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)
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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 |
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Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge Distillation
Renjie Liang , Yiming Yang, Hui Lu, Li Li Preprint |
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Partial Annotation-based Video Moment Retrieval via Iterative Learning
Wei Ji, Renjie Liang, Lizi Liao, Hao Fei, Fuli Feng ACM MM 2023 |
Services
Program Committee Member of ACM MM (2023) .