2025
Locality in Image Diffusion Models Emerges from Data Statistics
A Machine Learning Enabled Approach to Assess Trade-offs between Growth and Stress Tolerance in Pooideae Grasses Following Domestication
Enhancing Sample Generation of Diffusion Models using Noise Level Correction
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
2024
VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
Stylish and Functional: Guided Interpolation Subject to Physical Constraints
Bridging Design Gaps: A Parametric Data Completion Approach With Graph-Guided Diffusion Models
Interpreting and Improving Diffusion Models from an Optimization Perspective
Data-Driven Car Drag Prediction with Depth and Normal Renderings
2023
Drag-Guided Diffusion Models for Vehicle Image Generation
Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
2022
Polynomial Structure in Semidefinite Relaxations and Non-Convex Formulations
Maximizing Products of Linear Forms, and The Permanent of Positive Semidefinite Matrices
2021
Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
Preprint, 2021
[arxiv]
2018
Focused Polynomials, Random Projections and Approximation Algorithms for Polynomial Optimization over the Sphere
2016
Resiliency of Mobility-as-a-Service Systems to Denial-of-Service Attacks
ZUbers against ZLyfts Apocalypse: An Analysis Framework for DoS Attacks on Mobility-as-a-Service Systems
2012
Preparation of Li(Ni0.5Mn1.5)O4 by polymer precursor method and its electrochemical properties
Journal
A Machine Learning Enabled Approach to Assess Trade-offs between Growth and Stress Tolerance in Pooideae Grasses Following Domestication
Enhancing Sample Generation of Diffusion Models using Noise Level Correction
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
Data-Driven Car Drag Prediction with Depth and Normal Renderings
Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
Maximizing Products of Linear Forms, and The Permanent of Positive Semidefinite Matrices
Resiliency of Mobility-as-a-Service Systems to Denial-of-Service Attacks
Preparation of Li(Ni0.5Mn1.5)O4 by polymer precursor method and its electrochemical properties
Conference
Locality in Image Diffusion Models Emerges from Data Statistics
Bridging Design Gaps: A Parametric Data Completion Approach With Graph-Guided Diffusion Models
Interpreting and Improving Diffusion Models from an Optimization Perspective
Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
ZUbers against ZLyfts Apocalypse: An Analysis Framework for DoS Attacks on Mobility-as-a-Service Systems
Workshop
VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
Stylish and Functional: Guided Interpolation Subject to Physical Constraints
Drag-Guided Diffusion Models for Vehicle Image Generation
Preprint
Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
Preprint, 2021
[arxiv]
Thesis
Polynomial Structure in Semidefinite Relaxations and Non-Convex Formulations
Focused Polynomials, Random Projections and Approximation Algorithms for Polynomial Optimization over the Sphere
Theoretical Foundations of Diffusion Models
Locality in Image Diffusion Models Emerges from Data Statistics
Enhancing Sample Generation of Diffusion Models using Noise Level Correction
Interpreting and Improving Diffusion Models from an Optimization Perspective
Global Landscape of Non-Convex Problems
Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
AI for Engineering Design
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
Stylish and Functional: Guided Interpolation Subject to Physical Constraints
Bridging Design Gaps: A Parametric Data Completion Approach With Graph-Guided Diffusion Models
Data-Driven Car Drag Prediction with Depth and Normal Renderings
Drag-Guided Diffusion Models for Vehicle Image Generation
Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
Rounding Convex Relaxations of Quadratic Maps
Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
Preprint, 2021
[arxiv]
Permanent Approximation
Maximizing Products of Linear Forms, and The Permanent of Positive Semidefinite Matrices
Control of Queueing Networks
Resiliency of Mobility-as-a-Service Systems to Denial-of-Service Attacks
ZUbers against ZLyfts Apocalypse: An Analysis Framework for DoS Attacks on Mobility-as-a-Service Systems
Thesis
Polynomial Structure in Semidefinite Relaxations and Non-Convex Formulations
Focused Polynomials, Random Projections and Approximation Algorithms for Polynomial Optimization over the Sphere
Misc Science
A Machine Learning Enabled Approach to Assess Trade-offs between Growth and Stress Tolerance in Pooideae Grasses Following Domestication
Preparation of Li(Ni0.5Mn1.5)O4 by polymer precursor method and its electrochemical properties