Seonghee Lee

shlee@cs.stanford.edu

You can clone and use this website from my GitHub


Hello! :) I'm Seonghee, a second-year Computer Science (MS) student @Stanford University.
I am advised by Professor Diyi Yang (Stanford NLP) and Professor Hari Subramonyam (Stanford HCI).
I have also worked at Microsoft Research on Multimodal Agent Interaction in Open Spacesโ€”Project Transcendence (HCAIX) under the guidance of Kori Inkpen, John Tang, Asta Roseway, and Sasa Junuzovic.

I have experience in machine learning, particularly in fine-tuning and training large-scale vision and language models, web development, backend infrastructure, and programming.
I really like gitHub's design, Apple's WWDC conferences, and learning more about developing accessible technology.

โ†“ Research & Projects โ†“

๐Ÿ“š Selected Publications

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AltCanvas: A Tile-Based Image Editor with Generative AI for Blind or Visually Impaired People
Seonghee Lee, Maho Kohga, Steve Landau, Sile O'Modhrain, Hari Subramonyam
ACM SIGACCESS Conference on Computers and Accessibility, ASSETS 2024
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Beyond Scale: Analyzing ASR Model Performance in Code-Switching Data
Seonghee Lee, Yiling Zhao, Michela Marchini
CS 224S Speech Language Processing (A+)
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Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education
Hyoungwook Jin, Seonghee Lee, Hyungyu Shin, Juho Kim
2024 19th ACM/IEEE International Conference on Human-Computer Interaction (CHI)
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MultiSum: A Large Dataset for Multimodal Video Temporal Segmentation and Summarization
Jielin Qiu, Claire Jin, Seong hee Lee, Ding Zhao, 2023 18th ACM/IEEE International Conference on Machine Learning (ICML), 2023

.......etc. For more publications, please visit my Google Scholar

๐Ÿ‘ฉโ€๐Ÿ’ป Software Tools & Projects

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DarakBooks - LLM based Book Recommendation

Backend Development of LLM Based Book Recommendation API, User Book Club Groups API - Typescript, Nestjs, Swagger

github | website |
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Perceived Harm Reddit - Stanford ESRG

Fullstack Development of Reddit Survey through using a chrome extension to scrape user comments, analyze scores through Perspective and Generative survey questions. Parallel Processing, Serverside development Django

github | website |
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Mecerdez Benz Non-Verbal AI Interaction - Cochl.AI

Full Stack development of Non-verbal AI Interaction prototype in Mercedes Benz Cars using Cochl Socket API

github |
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MyCourseIndex - Cornell Data Science

an essential search engine for Cornell students and their courses with the initial goal to improve the Piazza search user experience. This search gathers all information from Piazza posts to Textbook and Notes Resources and returns valid results for the student to utilize

github |
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Eternal Testimony

As of Jun 2020, there are only 17 survivors of the Japanese military comfort women. We are initiating the '์˜์›ํ•œ ์ฆ์–ธ Eternal Testimony' project, a novel way to preserve our history for all perpetuity in a vivid and memorable way.

website |
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The Last 100 meter Problem: Passenger Interaction in Autonomous Vehicles

A Gestural Interaction for Passenger Interaction in Autonomous Vehicles

paper

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