Lin Gao (Lynne, 高琳)

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Second-year graduate student at FDU.
Address: 220 Handan Road, Shanghai, China.

https://www.lynnegao.me
lgao.lynne@gmail.com
@Lynne

Education

2023–Present M.S. in Application Statistics, Fudan University Shanghai, CN

School of Data Science. Advised by Prof. Siming Chen.
Member of the FDUVIS Lab.

2019–2023 B.S. in Data Science and Big Data Technology, Chongqing University Chongqing, CN

Advised by Prof. Haibo Hu.
GPA:3.85/4.00 (Top 3%). Outstanding Undergraduate Student.

Experience

2024 Summer Visiting Student at the VisLab, Hong Kong University of Science and Technology Hong Kong, CN

Advised by Prof. Huamin Qu.

Notable Awards

2023 Outstanding Freshman Scholarship, FDU

2023 Outstanding Graduate Thesis

Thesis: Interactive Visual Tutorial of the Transformer Model for Non-experts

2023 Outstanding Graduate Student

2022 Outstanding Programme of Innovation and Entrepreneurship Training

Focused on visual analysis methods for high-dimensional time-series atmospheric pollution

2022 National First Prize of ChinaVis 2022 Challenge

Focused on visual analysis for criminal network assets

2022 National Third Prize of National Computer Design

Focused on a visual analysis system for the spatiotemporal distribution and transmission patterns of atmospheric pollution

2019–2023 Outstanding Student Scholarship, CQU

2019–2023 Outstanding Student and Outstanding League Member, CQU

Publications

Journal

J2
Fine‑Tuned Large Language Model for Visualization System: A Study on Self‑Regulated Learning in Education
Lin Gao , Jing Lu , Zekai Shao , Ziyue Lin , Shengbin Yue , Chokit Ieong , Yi Sun , Zhongyu Wei , Siming Chen . IEEE Transactions on Visualization and Computer Graphics (VIS'24), 2024.
PDF arXiv
J1
TransforLearn: Interactive Visual Tutorial for the Transformer Model.
Lin Gao , Zekai Shao , Ziqin Luo , Haibo Hu , Cagatay Turkay , Siming Chen . IEEE Transactions on Visualization and Computer Graphics (VIS'23), 2023.
PDF Project Video

Conference

C1
Interactive Financial Data Decision Making Visual Analysis Based on DuPont Analysis and Large Language Model
Xiaowen Zhang , Yi Wan , Fen Wang , Xuan Chen , Yuheng Zhao , Lin Gao , Siming Chen . ChinaVis'24, 2024.

Skill

Programming Skills: Python, Pytorch, JavaScript, Vue.js, D3.js, Echarts.js, Latex

Design Skills: Figma, Adobe Photoshop, Adobe Illustrator, Adobe Lightroom

Service

Conference Reviewer: ChinaVis (2024)

Volunteer: ChinaVis (2024)