About Me

Shi Liu is currently a research assistant at the Shanghai AI Laboratory, working in the OpenGVLab under the leadership of Jifeng Dai. At OpenGVLab, I collaborates with Weijie Su and Wenhai Wang. Previously, I was an M.S. student at the Visual Analytics and Intelligence Group of ZJU (ZJUVAI), under the supervision of Prof. Wei Chen. I also worked with Researcher Kecheng Zheng from Ant Research. My research focuses on multi-modal learning and deep learning, particularly on large vision-language models. I began my journey in deep learning from June 2022. Prior to that, I was focused on software development technologies.

From Feb. 2022 to Jun. 2022, I was a software development intern at Ant Group.

From Feb. 2023 to Jun. 2023, I was a research intern at OPPO.

From Jun. 2023 to Oct. 2023, I was a research intern at Zhejiang Laboratory.

I am currently seeking PhD positions, Research Assistant roles, and full-time researcher positions. If you are interested, please feel free to reach out to me via email at zju_ls@zju.edu.cn.

Publicications

CoMemo: LVLMs need image context with image memory Shi Liu, Weijie Su, Xizhou Zhu, Wenhai Wang, Jifeng Dai Under Review

Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs Shi Liu, Kecheng Zheng, Wei Chen ECCV, 2024 Paper Code Project Page

Conceptual Augmentation: Advancing Model Interpretability Through Language-Model Integration and Concept-Wise Explicability Shi Liu, Lechao Cheng, Wei Chen Under Review

Towards an Understanding and Explanation for Mixed-Initiative Artificial Scientific Text Detection Luoxuan Weng, Shi Liu, Hang Zhu, Jiashun Sun, Wong Kam-Kwai, Dongming Han, Minfeng Zhu, Wei Chen Information Visualization, 2024 PDF

Xnli: Explaining and diagnosing nli-based visual data analysis Yingchaojie Feng, Xingbo Wang, Bo Pan, Kam Kwai Wong, Yi Ren, Shi Liu, Zihan Yan, Yuxin Ma, Huamin Qu, Wei Chen IEEE Transactions on Visualization and Computer Graphics, 2023 PDF

VIEA: A Visualization System for Industrial Economics Analysis Based on Trade Data Ziliang Wu, Shi Liu, Yuefan Zhou, Tong Xu, Jiacheng Pan, Zhiguang Zhou, Wei Chen, Fei-Yue Wang IEEE Transactions on Computational Social Systems, 2023 PDF

Honors and Awards

• Guoqiang Scholarship (top 3%), 2022
• Outstanding Academic Scholarship (top 8%), 2023
• Outstanding Student, 2020\2022\2023
• Outstanding Student Leader, 2019\2022\2023
• Outstanding Graduate of Zhejiang University, 2024
• Outstanding Graduate of Zhejiang Province, 2024
• Central South University Scholarship, 2017-2021
• National Post-Graduate Mathematical Contest in Modeling, National Second Prize, 2021
• Competition of Service Outsourcing and Entrepreneurship Innovation, National Second Prize, 2020
• Competition of Service Outsourcing and Entrepreneurship Innovation, First Prize of Hunan Province, 2020
• MCM/ICM Meritorious Prize, 2019