Conference Paper

ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering
Yifan Wu*, Lutao Yan*, Leixian Shen, Yunhai Wang, Nan Tang, Yuyu Luo(* Equal Contribution)
(EMNLP 2024) (PDF link)
Miami, Florida, United States
Yifan Wu*, Lutao Yan*, Leixian Shen, Yunhai Wang, Nan Tang, Yuyu Luo(* Equal Contribution)
(EMNLP 2024) (PDF link)
Miami, Florida, United States

Boosting Text-to-Chart Retrieval with Semantic Insights
Yifan Wu, Lutao Yan,Yizhang Zhu, et al, Nan Tang, Yuyu Luo
submitted to SIGIR 25(preprint link)
Yifan Wu, Lutao Yan,Yizhang Zhu, et al, Nan Tang, Yuyu Luo
submitted to SIGIR 25(preprint link)

ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding
Yifan Wu*, Lutao Yan*,Leixian Shen, et al, Yuyu Luo
submitted to KDD 25(preprint link)
Yifan Wu*, Lutao Yan*,Leixian Shen, et al, Yuyu Luo
submitted to KDD 25(preprint link)

ChartAlign: Instance-Level Visual Alignment for Robust Chart Understanding in MLLMs
Jing Xu, Lutao Yan,Zhihao Shuai, Weikai Yang
submitted to NeurIPS 25(preprint link)
Jing Xu, Lutao Yan,Zhihao Shuai, Weikai Yang
submitted to NeurIPS 25(preprint link)
Updating soon!
Project

Portfolio for Early Project
Summary of my selected programme work!
The research, projects and course design I have done in the past year mainly focus on the exploration and practice of AI
PDF link
Summary of my selected programme work!
The research, projects and course design I have done in the past year mainly focus on the exploration and practice of AI
PDF link
Selected Awards
- Future Technology Study Tour Prize
CNY 5000 Scholarship
2024 - Future Technology Taihu Innovation Prize
CNY 5000 Scholarship
2023 - Thrice-Good Student of the Year
Top 10%
2022 - Baidu “Paddle Paddle” Cup
Excellence Award Enterprise competition
2021