Hello, I’m Lin Gao (Lynne, 高琳), a second-year graduate student at the School of Data Science, Fudan University (FDU). I’m a member of the FDUVIS Lab, where I work under the supervision of Prof. Siming Chen. In 2023, I got my bachelor’s degree in Data Science and Big Data Technology at Chongqing University (CQU).
My research interests lie in Data Visualization, Human-AI Interaction and Human-Data Communication. Specifically, I aim to advance intelligent education and data-driven storytelling through visualization and interaction techniques. I’m exploring research related to human-AI collaboration with large language models.
📢 News
🙋🏻♀️ I am actively seeking for PhD position of 25Fall!
-
➭ Attend ChinaVis 2024 and present our work Tailor-Mind.
-
➭ Our work Tailor-Mind is accepted by VIS 2024.
-
➭ Arrive in Hong Kong and start my 3-months visit to HKUST VisLab.
-
➭ Our work FinDecipher is accepted by ChinaVis 2024.
-
➭ Present our work TransforLearn on the China-R Conference.
-
➭ Attend VIS 2023 in Melbourne and present our work TransforLearn.
-
➭ Start my graduate study at the School of Big Data Science, FDU.
-
➭ Our work TransforLearn is accepted by VIS 2023.
-
➭ Graduate from CQU with a bachelor's degree.
Projects
Propose a framework for integrating fine-tuned LLMs into domain-specific visualization systems. Tailor-Mind applies this framework in education to facilitate self-regulated learning.
TransforLearn is an interactive visual tutorial tool that helps beginners learn the Transformer model through architecture-driven and task-driven explorations.
FinDecipher is interactive financial data decision‑making visual analysis system based on DuPont analysis and LLMs.
Publications
.
IEEE Transactions on Visualization and Computer Graphics (VIS'24), 2024. Interactive Financial Data Decision Making Visual Analysis Based on DuPont Analysis and Large Language Model
.
ChinaVis'24, 2024.
.
IEEE Transactions on Visualization and Computer Graphics (VIS'23), 2023.