A PhD candidate at NYU Courant (Shanghai Track).

GUO

Last Name

YUANHE

First Name

郭

元和

Yuanhe Guo
(Ricercar)

I'm a first year PhD student pursuing in code and tech as well as art and music.
Research interest: multimodal machine learning models which combine vision, audio and language.

Education

2025/09-Present

NYU Courant & NYU Shanghai PhD

Major: Computer Science

2021/09-2025/05

NYU Shanghai B.S.

Major: Data Science, AI Concentrate

Cumulative GPA: 3.867/4.000

Major GPA: 4.000/4.000

2018/09-2021/06

High School Affiliated to Shanghai Jiaotong University, Jiading Campus

Experience

Title	Affiliation	Time
Media Officer	NYU Shanghai ACM Student Chapter	2024/05-2024/12
Leadership	NYU Shanghai AI Interest Group	2024/05-2024/12
Research Assistant	Prof. Hongyi Wen, MAPS Lab	2022/12-2025/05
Piano Performer	Soliloquy, A Musical Meditation through Classic Piano Repertoire - Piano Recital Featuring the Studio of Meiling Chen	2023/05/05
Marking Team Member	TedxNYU Shanghai	2022/09-2023/06
Research Assistant	Prof. Ian Zhang, NYU Shanghai	2022/09-2022/12
Piano Performer	End-of-Semester Piano Concert with Prof. Chen Wei	2021/12/10
English Teaching Volunteer	Stepping Stones	2021/10-2021/12

Research Projects

ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization iccv2025 2024/05-2025/09

💡 Following up work of GEMRec, but focused on LoRA

Yuanhe Guo^{1, *}, Linxi Xie^{1, *}, Zhuoran Chen¹, Kangrui Yu¹, Ryan Po², Guandao Yang², Prof. Gordon Wetzstein², Prof. Hongyi Wen^{1, †}
In Proceedings of the 17th ACM International Conference on Web Search and Data Mining

Project Page Code & Dataset

Diffusion Cocktail: Fused Generation from Diffusion Models 2023/11-2024/05

Hammond Liu, Yuanhe Guo, Prof. Hongyi Wen

✅ 'Ditail' extension for A1111 Webui has been released as sd-webui-ditail

🤫 Extension for ComfyUI is working in progress

Project Page Code Paper Demo

GEMRec: Towards Generative Model Recommendation wsdm2024 2023/05-2023/12

Yuanhe Guo, Hammond Liu, Prof. Hongyi Wen
In Proceedings of the 17th ACM International Conference on Web Search and Data Mining

Code Paper Dataset Demo

The Verse NO.1555 - Virtual Campus 2022/09-2023/05

Chang Liu, Xu Li, Li Zhang, Dainyu Lin, Sinuo Chen, Yuahng Zheng, Shengyang Peng, Anthony Oury, Yuanhe Guo, Prof. Xingchen Zhang

A project of making a virtual NYU Shanghai century avenue campus, as part of NYU Shanghai 10th anniversary celebration

Media reports for the project:
[NYU Shanghai News]Creating A Digital Memory Map of Century Avenue Campus
[NYUSHDIC]Verse: No.1555

AR Audio Reactive Visual Effect for Auditorium Performance in Realtime 2022/06-2022/09

Yuanhe Guo, Morui Yu, Prof. Marcela Godoy

A summer project funded by Dean's Undergraduate Research Fund (DURF)

Awarded as:
Fall 2022 Undergraduate Research Symposium Best Presentation in STEM & Media

Showcase:
A Collaboration with NYU Shanghai Reads and NYU Shanghai Performance Team

Course Projects

Deep Learning - Final Competition Leaderboard: 2nd 2024/04-2024/05

Yuanhe Guo, Jianing Zhang, Haotong Wu, monitored by Prof. Alfredo Canziani, Mengye Ren, Yann LeCun

[course] CSCI-GA 2572 Deep Learning, 2024 Spring

Code

Computer Vision - Applying ViT in Generalized Few-shot Semantic Segmentation 2023/11-2023/12

Liyuan Geng, Jinhong Xia, Yuanhe Guo, monitored by Prof. Rob Fergus

[course] CSCI-GA 2271 Computer Vision, 2023 Fall

Code Paper

Database - Air Ticket Reservation System 2023/04-2023/05

Yuanhe Guo, Jinhong Xia, monitored by Prof. Lihua Xu

[course] CSCI-SHU 213 Database Systems, 2023 Spring

Code

Machine Learning - Fine-Tuning a Diffusion Model For Doodles Generation 2023/04-2023/05

Yuanhe Guo, Yiling Cao, monitored by Prof. Li Guo

[course] CSCI-SHU 360 Machine Learning, 2023 Spring

Code Video

Introduction to Computer Science and Data Science - GameWiz, an Online Multiplayer Quiz Game 2022/04-2022/05

Yuanhe Guo, Yiling Cao, monitored by Prof. Xianbin Gu

[course] CSCI-SHU 101 Introduction to Computer Science and Data Science

Code Video

Academic Awards& Honors

2022/11

Best Presentation in STEM&Media

Undergrad. Research Symposium, NYU Shanghai

Dean's List for Academic Year

2021-2023

Dean's List for Academic Year

NYU Shanghai

Competition Awards

2021/11

Best Innovation Award

Digital Innovation Competition, NYU Shanghai

📢 I enjoy exploring graphic design, 3D rendering and photography in my spare time. This is a collection of my previous works

Renderings with Blender

I tried turing SVG to 3d models with glass texture.

My first attempt to render interior scene following a tutorial on youtube

My second attempt to render interior scene. This time I make an ideal room with all devices I dreamed of.

The night version of my dream room, with completely different lighting than daytime version.

Nissan Fairlady Z

An attempt for shading in the style of microsoft

An interesting work during the pandemic, when I was desperate for freedom.

Posters for TEDxNYU Shanghai

Speaker poster for TEDxNYU Shanghai november salon

TEDxNYU Shanghai februray salon

Brochure for TEDxNYU Shanghai annual conference-Front side

Brochure for TEDxNYU Shanghai annual conference-Back side