Hi there, I'm Zexin Xu (徐泽鑫)

My full name is pronounced as /zɛˈʃɪn ʃiː/, with the "X" sounding like "sh".

I am a third-year Ph.D. candidate in Computer Science at the University of Texas at Dallas, co-advised by Dr. Yapeng Tian and Dr. Wei Yang. My current research focuses on egocentric multimodal agents and multimodal human state understanding, with additional interests in learning technology. Recently, I led team ASTRO in the Amazon Trust AI Challenge, where we were selected as one of the five Red Teams globally and made it into the finals.

Prior to UTD, I completed both my M.S. and B.S. in Computer Science and Engineering at The Ohio State University, where I worked with Dr. Yu Su. During my master's program, I led the software engineering team for SalsaBot in the Amazon Alexa Prize SimBot Challenge. In the field of learning technology, I collaborated with Dr. Di Xu (UCI), Dr. Qiujie Li (NTU), and Dr. Zilu Jiang (JHU) on TimeWise, an educational conversational agent project. Our team participated in the Tools Competition 2024 and was selected as one of the five finalists among approximately 2,000 submissions.

Research interests

  • Egocentric multimodal agents
  • Embodied agents
  • Multimodal learning
  • Proactive AI assistants
  • AI in education
2026

Heading to ISLS 2026 in Irvine, CA to present our work on TimeWise! Also check out our brand-new landing page. 🎉

Jun10

Joined Dr. Yapeng Tian's research group at UT Dallas. Really excited for this new research journey!

Mar24
2025

Crossed the 100-citation milestone! I’m deeply grateful to my collaborators and mentors for making this possible. Thank you!

Nov06

Our Team ASTRO has been selected as one of the 4 finalists in the Amazon Trust AI Challenge! Check this out!

Jun24

Our paper "SoK: Efficiency Robustness of Dynamic Deep Learning Systems" accepted to USENIX Security '25! Check our LinkedIn Post!

Jun15

Grateful to my amazing coauthors and advisors! Our LLM4SR (LLM for scientific research) survey paper is now on arXiv!

Jan08
2024

Led team ASTRO to be selected as one of the five Red Teaming groups for the Amazon Trust AI Challenge. See you in Seattle! 🚀

Nov01

I'm so blessed to be married to the love of my life, Jessie! ❤️ Here's to forever together 🥂

Oct23

Our project TimeWise has been selected as one of the five finalists in the Tools Competition 2024! 🎉

Apr16
2026
AnchorCard: Attributed Card Generation from Web DocumentsUnder review
Zexin Xu, Haoxuan Zhang, Manraj Singh, Gopika Murali, Gagandeep Singh, Lizal Adhikari, Mehri Sattari, Hamid Rouhani, Anthony C. Garza, Vishwaa Shah, Ivin Issac Georgi, Akib Jawad Ononto, S M Tahmid Siddiqui, Akshay Vyas, Jiasheng Xu, Daud Aftab Masih, William T. Doan, Ziqi Liu, Yapeng Tian, Haihua Chen
@Under review
Do Joint Audio-Video Generation Models Understand Physics?NeurIPS
Zijun Cui, Xiulong Liu, Hao Fang, Mingwei Xu, Jiageng Liu, Zexin Xu, Weiguo Pian, Shijian Deng, Feiyu Du, Chenming Ge, Yapeng Tian
@Conference on Neural Information Processing Systems (NeurIPS), Poster
LLM4SR: A Survey on Large Language Models for Scientific ResearchCSUR
Ziming Luo, Zonglin Yang, Zexin Xu, Wei Yang, Xinya Du
@ACM Computing Surveys (CSUR), to appear
2025
Leveraging Generative AI in Designing and Delivering Individualized Responsive Feedback for Pre-service Teachers in Higher EducationSpringer
Jingwen He, Tingting Li, Zexin Xu, Kui Xie
@Artificial Intelligence and Human Agency in Education: Volume Two: AI for Equity, Well-Being, and Innovation in Teaching and Learning
SoK: Efficiency Robustness of Dynamic Deep Learning SystemsUSENIX Security
Ravishka Rathnasuriya, Zexin Xu, Tingxi Li, Zihe Song, Mirazul Haque, Simin Chen, Wei Yang
@USENIX Security '25
2026
Board GamesNext.js

JJ Studios

A small web tool I built for hosting board game nights at my place. It helps guests decide what to play, learn the rules, and keeps a record of the games we've played.

2024
Embodied AgentPython

SalsaBot

SalsaBot is an innovative embodied agent, specifically developed for the first Alexa Prize Simbot Challenge. The agent’s core function is to guide users through a game in a virtual setting, focusing on a seamless, user-centric experience.

2024
ChatbotReactFlask

TimeWise

An LLM-based conversational agent using cognitive behavioral therapy to transform users' time management skills.

2022
ReactChrome Extension

Tele-Tube

Chrome Extension for Time-Stamping Youtube Captions