Publications

2025

  1. gna_preview.png
    Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
    Ali Hassani, Fengzhe Zhou, Aditya Kane, Jiannan Huang, Chieh-Yun Chen, Min Shi, and 10 more authors
    2025
    arXiv PDF Code
  2. 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 1 more author
    International Conference on Learning Representations(ICLR), 2025
    arXiv PDF Code Website
  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
    HTML PDF Code

2024

  1. 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
    arXiv PDF Code