About Me

I am Renjie Liang, a Ph.D. student at the University of Florida (UF), where I serve as a research assistant in the Health Outcomes & Biomedical Informatics (HOBI) department. My research interests focus on medical image report generation using Large Language Models (LLMs), particularly for 3D CT renal images. In addition, I am exploring out-of-distribution detection and improving efficiency in radiology image for report generation. My goal is to develop amazing models with real-world data to reduce the tedious workload for medical scripting and improve its quality. Eventually, I hope to contribute to the advancement of medical report generation and improve healthcare outcomes for humanity.

Work Experiences

2024. Aug - Present
Research Assistant, HOBI, University of Florida
Prof. Jie Xu


2023. Apr - 2024. Aug
Research Associate, S-Lab, Nanyang Technological University
Prof. Aixin Sun


2022. Mar - 2023. Apr
Research Intern, NExT++, National University of Singapore
Prof. Tat-Seng Chua and Postdoc Wei Ji


2020. Oct - 2021. Dec
Engineer, Bytedance

Education

2024. Aug - Present
Doctor of Philosophy in Biomedical Informatics
University of Florida, USA


2018. Sep - 2020. Jun
Master of Engineering in Computer Science
Sun Yat-sen University, China


2013. Sep - 2017. Jun
Bachelor of Engineering in Mining Engineering
Central South University, China

Publications

please refer to google scholar page to check all my publications. (* Equal Contribution)

TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise Queries
Renjie Liang, Li Li, Chongzhi Zhang, Jing Wang, Xizhou Zhu, Aixin Sun
Preprint  
Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge Distillation
Renjie Liang , Yiming Yang, Hui Lu, Li Li
Preprint  
Partial Annotation-based Video Moment Retrieval via Iterative Learning
Wei Ji, Renjie Liang, Lizi Liao, Hao Fei, Fuli Feng
ACM MM 2023  
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning
Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua
CVPR 2023  

Services

Program Committee Member of ACM MM (2023) .