Publications

The year indicates the time when the work is mostly finished.

2024

  1. VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
    NeurIPS 2024, arXiv preprint arXiv:2406.08394. [Code]
    Jiannan Wu*, Muyan Zhong*, Sen Xing*, Zeqiang Lai*, Zhaoyang Liu*, Wenhai Wang*, Zhe Chen, Xizhou Zhu, and 3 more authors

2023

  1. ControlLLM: Augment Language Models with Tools by Searching on Graphs
    ECCV 2024, arXiv preprint arXiv:2310.17796. [Code]
    Zhaoyang Liu*, Zeqiang Lai*, Gao Zhangwei, Erfei Cui, Zhiheng Li, Xizhou Zhu, Lewei Lu, Qifeng Chen, and 3 more authors
  2. Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models
    Preprint, arXiv preprint arXiv:2310.07653. [Website] [Code]
    Zeqiang Lai, Xizhou Zhu, Jifeng Dai, Yu Qiao, and Wenhai Wang
  4. InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language
    Preprint, arXiv preprint arXiv:2305.05662. [Website] [Code]
    Zhaoyang Liu*, Yinan He*, Wenhai Wang*, Weiyun Wang*, Yi Wang*, Shoufa Chen*, Qinglong Zhang*, Zeqiang Lai*, and 12 more authors
  5. Denoising Diffusion Semantic Segmentation with Mask Prior Modeling
    Preprint, arXiv preprint arXiv:2306.01721. [Code]
    Zeqiang Lai*, Yuchen Duan*, Jifeng Dai, Ziheng Li, Ying Fu, Hongsheng Li, Yu Qiao, and Wenhai Wang

2022

  1. Hybrid Spectral Denoising Transformer with Guided Attention
    ICCV 2023, International Conference on Computer Vision. [Poster] [Code]
    Zeqiang Lai, Chenggang Yan, and Ying Fu
  2. Mixed Attention Network for Hyperspectral Image Denoising
    Preprint, arXiv preprint arXiv:2301.11525. [Code]
    Zeqiang Lai, and Ying Fu
  3. Hyperspectral Image Super Resolution with Real Unaligned RGB Guidance
    TNNLS, IEEE Transactions on Neural Networks and Learning Systems. [Website] [Code]
    Zeqiang Lai, Ying Fu, and Jun Zhang

2021

  1. Deep plug-and-play prior for hyperspectral image restoration
    Neurocomputing, Elsevier Neurocomputing. [Code]
    Zeqiang Lai, Kaixuan Wei, and Ying Fu