Lutao Yan bio photo

Email

My CV

Github

Google Scholar

Zhihu

Bilibili

Conference Paper

EMNLP
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

SIGIR
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)

KDD
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)

KDD
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)

Updating soon!

Project

Port
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

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