hilbert Metric
SIAM Journal on Applied Mathematics · 2015
121
cited
Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost
Neural Information Processing Systems · 2019
118
cited
Optimal Transport in Systems and Control
Annu. Rev. Control. Robotics Auton. Syst. · 2021
115
cited
Diffusion Normalizing Flow
Neural Information Processing Systems · 2021
105
cited
Improved analysis for a proximal algorithm for sampling
Annual Conference Computational Learning Theory · 2022
81
cited
Network curvature as a hallmark of brain structural connectivity
Nature Communications · 2017
80
cited
Matrix Optimal Mass Transport: A Quantum Mechanical Approach
IEEE Transactions on Automatic Control · 2016
77
cited
Telbivudine Globe Trial: Maximal Early HBV Suppression is Predictive of Optimal Two-year Efficacy in Nucleoside-treated Hepatitis B Patients
2006
76
cited
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Yongxin Chen | Researcher Profile | Sotabase | Sotabase