Publications

• 
  LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model

  LLM Multimodal

  Yulin Luo*, Ruichuan An*, Bocheng Zou, Yiming Tang, Jiamin Liu, Shanghang Zhang

  ECCV 2024, First Available on: 2024-05-03, Published on: 2024-10-25, Last Update on: 2024-07-24

  [Project Page] [arXiv] [Poster] [DOI]
• 
  TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models

  Benchmark Multimodal Video

  Mu Cai, Reuben Tan, Jianrui Zhang, Bocheng Zou, Kai Zhang, Feng Yao, Fangrui Zhu, Jing Gu, Yiwu Zhong, Yuzhang Shang, Yao Dou, Jaden Park, Jianfeng Gao, Yong Jae Lee, Jianwei Yang

  arXiv, First Available on: 2024-10-14, Last Update on: 2024-10-14

  [Project Page] [arXiv]
• 
  VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation

  Benchmark Multimodal

  Bocheng Zou*, Mu Cai*, Jianrui Zhang, Yong Jae Lee

  EMNLP 2024, First Available on: 2024-07-15, Last Update on: 2024-08-29

  [Project Page] [arXiv]
• 
  Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

  Benchmark LLM Multimodal Visual Prompt

  Weifeng Lin*, Xinyu Wei*, Ruichuan An, Peng Gao, Bocheng Zou, Yulin Luo, Siyuan Huang, Shanghang Zhang, Hongsheng Li

  arXiv, First Available on: 2024-03-29, Last Update on: 2024-04-01

  [Project Page] [arXiv]
• 
  MoSA: Mixture of Sparse Adapters for Visual Efficient Tuning

  PEFT

  Qizhe Zhang, Bocheng Zou, Ruichuan An, Jiamin Liu, Shanghang Zhang

  arXiv, First Available on: 2023-12-05, Last Update on: 2024-03-23

  [arXiv]