Chenyang Yuan Research Papers Tutorials Software Misc
  • 2025
    A Machine Learning Enabled Approach to Assess Trade-offs between Growth and Stress Tolerance in Pooideae Grasses Following Domestication
    Jie Yun, Chenyang Yuan, Katherine Irelan, MJ Kabongo, Eldar Urkumbayev, David L. Des Marais
    Enhancing Sample Generation of Diffusion Models using Noise Level Correction
    Abulikemu Abuduweili, Chenyang Yuan, Changliu Liu, Frank Permenter
    Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
    Rui Zhou, Yanxia Zhang, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Matt Klenk, Faez Ahmed
    2024
    VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
    Hayata Morita, Kohei Shintani, Chenyang Yuan, Frank Permenter
    Stylish and Functional: Guided Interpolation Subject to Physical Constraints
    Yan-Ying Chen, Nikos Arechiga, Chenyang Yuan, Matthew Hong, Matt Klenk, Charlene Wu
    Bridging Design Gaps: A Parametric Data Completion Approach With Graph-Guided Diffusion Models
    Rui Zhou, Chenyang Yuan, Frank Permenter, Yanxia Zhang, Nikos Arechiga, Matt Klenk, Faez Ahmed
    Interpreting and Improving Diffusion Models from an Optimization Perspective
    Frank Permenter* and Chenyang Yuan*
    Data-Driven Car Drag Prediction with Depth and Normal Renderings
    Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga and Faez Ahmed
    2023
    Drag-Guided Diffusion Models for Vehicle Image Generation
    Nikos Arechiga*, Frank Permenter*, Binyang Song* and Chenyang Yuan*
    Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
    Benoît Legat*, Chenyang Yuan* and Pablo Parrilo
    Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
    Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga and Faez Ahmed
    2022
    Polynomial Structure in Semidefinite Relaxations and Non-Convex Formulations
    Chenyang Yuan
    Maximizing Products of Linear Forms, and The Permanent of Positive Semidefinite Matrices
    Chenyang Yuan and Pablo Parrilo
    2021
    Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
    Chenyang Yuan and Pablo Parrilo
    Preprint, 2021 [arxiv]
    2018
    Focused Polynomials, Random Projections and Approximation Algorithms for Polynomial Optimization over the Sphere
    Chenyang Yuan
    2016
    ZUbers against ZLyfts Apocalypse: An Analysis Framework for DoS Attacks on Mobility-as-a-Service Systems
    Chenyang Yuan*, Jérôme Thai*, Alexandre M Bayen
    2012
    Preparation of Li(Ni0.5Mn1.5)O4 by polymer precursor method and its electrochemical properties
    MV Reddy, HY Cheng, JH Tham, CY Yuan, HL Goh, BVR Chowdari
    Journal
    A Machine Learning Enabled Approach to Assess Trade-offs between Growth and Stress Tolerance in Pooideae Grasses Following Domestication
    Jie Yun, Chenyang Yuan, Katherine Irelan, MJ Kabongo, Eldar Urkumbayev, David L. Des Marais
    Enhancing Sample Generation of Diffusion Models using Noise Level Correction
    Abulikemu Abuduweili, Chenyang Yuan, Changliu Liu, Frank Permenter
    Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
    Rui Zhou, Yanxia Zhang, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Matt Klenk, Faez Ahmed
    Data-Driven Car Drag Prediction with Depth and Normal Renderings
    Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga and Faez Ahmed
    Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
    Benoît Legat*, Chenyang Yuan* and Pablo Parrilo
    Maximizing Products of Linear Forms, and The Permanent of Positive Semidefinite Matrices
    Chenyang Yuan and Pablo Parrilo
    Preparation of Li(Ni0.5Mn1.5)O4 by polymer precursor method and its electrochemical properties
    MV Reddy, HY Cheng, JH Tham, CY Yuan, HL Goh, BVR Chowdari
    Conference
    Bridging Design Gaps: A Parametric Data Completion Approach With Graph-Guided Diffusion Models
    Rui Zhou, Chenyang Yuan, Frank Permenter, Yanxia Zhang, Nikos Arechiga, Matt Klenk, Faez Ahmed
    Interpreting and Improving Diffusion Models from an Optimization Perspective
    Frank Permenter* and Chenyang Yuan*
    Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
    Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga and Faez Ahmed
    ZUbers against ZLyfts Apocalypse: An Analysis Framework for DoS Attacks on Mobility-as-a-Service Systems
    Chenyang Yuan*, Jérôme Thai*, Alexandre M Bayen
    Workshop
    VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
    Hayata Morita, Kohei Shintani, Chenyang Yuan, Frank Permenter
    Stylish and Functional: Guided Interpolation Subject to Physical Constraints
    Yan-Ying Chen, Nikos Arechiga, Chenyang Yuan, Matthew Hong, Matt Klenk, Charlene Wu
    Drag-Guided Diffusion Models for Vehicle Image Generation
    Nikos Arechiga*, Frank Permenter*, Binyang Song* and Chenyang Yuan*
    Preprint
    Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
    Chenyang Yuan and Pablo Parrilo
    Preprint, 2021 [arxiv]
    Thesis
    Polynomial Structure in Semidefinite Relaxations and Non-Convex Formulations
    Chenyang Yuan
    Focused Polynomials, Random Projections and Approximation Algorithms for Polynomial Optimization over the Sphere
    Chenyang Yuan
    Theoretical Foundations of Diffusion Models
    Enhancing Sample Generation of Diffusion Models using Noise Level Correction
    Abulikemu Abuduweili, Chenyang Yuan, Changliu Liu, Frank Permenter
    Interpreting and Improving Diffusion Models from an Optimization Perspective
    Frank Permenter* and Chenyang Yuan*
    Global Landscape of Non-Convex Problems
    Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
    Benoît Legat*, Chenyang Yuan* and Pablo Parrilo
    AI for Engineering Design
    Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
    Rui Zhou, Yanxia Zhang, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Matt Klenk, Faez Ahmed
    VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
    Hayata Morita, Kohei Shintani, Chenyang Yuan, Frank Permenter
    Stylish and Functional: Guided Interpolation Subject to Physical Constraints
    Yan-Ying Chen, Nikos Arechiga, Chenyang Yuan, Matthew Hong, Matt Klenk, Charlene Wu
    Bridging Design Gaps: A Parametric Data Completion Approach With Graph-Guided Diffusion Models
    Rui Zhou, Chenyang Yuan, Frank Permenter, Yanxia Zhang, Nikos Arechiga, Matt Klenk, Faez Ahmed
    Data-Driven Car Drag Prediction with Depth and Normal Renderings
    Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga and Faez Ahmed
    Drag-Guided Diffusion Models for Vehicle Image Generation
    Nikos Arechiga*, Frank Permenter*, Binyang Song* and Chenyang Yuan*
    Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
    Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga and Faez Ahmed
    Rounding Convex Relaxations of Quadratic Maps
    Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
    Chenyang Yuan and Pablo Parrilo
    Preprint, 2021 [arxiv]
    Permanent Approximation
    Maximizing Products of Linear Forms, and The Permanent of Positive Semidefinite Matrices
    Chenyang Yuan and Pablo Parrilo
    Control of Queueing Networks
    ZUbers against ZLyfts Apocalypse: An Analysis Framework for DoS Attacks on Mobility-as-a-Service Systems
    Chenyang Yuan*, Jérôme Thai*, Alexandre M Bayen
    Thesis
    Polynomial Structure in Semidefinite Relaxations and Non-Convex Formulations
    Chenyang Yuan
    Focused Polynomials, Random Projections and Approximation Algorithms for Polynomial Optimization over the Sphere
    Chenyang Yuan
    Misc Science
    A Machine Learning Enabled Approach to Assess Trade-offs between Growth and Stress Tolerance in Pooideae Grasses Following Domestication
    Jie Yun, Chenyang Yuan, Katherine Irelan, MJ Kabongo, Eldar Urkumbayev, David L. Des Marais
    Preparation of Li(Ni0.5Mn1.5)O4 by polymer precursor method and its electrochemical properties
    MV Reddy, HY Cheng, JH Tham, CY Yuan, HL Goh, BVR Chowdari