I am a Ph.D. student in Computer Science at the University of Maryland, College Park, working with Prof. Heng Huang. Previously, I obtained my B.S. degree at Peking University in Intelligence Science and Technology, School of Electronics Engineering and Computer Science. I was fortunate to work with Prof. Xu Sun during my undergraduate study.

My research interests are about vision-language models, natural language processing and large language models.

Publications

Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang
Preprint, 2024. [Arxiv, Code]

Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction
Ruibo Chen, Zhiyuan Zhang, Yi Liu, Ruihan Bao, Keiki Harimoto, Xu Sun
KDD Workshop on Machine Learning in Finance, 2023. [Arxiv, Code]

Stock Trading Volume Prediction with Dual-Process Meta-Learning
Ruibo Chen, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), 2023 (Oral). [Arxiv, Code]

Selected Honors and Awards

Outstanding Graduates in Beijing, 2023
Outstanding Graduates in Peking University, 2023
National Scholarship, 2022
Merit Student Pacesetter, 2021
Leo Koguan Scholarship, 2021