Jiannan Huang

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Hi, I am Jiannan Huang, a final-year undergraduate student majoring in Computer Science and Technology at Beijing Jiaotong University (BJTU).

My research interests include diverse topics of Multi-modal AI and Generative Models like:

  • Mutli-modal Generation: Aim at generating image/video with multi-modal/spatial conditions.
  • Efficient Diffusion Training: Aim at reducing budget of training a diffusion model from scratch.
  • Agent for Computer Vision: Aim at developing agents for fundamental computer vision problems.

I am open to any collaboration on topics with which I am familiar. If you would like to collaborate with me, have any questions or just chat, feel free to send me an email.

Email: jiannan2003 at gmail dot com

CV

News🔥

Feb. 2025

Our paper AdGPT is accepted to TOMM! 🎉

Jan. 2025

Our paper ClassDiffusion is accepted to ICLR2025, Let’s meet at Singapore! 🎉

Jul. 2024

One paper is accepted to ECCV2024 as Oral, congrats to Siyu and Hongguang!

Jun. 2024

I joined SHI Labs as an Undergraduate Researcher!

May. 2024

We release ClassDiffusion, a simple and effective method for more aligned personalized generation!

Experiences

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Undergraduate Researcher

Mentor: Humphrey Shi

SHI Labs, Interactive Computing @ Georgia Tech

Jun. 2024 - Present

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Visiting Student

Mentor: Jie Tang

Knowledge Engineering Group(KEG), Tsinghua University

May. 2023 - Sept. 2023

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Undergraduate Researcher

Mentor: Yunchao Wei

WEI Lab, Beijing Jiaotong University

Apr. 2022 - Present

Publications

  1. classdiffusion_preview.png
    ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
    Jiannan Huang, Jun Hao Liew, Hanshu Yan, Yuyang Yin, Yao Zhao, Humphrey Shi, and Yunchao Wei
    International Conference on Learning Representations(ICLR), 2025
  2. collaborative.png
    Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation
    Siyu Jiao*, Hongguang Zhu*, Jiannan Huang, Yao Zhao, Yunchao Wei, and Humphrey Shi
    European Conference on Computer Vision(ECCV)(Oral) , 2024
  3. adgpt_preview.png
    AdGPT: Explore Meaningful Advertising with ChatGPT
    Jiannan Huang, Mengxue Qu, Longfei Li, and Yunchao Wei
    Transactions on Multimedia Computing Communications and Applications(TOMM), 2025

Service

Reviewer: ICLR2025, ICCV2025