Wenbo (Gordon) Hu

whu at cs dot ucla dot edu

Hi! I am Wenbo. I'm a graduate student at University of California, Los Angeles Computer Science Program, working with Prof. Nanyun Peng and Prof. Kai-Wei Chang at UCLA. Before that, I worked at Machine Learning, Perception, and Cognition Lab (mlPC) advised by Prof. Zhuowen Tu. I graduated from University of California, San Diego majoring Data Science in March 2023.

My goal is aligning large multimodal model to have perception and comprehension following human values. My primary research interest lies in Multimodal Machine Learning, Vision-Language Models, and LLM.

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News
  • 10/2024: We release MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models.
  • 09/2024: MQT-LLaVA: Matryoshka Query Transformer for Large Vision-Language Models is accepted at NeurIPS 2024!
  • 05/2024: Released Matryoshka Query Transformer for Large Vision-Language Models, check our new work here.
  • 05/2024: VALOR-EVAL is accepted by ACL 2024 Findings!
  • 12/2023: BLIVA is accepted by AAAI 2024!
  • 10/2023: Joined PLUS lab at UCLA.
  • 04/2023: Joined Machine Learning, Perception, and Cognition Lab (mlPC) at UCSD.
  • 02/2022: Joined Hao Su Lab at UCSD for computer vision and robotics research.

  • Publications

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    Work Experience
    Synthesis Electronic Technology        06/2021 - 08/2021
    Research Intern at Computer Vision Group
    Inspur Groups        07/2020 - 09/2020
    Software Engineering Intern

    Teaching Experience
    Teaching Assistant: CSE151A: Intro to Machine Learning
    UCSD (Winter 2023)

    Service
    Reviewer for ICLR, NeurIPS, AAAI, EMNLP, ACL Rolling Review, and IEEE Transactions on Multimedia.



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