Hi, I am Xinyi Lu, a second-year PhD student at University of Michigan, advised by Prof. Xu Wang. Before that, I got my B.S degree from both University of Michigan (majoring in Computer Science), and Shanghai Jiao Tong University (majoring in Electrical and Computer Engineering).

My research interest lies in the intersection of Human-Computer Interaction, Computer Science and Education. Specifically, I'm interested in designing and developing Human-AI collaborative systems that supports the creation of high-quality educational content. This line of work includes systems that provides instructors with controllable AI assistance for designing quiz questions and worked examples, and a pipeline of using LLM-simulated students to evaluate and refine question items. Building on my experience of designing AI-based systems for education, I explore the desirable amount and form of AI assistant for educational content that facilitates active learning.

News

July, 2024 I will present Generative Student at L@S 2024 in Atlanta
August, 2023 Graduated from SJTU 🎓
April, 2023 ReadingQuizMaker won Best Paper Honorable Mention Awards at CHI 2023 🏆
April, 2023 I will present ReadingQuizMaker at CHI 2023 in Hamburg

Publications

Generative students: Using LLM-Simulated Student Profiles to Support Question Item Evaluation
Xinyi Lu, Xu Wang

Learning@Scale'2024
paper
ReadingQuizMaker: A Human-NLP Collaborative System that Supports Instructors to Design High-Quality Reading Quiz Questions
Xinyi Lu, Simin Fan, Jessica Houghton, Lu Wang, Xu Wang

CHI'2023 Best Paper Honorable Mention
paper · video

Games

The Legend of Zelda (Recreate and Upgrade)

Recreated the Level 1 of The Legend of Zelds by NES in the unity game engine, and added a new level with Michigan snow in it.

Play it here
Paws and Claws

A party game of cats and dogs rivalry created with Unity game engin. Players play as a cat and a dog and build their own game map to seize the flag and claim victory. With an intuitive block-building system, players can design and customize their own unique game maps, complete with obstacles, traps, and other challenges.

Download it here