Jiannan Huang

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

My research interests include a wide range of Machine Learning and Multi-modal AI areas. Currently, I am focusing on the following specific topics:

  • Generative Model and its controllability: Controllable Text-to-Image/Video Generation, Image/Video Editing, Image/Video Personalization.

  • Multimodal Understanding & Generation: Development and Application of Large-scale Multi-modal models.

  • Multimodal Agents: Establishment of Multimodal Agents for real-world application.

If you would like to collaborate with me or have any questions or just chat, feel free to send me an email

CV

News🔥

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!

Sep. 2023

I have ended my studies and work at KEG. Thanks to Jiazheng Xu, Xiao Liu, and Prof. Jie Tang!

Jun. 2023

We release Study In BJTU, a project that includes unofficial LaTeX and Markdown templates for homework and slides for BJTU.

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, and Yunchao Wei
    Arxiv, 2024
  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
    ECCV2024 (Oral) , 2024
  3. adgpt_preview.png
    AdGPT - Explore Meaningful Advertising with ChatGPT
    Jiannan Huang, Mengxue Qu, Longfei Li, and Yunchao Wei
    2023

Service

Reviewer: ICLR25