I am currently a student at at Shanghai AI Laboratory (shlab).
My research interest includes multimodal large language models(MLLMs) and retrieval-argument generation(RAG).
🔥 News
📝 Selected Publications
RAR:Retrieving And Ranking Augmented MLLMs for Visual Recognition
Ziyu Liu*, Zeyi Sun*, Yuhang Zang, Wei Li, Pan Zhang, Xiaoyi Dong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang
Combining retrieving and ranking with multi-modal large language models to revolutionize perception tasks such as fine-grained recognition, zero-shot image recognition, and few-shot object recognition. Our method opens up new avenues for research in augmenting the MLLM’s abilities with the retrieving-augmented solution and could be beneficial for other tasks such as reasoning and generation in future works.
🎖 Honors and Awards
- 2023.07, Meritorious award, Mathematical Contest in Modeling and Interdisciplinary Contest in Modeling (MCM/ICM), COMAP.
- 2022.05, National Second Prize, China Undergraduate Mathematical Contest in Modeling(CUMCM), China Society for Industrial and Applied Mathematics(CSIAM).
- 2022.05, Finalist award, Mathematical Contest in Modeling and Interdisciplinary Contest in Modeling (MCM/ICM), COMAP.
📖 Educations
- 2020.09 - 2024.06, Undergraduate, Wuhan University.