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ORCIDYongxin Chen
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j64]Rui Fu, Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Stochastic thermodynamic engines under time-varying temperature profile. Autom. 159: 111361 (2024)- [j63]Zhaodong Li, Jiajie Wu, Ze Quan, Delong Duan, Tian Zhang, Lichao Liu, Weiwei Wang, Yongxin Chen:
Research on the impact of wheat seed collisions on the distribution performance of an Air-Assisted centralized distribution device based on CFD-DEM numerical simulation. Comput. Electron. Agric. 225: 109241 (2024) - [j62]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) - [j61]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) - [j60]Yongxin Chen:
Density Control of Interacting Agent Systems. IEEE Trans. Autom. Control. 69(1): 246-260 (2024) - [c62]Wenhan Hou, Bo Cui, Yongxin Chen, Ru Li, Wanshui Song:
Curriculum Learning for Ethereum Phishing Scam Detection. CSCWD 2024: 1528-1533 - [c61]Yongxin Chen, Wenhan Hou, Xin Zhang, Ru Li:
Ethereum Phishing Scams Detection Based on Graph Contrastive Learning with Augmentations. CSCWD 2024: 2053-2058 - [c60]Yongxin Chen:
Identification of systemic financial risk based on complex network banking. DSAI 2024: 101-104 - [c59]Wenhan Hou, Bo Cui, Yongxin Chen, Ru Li:
CLPSD: Detecting Ethereum Phishing Scams based on Curriculum Learning. ICASSP 2024: 4710-4714 - [c58]Haotian Xue, Chumeng Liang, Xiaoyu Wu, Yongxin Chen:
Toward effective protection against diffusion-based mimicry through score distillation. ICLR 2024 - [c57]Utkarsh A. Mishra, Yongxin Chen:
ReorientDiff: Diffusion Model based Reorientation for Object Manipulation. ICRA 2024: 10867-10873 - [c56]Yao Xu, Ding Ding, Yongxin Chen, Zhuying Li, Xiangyu Xu:
iStrayPaws: Immersing in a Stray Animal's World through First-Person VR to Bridge Human-Animal Empathy. VRST 2024: 5:1-5:11 - [i99]Utkarsh A. Mishra, Shangjie Xue, Yongxin Chen, Danfei Xu:
Generative Skill Chaining: Long-Horizon Skill Planning with Diffusion Models. CoRR abs/2401.03360 (2024) - [i98]Jiaming Liang, Yongxin Chen:
Proximal Oracles for Optimization and Sampling. CoRR abs/2404.02239 (2024) - [i97]Haotian Xue, Yongxin Chen:
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think. CoRR abs/2404.13320 (2024) - [i96]Jiaojiao Fan, Haotian Xue, Qinsheng Zhang, Yongxin Chen:
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance. CoRR abs/2405.17661 (2024) - [i95]Yipu Chen, Haotian Xue, Yongxin Chen:
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies. CoRR abs/2405.19424 (2024) - [i94]Jiaojiao Fan, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
A parallel framework for graphical optimal transport. CoRR abs/2406.10849 (2024) - [i93]Endong Gu, Yongxin Chen, Hao Wen, Xingju Cai, Deren Han:
Novel clustered federated learning based on local loss. CoRR abs/2407.09360 (2024) - [i92]Saber Jafarpour, Yongxin Chen:
Probabilistic Reachability of Stochastic Control Systems: A Contraction-Based Approach. CoRR abs/2407.12225 (2024) - [i91]Atharva Mete, Haotian Xue, Albert Wilcox, Yongxin Chen, Animesh Garg:
QueST: Self-Supervised Skill Abstractions for Learning Continuous Control. CoRR abs/2407.15840 (2024) - [i90]Wei Guo, Molei Tao, Yongxin Chen:
Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling. CoRR abs/2407.16936 (2024) - [i89]Kaiwen Zheng, Yongxin Chen, Hanzi Mao, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang:
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling. CoRR abs/2409.02908 (2024) - [i88]Zishun Liu, Saber Jafarpour, Yongxin Chen:
Probabilistic Reachability of Discrete-Time Nonlinear Stochastic Systems. CoRR abs/2409.09334 (2024) - [i87]Utkarsh A. Mishra, Yongxin Chen, Danfei Xu:
Generative Factor Chaining: Coordinated Manipulation with Diffusion-based Factor Graph. CoRR abs/2409.16275 (2024) - [i86]Zishun Liu, Saber Jafarpour, Yongxin Chen:
Safety Verification of Stochastic Systems: A Set-Erosion Approach. CoRR abs/2410.02107 (2024) - [i85]Wei Guo, Yuchen Zhu, Molei Tao, Yongxin Chen:
Plug-and-Play Controllable Generation for Discrete Masked Models. CoRR abs/2410.02143 (2024) - [i84]Jaemoo Choi, Yongxin Chen, Jaewoong Choi:
Improving Neural Optimal Transport via Displacement Interpolation. CoRR abs/2410.03783 (2024) - 2023
- [j59]Qinghua Lai, Zhe Zhang, Kanjun Zhang, Xianggen Yin, Yongxin Chen:
Research on Pilot Protection for Tie Line of Renewable Energy Sources. IEEE Access 11: 1613-1628 (2023) - [j58]Joseph Moyalan, Hyungjin Choi, Yongxin Chen, Umesh Vaidya:
Data-driven optimal control via linear transfer operators: A convex approach. Autom. 150: 110841 (2023) - [j57]Qinsheng Zhang, Amirhossein Taghvaei, Yongxin Chen:
An optimal control approach to particle filtering. Autom. 151: 110894 (2023) - [j56]Rahul Singh, Yongxin Chen:
Learning Gaussian Hidden Markov Models From Aggregate Data. IEEE Control. Syst. Lett. 7: 478-483 (2023) - [j55]Bo Yuan, Qinsheng Zhang, Yongxin Chen:
An Optimal Control Approach to Particle Filtering on Lie Groups. IEEE Control. Syst. Lett. 7: 1195-1200 (2023) - [j54]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) - [j53]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) - [j52]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) - [j51]Hongzhe Yu, Yongxin Chen:
A Gaussian Variational Inference Approach to Motion Planning. IEEE Robotics Autom. Lett. 8(5): 2518-2525 (2023) - [j50]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) - [j49]Jiaojiao Fan, Shu Liu, Shaojun Ma, Haomin Zhou, Yongxin Chen:
Neural Monge Map estimation and its applications. Trans. Mach. Learn. Res. 2023 (2023) - [j48]Jiaming Liang, Yongxin Chen:
A Proximal Algorithm for Sampling. Trans. Mach. Learn. Res. 2023 (2023) - [j47]Rahul Singh, Yongxin Chen:
Signed Graph Neural Networks: A Frequency Perspective. Trans. Mach. Learn. Res. 2023 (2023) - [c55]Daniel Owusu Adu, Yongxin Chen:
Stochastic Bridges Over Ensemble of Linear Systems. CDC 2023: 2803-2808 - [c54]Jiaojiao Fan, Bo Yuan, Jiaming Liang, Yongxin Chen:
Nesterov Smoothing for Sampling Without Smoothness. CDC 2023: 5313-5318 - [c53]Jiaojiao Fan, Bo Yuan, Yongxin Chen:
Improved dimension dependence of a proximal algorithm for sampling. COLT 2023: 1473-1521 - [c52]Bo Yuan, Jiaojiao Fan, Jiaming Liang, Andre Wibisono, Yongxin Chen:
On a Class of Gibbs Sampling over Networks. COLT 2023: 5754-5780 - [c51]Utkarsh Aashu Mishra, Shangjie Xue, Yongxin Chen, Danfei Xu:
Generative Skill Chaining: Long-Horizon Skill Planning with Diffusion Models. CoRL 2023: 2905-2925 - [c50]Qinsheng Zhang, Jiaming Song, Xun Huang, Yongxin Chen, Ming-Yu Liu:
DiffCollage: Parallel Generation of Large Content with Diffusion Models. CVPR 2023: 10188-10198 - [c49]Qinsheng Zhang, Yongxin Chen:
Fast Sampling of Diffusion Models with Exponential Integrator. ICLR 2023 - [c48]Qinsheng Zhang, Molei Tao, Yongxin Chen:
gDDIM: Generalized denoising diffusion implicit models. ICLR 2023 - [c47]Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat:
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation. ICML 2023: 32483-32498 - [c46]Hongzhe Yu, Joseph Moyalan, Umesh Vaidya, Yongxin Chen:
Data-driven optimal control under safety constraints using sparse Koopman approximation. ICRA 2023: 10574-10579 - [c45]Haotian Xue, Alexandre Araujo, Bin Hu, Yongxin Chen:
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability. NeurIPS 2023 - [c44]Yongxin Chen, Yong Guan, Zhenzhou Shao:
Real-Time Multispectral Pedestrian Detection with Weakly Aligned Cross-Modal Learning. RCAR 2023: 829-834 - [i83]Utkarsh A. Mishra, Yongxin Chen:
ReorientDiff: Diffusion Model based Reorientation for Object Manipulation. CoRR abs/2303.12700 (2023) - [i82]Qinsheng Zhang, Jiaming Song, Xun Huang, Yongxin Chen, Ming-Yu Liu:
DiffCollage: Parallel Generation of Large Content with Diffusion Models. CoRR abs/2303.17076 (2023) - [i81]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) - [i80]Haotian Xue, Alexandre Araujo, Bin Hu, Yongxin Chen:
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability. CoRR abs/2305.16494 (2023) - [i79]Hongzhe Yu, Joseph Moyalan, Umesh Vaidya, Yongxin Chen:
Data-driven optimal control under safety constraints using sparse Koopman approximation. CoRR abs/2306.00596 (2023) - [i78]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Control and estimation of multi-commodity network flow under aggregation. CoRR abs/2307.05103 (2023) - [i77]Qinsheng Zhang, Jiaming Song, Yongxin Chen:
Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling. CoRR abs/2308.02157 (2023) - [i76]Zishun Liu, Yongxin Chen:
Online Control for Linear Dynamics: A Data-Driven Approach. CoRR abs/2308.08138 (2023) - [i75]Hongzhe Yu, Yongxin Chen:
Stochastic Motion Planning as Gaussian Variational Inference: Theory and Algorithms. CoRR abs/2308.14985 (2023) - [i74]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) - [i73]Zhenyang Chen, Hongzhe Yu, Yongxin Chen:
Efficient Belief Road Map for Planning Under Uncertainty. CoRR abs/2309.09344 (2023) - [i72]Haotian Xue, Chumeng Liang, Xiaoyu Wu, Yongxin Chen:
Toward effective protection against diffusion based mimicry through score distillation. CoRR abs/2311.12832 (2023) - 2022
- [j46]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Learning hidden Markov models from aggregate observations. Autom. 137: 110100 (2022) - [j45]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) - [j44]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) - [j43]Qinsheng Zhang, Rahul Singh, Yongxin Chen:
Inference of Aggregate Hidden Markov Models With Continuous Observations. IEEE Control. Syst. Lett. 6: 2377-2382 (2022) - [j42]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) - [j41]Yongxin Chen, Vijay Gupta:
Toll Design for Routing Games With Stochastic Demands. IEEE Control. Syst. Lett. 6: 3445-3450 (2022) - [j40]Wassim M. Haddad, Manuel Lanchares, Yongxin Chen:
Mixed norm H2/H∞ and entropy covariance control: a convex optimisation approach. Int. J. Control 95(4): 985-995 (2022) - [j39]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) - [j38]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) - [j37]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) - [c43]Jiaojiao Fan, Isabel Haasler, Johan Karlsson, Yongxin Chen:
On the complexity of the optimal transport problem with graph-structured cost. AISTATS 2022: 9147-9165 - [c42]Joseph Moyalan, Yongxin Chen, Umesh Vaidya:
Navigation with Probabilistic Safety Constraints: A Convex Formulation. ACC 2022: 826-830 - [c41]Yongxin Chen, Sinho Chewi, Adil Salim, Andre Wibisono:
Improved analysis for a proximal algorithm for sampling. COLT 2022: 2984-3014 - [c40]Qinsheng Zhang, Yongxin Chen:
Path Integral Sampler: A Stochastic Control Approach For Sampling. ICLR 2022 - [c39]Jiaojiao Fan, Qinsheng Zhang, Amirhossein Taghvaei, Yongxin Chen:
Variational Wasserstein gradient flow. ICML 2022: 6185-6215 - [c38]Jian Deng, Mingyue Li, Yongxin Chen, Zhenzhou Shao, Ying Qu, Yong Guan, Jun Zhang, Zhiping Shi:
Cross-Guided Feature Fusion with Intra-Modality Reweighting for Multi-Spectral Pedestrian Detection. ICPR 2022: 4864-4870 - [c37]Yongxin Chen, Yongjun Wang, Lumming Yang, Yuchuan Luo, Mantun Chen:
TForm-RF: An Efficient Data Augmentation for Website Fingerprinting Attack. IPCCC 2022: 169-178 - [c36]Rahul Singh, Keuntaek Lee, Yongxin Chen:
Sample-based Distributional Policy Gradient. L4DC 2022: 676-688 - [c35]Jiaming Liang, Yongxin Chen:
A Proximal Algorithm for Sampling from Non-Smooth Potentials. WSC 2022: 3229-3240 - [i71]Joseph Moyalan, Hyungjin Choi, Yongxin Chen, Umesh Vaidya:
Data-Driven Optimal Control via Linear Transfer Operators: A Convex Approach. CoRR abs/2202.01856 (2022) - [i70]Jiaming Liang, Yongxin Chen:
A Proximal Algorithm for Sampling. CoRR abs/2202.13975 (2022) - [i69]Mantun Chen, Yongxin Chen, Yongjun Wang, Peidai Xie, Shaojing Fu, Xiatian Zhu:
End-to-End Multi-Tab Website Fingerprinting Attack: A Detection Perspective. CoRR abs/2203.06376 (2022) - [i68]Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Thermodynamic engine powered by anisotropic fluctuations. CoRR abs/2203.07573 (2022) - [i67]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) - [i66]Qinsheng Zhang, Yongxin Chen:
Fast Sampling of Diffusion Models with Exponential Integrator. CoRR abs/2204.13902 (2022) - [i65]Qinsheng Zhang, Molei Tao, Yongxin Chen:
gDDIM: Generalized denoising diffusion implicit models. CoRR abs/2206.05564 (2022) - [i64]Rahul Singh, Yongxin Chen:
Signed Graph Neural Networks: A Frequency Perspective. CoRR abs/2208.07323 (2022) - [i63]Hongzhe Yu, Yongxin Chen:
A Gaussian variational inference approach to motion planning. CoRR abs/2209.05655 (2022) - [i62]Joseph Moyalan, Yongxin Chen, Umesh Vaidya:
Data-Driven Convex Approach to Off-road Navigation via Linear Transfer Operators. CoRR abs/2210.00723 (2022) - 2021
- [j36]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Transport in Systems and Control. Annu. Rev. Control. Robotics Auton. Syst. 4: 89-113 (2021) - [j35]Rui Fu, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Maximal power output of a stochastic thermodynamic engine. Autom. 123: 109366 (2021) - [j34]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) - [j33]Isabel Haasler, Yongxin Chen, Johan Karlsson:
Optimal Steering of Ensembles With Origin-Destination Constraints. IEEE Control. Syst. Lett. 5(3): 881-886 (2021) - [j32]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) - [j31]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) - [j30]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) - [j29]Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Regularized Transport Between Singular Covariance Matrices. IEEE Trans. Autom. Control. 66(7): 3339-3346 (2021) - [j28]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) - [c34]Rahul Singh, Yongxin Chen:
Inference of collective Gaussian hidden Markov models. CDC 2021: 1637-1643 - [c33]Hongzhe Yu, Joseph Moyalan, Duvan Tellez-Castro, Umesh Vaidya, Yongxin Chen:
Convex Optimal Control Synthesis Under Safety Constraints. CDC 2021: 4615-4621 - [c32]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 - [c31]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Fast and Asymptotic Steering to a Steady State for Networks Flows. GSI 2021: 860-868 - [c30]Yongxin Chen, Jiaojiao Fan, Amirhossein Taghvaei:
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks. ICML 2021: 1571-1581 - [c29]Joseph Moyalan, Hyungjin Choi, Yongxin Chen, Umesh Vaidya:
Sum of Squares based Convex Approach for Optimal Control Synthesis. MED 2021: 1270-1275 - [c28]Qinsheng Zhang, Yongxin Chen:
Diffusion Normalizing Flow. NeurIPS 2021: 16280-16291 - [i61]Rui Fu, Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Harvesting energy from a periodic heat bath. CoRR abs/2101.02239 (2021) - [i60]Shu Liu, Shaojun Ma, Yongxin Chen, Hongyuan Zha, Haomin Zhou:
Learning High Dimensional Wasserstein Geodesics. CoRR abs/2102.02992 (2021) - [i59]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal steering to invariant distributions for networks flows. CoRR abs/2102.12628 (2021) - [i58]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) - [i57]Jiaojiao Fan, Shu Liu, Shaojun Ma, Yongxin Chen, Haomin Zhou:
Scalable Computation of Monge Maps with General Costs. CoRR abs/2106.03812 (2021) - [i56]Jiaojiao Fan, Amirhossein Taghvaei, Yongxin Chen:
Stein particle filtering. CoRR abs/2106.10568 (2021) - [i55]Rahul Singh, Yongxin Chen:
Inference of collective Gaussian hidden Markov models. CoRR abs/2107.11662 (2021) - [i54]Olga Movilla Miangolarra, Amirhossein Taghvaei, Rui Fu, Yongxin Chen, Tryphon T. Georgiou:
Energy harvesting from anisotropic fluctuations. CoRR abs/2108.00334 (2021) - [i53]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) - [i52]Yongxin Chen:
Density control of interacting agent systems. CoRR abs/2108.07342 (2021) - [i51]Yongxin Chen:
Covariance Steering for Nonlinear Control-affine Systems. CoRR abs/2108.09530 (2021) - [i50]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) - [i49]Qinsheng Zhang, Amirhossein Taghvaei, Yongxin Chen:
An optimal control approach to particle filtering. CoRR abs/2110.03199 (2021) - [i48]Jiaming Liang, Yongxin Chen:
A Proximal Algorithm for Sampling from Non-smooth Potentials. CoRR abs/2110.04597 (2021) - [i47]Qinsheng Zhang, Yongxin Chen:
Diffusion Normalizing Flow. CoRR abs/2110.07579 (2021) - [i46]Qinsheng Zhang, Yongxin Chen:
Path Integral Sampler: a stochastic control approach for sampling. CoRR abs/2111.15141 (2021) - [i45]Jiaojiao Fan, Amirhossein Taghvaei, Yongxin Chen:
Variational Wasserstein gradient flow. CoRR abs/2112.02424 (2021) - [i44]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
- [j27]Chun Zhang, Yanhong Yang, Zeyan Wang, Yongxin Chen:
A Linearized Alternating Direction Method of Multipliers for a Special Three-Block Nonconvex Optimization Problem of Background/Foreground Extraction. IEEE Access 8: 198886-198899 (2020) - [j26]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) - [j25]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Stochastic Control and Nonequilibrium Thermodynamics: Fundamental Limits. IEEE Trans. Autom. Control. 65(7): 2979-2991 (2020) - [j24]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) - [j23]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) - [c27]Wassim M. Haddad, Yongxin Chen, Manuel Lanchares:
Mixed Norm ℋ2/ℋ∞ and Entropy Covariance Control: A Convex Optimization Approach. ACC 2020: 755-760 - [c26]Zeji Yi, Zhefeng Cao, Evangelos A. Theodorou, Yongxin Chen:
Nonlinear Covariance Control via Differential Dynamic Programming. ACC 2020: 3571-3576 - [c25]Rui Fu, Olga Movilla Miangolarra, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Harvesting energy from a periodic heat bath. CDC 2020: 3034-3039 - [c24]Zuyue Fu, Zhuoran Yang, Yongxin Chen, Zhaoran Wang:
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games. ICLR 2020 - [c23]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Improving Robustness via Risk Averse Distributional Reinforcement Learning. L4DC 2020: 958-968 - [c22]Yufeng Zhang, Qi Cai, Zhuoran Yang, Yongxin Chen, Zhaoran Wang:
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory. NeurIPS 2020 - [i43]Rui Fu, Amirhossein Taghvaei, Yongxin Chen, Tryphon T. Georgiou:
Maximal power output of a stochastic thermodynamic engine. CoRR abs/2001.00979 (2020) - [i42]Rahul Singh, Keuntaek Lee, Yongxin Chen:
Sample-based Distributional Policy Gradient. CoRR abs/2001.02652 (2020) - [i41]Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Inference with Aggregate Data: An Optimal Transport Approach. CoRR abs/2003.13933 (2020) - [i40]Fariba Ariaei, Zahra Askarzadeh, Yongxin Chen, Tryphon T. Georgiou:
Macroscopic network circulation for planar graphs. CoRR abs/2004.02053 (2020) - [i39]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Improving Robustness via Risk Averse Distributional Reinforcement Learning. CoRR abs/2005.00585 (2020) - [i38]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Stochastic control liasons: Richard Sinkhorn meets Gaspard Monge on a Schroedinger bridge. CoRR abs/2005.10963 (2020) - [i37]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) - [i36]Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Regularized transport between singular covariance matrices. CoRR abs/2006.10000 (2020) - [i35]Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Multi-marginal optimal transport and probabilistic graphical models. CoRR abs/2006.14113 (2020) - [i34]Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen:
Incremental inference of collective graphical models. CoRR abs/2006.15035 (2020) - [i33]Hyungjin Choi, Umesh Vaidya, Yongxin Chen:
A convex data-driven approach for nonlinear control synthesis. CoRR abs/2006.15477 (2020) - [i32]Jiaojiao Fan, Amirhossein Taghvaei, Yongxin Chen:
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks. CoRR abs/2007.04462 (2020) - [i31]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) - [i30]Qinsheng Zhang, Rahul Singh, Yongxin Chen:
Filtering for Aggregate Hidden Markov Models with Continuous Observations. CoRR abs/2011.02521 (2020) - [i29]Rahul Singh, Qinsheng Zhang, Yongxin Chen:
Learning Hidden Markov Models from Aggregate Observations. CoRR abs/2011.11236 (2020) - [i28]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
- [j22]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Optimal Transport for Gaussian Mixture Models. IEEE Access 7: 6269-6278 (2019) - [c21]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 - [c20]Zahra Askarzadeh, Rui Fu, Abhishek Halder, Yongxin Chen, Tryphon T. Georgiou:
Opinion Dynamics over Influence Networks. ACC 2019: 1873-1878 - [c19]Yongxin Chen, Umesh Vaidya:
Sample Complexity for Nonlinear Stochastic Dynamics. ACC 2019: 3526-3531 - [c18]Isabel Haasler, Axel Ringh, Yongxin Chen, Johan Karlsson:
Estimating ensemble flows on a hidden Markov chain. CDC 2019: 1331-1338 - [c17]Daniele Alpago, Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
On optimal steering of a non-Markovian Gaussian process. CDC 2019: 2556-2561 - [c16]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Covariance steering in zero-sum linear-quadratic two-player differential games. CDC 2019: 8204-8209 - [c15]Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou, Luigia Ripani:
Multi-marginal Schrödinger Bridges. GSI 2019: 725-732 - [c14]Yanli Wan, Quan Chen, Xingyun Lei, Yan Wang, Yongxin Chen, Hongpu Hu:
A Calibration Method of CBCT Geometric Parameters Based on the Visual Imaging Model. ICNC-FSKD 2019: 753-763 - [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 - [i27]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) - [i26]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Probabilistic Kernel Support Vector Machines. CoRR abs/1904.06762 (2019) - [i25]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) - [i24]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Covariance steering in zero-sum linear-quadratic two-player differential games. CoRR abs/1909.05468 (2019) - [i23]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) - [i22]Zeji Yi, Zhefeng Cao, Evangelos A. Theodorou, Yongxin Chen:
Nonlinear Covariance Control via Differential Dynamic Programming. CoRR abs/1911.09283 (2019) - 2018
- [j21]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) - [j20]Yongxin Chen, Johan Karlsson:
State Tracking of Linear Ensembles via Optimal Mass Transport. IEEE Control. Syst. Lett. 2(2): 260-265 (2018) - [j19]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) - [j18]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) - [j17]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Vector-Valued Optimal Mass Transport. SIAM J. Appl. Math. 78(3): 1682-1696 (2018) - [j16]Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou:
Measure-Valued Spline Curves: An Optimal Transport Viewpoint. SIAM J. Math. Anal. 50(6): 5947-5968 (2018) - [j15]Ernest K. Ryu, Yongxin Chen, Wuchen Li, Stanley J. Osher:
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. SIAM J. Sci. Comput. 40(5): A3675-A3698 (2018) - [j14]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) - [j13]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) - [j12]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) - [j11]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 - [i21]Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou:
Measure-valued spline curves: an optimal transport viewpoint. CoRR abs/1801.03186 (2018) - [i20]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Stochastic control and non-equilibrium thermodynamics: fundamental limits. CoRR abs/1802.01271 (2018) - [i19]Yongxin Chen, Johan Karlsson:
State tracking of linear ensembles via optimal mass transport. CoRR abs/1803.02296 (2018) - 2017
- [j10]Yongxin Chen, Tryphon T. Georgiou, Lipeng Ning, Allen R. Tannenbaum:
Matricial Wasserstein-1 Distance. IEEE Control. Syst. Lett. 1(1): 14-19 (2017) - [j9]Xin Zhang, Yongxin Chen, Linjun Yu, Weisheng Wang, Qianyu Wu:
Three-Dimensional Modeling and Indoor Positioning for Urban Emergency Response. ISPRS Int. J. Geo Inf. 6(7): 214 (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) - [i18]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) - [i17]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) - [i16]Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Optimal transport for Gaussian mixture models. CoRR abs/1710.07876 (2017) - [i15]Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering the distribution of agents in mean-field and cooperative games. CoRR abs/1712.03578 (2017) - [i14]Ernest K. Ryu, Yongxin Chen, Wuchen Li, Stanley J. Osher:
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. CoRR abs/1712.10279 (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
[j64] [i78] [j45] [j42] [j39] [j37] [i68] [i67] [j36] [j35] [j31] [j29] [c31] [i61] [i59] [i58] [i54] [i53] [j26] [j25] [j24] [c25] [i43] [i40] [i38] [i36] [j22] [c20] [c17] [c16] [c15] [i26] [i24] [j21] [j19] [j18] [j17] [j16] [j14] [j13] [j12] [j11] [c12] [i21] [i20] [j10] [j8] [j7] [j6] [i18] [i17] [i16] [i15] [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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