All Works

2025

|

Research Project

Nestwork

Conditional 3D Furnished House Layout Generation with Heterogeneous Graph Variational Autoencoders

Deep Learning, Graph VAE, House Layout Generation, Heterogeneous Graph

2025

|

Research Project

Nestwork

Conditional 3D Furnished House Layout Generation with Heterogeneous Graph Variational Autoencoders

Deep Learning, Graph VAE, House Layout Generation, Heterogeneous Graph

2025

|

Research Project

Nestwork

Conditional 3D Furnished House Layout Generation with Heterogeneous Graph Variational Autoencoders

Deep Learning, Graph VAE, House Layout Generation, Heterogeneous Graph

2024

|

Research Project

Nestwork (Web App)

Web App for Personalized Residential Design via LLMs and Graph Generative Models

LLMs, Multi-modal Interface, Web App

2024

|

Research Project

Nestwork (Web App)

Web App for Personalized Residential Design via LLMs and Graph Generative Models

LLMs, Multi-modal Interface, Web App

2024

|

Research Project

Nestwork (Web App)

Web App for Personalized Residential Design via LLMs and Graph Generative Models

LLMs, Multi-modal Interface, Web App

2024

|

Class Project

Seeing Through Their Eyes

Categorizing Individuals by Their Gaze Patterns in 3D Scenes

Eye Tracking, Scan Path, Virtual Reality, Gaze Representation, Deep Learning

2024

|

Class Project

Seeing Through Their Eyes

Categorizing Individuals by Their Gaze Patterns in 3D Scenes

Eye Tracking, Scan Path, Virtual Reality, Gaze Representation, Deep Learning

2024

|

Class Project

Seeing Through Their Eyes

Categorizing Individuals by Their Gaze Patterns in 3D Scenes

Eye Tracking, Scan Path, Virtual Reality, Gaze Representation, Deep Learning

2024

|

Research Project

Deep Spatial Memory

Quantifying Spatial Experiences Via Agent-Modeling and Deep Learning

Deep Learning, Spatial Experience, Agent-driven Simulation, Isovist

2024

|

Research Project

Deep Spatial Memory

Quantifying Spatial Experiences Via Agent-Modeling and Deep Learning

Deep Learning, Spatial Experience, Agent-driven Simulation, Isovist

2024

|

Research Project

Deep Spatial Memory

Quantifying Spatial Experiences Via Agent-Modeling and Deep Learning

Deep Learning, Spatial Experience, Agent-driven Simulation, Isovist

cover

2023

|

Course Project

PavilionNet

A StructureNet-Based Approach to Encode 3D Objects on Synthetic Architecture Dataset

Deep Learning, Recursive Graph VAE, Procedural Geometry Generation

cover

2023

|

Course Project

PavilionNet

A StructureNet-Based Approach to Encode 3D Objects on Synthetic Architecture Dataset

Deep Learning, Recursive Graph VAE, Procedural Geometry Generation

cover

2023

|

Course Project

PavilionNet

A StructureNet-Based Approach to Encode 3D Objects on Synthetic Architecture Dataset

Deep Learning, Recursive Graph VAE, Procedural Geometry Generation

2022

|

Class Project

Kirigametry

Transforming Waste into Geometric Art Using Kirigami Algorithms

Geometric Computaion, Folding Algorithm

2022

|

Class Project

Kirigametry

Transforming Waste into Geometric Art Using Kirigami Algorithms

Geometric Computaion, Folding Algorithm

2022

|

Class Project

Kirigametry

Transforming Waste into Geometric Art Using Kirigami Algorithms

Geometric Computaion, Folding Algorithm

2022

|

Class Project

A Journey into Fourth Dimension

Visualizing 4D Geometric Transformation through Algorithms

Geometric Computation, Visualization

2022

|

Class Project

A Journey into Fourth Dimension

Visualizing 4D Geometric Transformation through Algorithms

Geometric Computation, Visualization

2022

|

Class Project

A Journey into Fourth Dimension

Visualizing 4D Geometric Transformation through Algorithms

Geometric Computation, Visualization

2022

|

Class Project

Find Your Cocktail

Interactive Data Visualization of Cocktail Recipes

Interactive Data Visualization, p5.js, Webscraping

2022

|

Class Project

Find Your Cocktail

Interactive Data Visualization of Cocktail Recipes

Interactive Data Visualization, p5.js, Webscraping

2022

|

Class Project

Find Your Cocktail

Interactive Data Visualization of Cocktail Recipes

Interactive Data Visualization, p5.js, Webscraping

Design. Computation. Intelligence.

© Tracy Shuhan Miao 2022-2025.

All Rights Reserved.

Design. Computation. Intelligence.

© Tracy Shuhan Miao 2022-2025.

All Rights Reserved.

Design. Computation. Intelligence.

© Tracy Shuhan Miao 2022-2025.

All Rights Reserved.