Bingxuan Li

Bingxuan Li

Hey! I'm a first-year PhD student in Computer Science at University of Illinois Urbana-Champaign (UIUC). I'm fortunate to work with Prof. Yue Guo and Prof. Heng Ji. I'm currently working on agentic AI, grounded multi-modal reasoning, and controllable multi-modal generation.

Previously, I did my Master's Degree at University of California, Los Angeles (UCLA), where I was advised by Prof. Nanyun Peng, Prof. Kai-Wei Chang, and Prof. Yiwei Wang. Before that, I completed my Bachelor of Science degree in Computer Science and Data Science (double major) at Purdue University.

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Research


My long-term research vision is to build multisensory assistant with adaptive and creative intelligence that can reason across every modality and learn new skill/knowledge to adapt to different context on-the-fly. Out of curiosity, I have also explored AI for Human Health. My current research focuses on enabling agents (e.g. language agent, visual agent, embodied agent, etc.) to learn on the job: long-horizon run-time learning for adaptive multimodal agents that update their knowledge and behavior from in-situ feedback and new context.
My recent works mainly span across two directions:
Show:

or view all my works on Google Scholar.


Experience

ByteDance Intelligent Creation
Research Intern · San Jose, CA
May 2025 - Aug 2025
Mentor: Yulei Niu
Worked on creative multimodal generation (video, audio).
The Wharton School, UPenn
Research Assistant · Philadelphia, PA
May 2022 - Aug 2025
Advisor: Prof. Bingxin Zhao
Worked on AI for Science, Agentic AI, Precision Medicine.
UCLA NLP
Graduate Student Researcher · Los Angeles, CA
Oct 2023 - May 2025
Advisors: Prof. Nanyun Peng, Prof. Kai-Wei Chang, Prof. Yiwei Wang
Worked on Grounded Multimodal Reasoning, Controllable Multimodal Generation.
Chicago Booth
Research Assistant · Chicago, IL
Dec 2022 - Dec 2024
Advisor: Prof. Amy Ward
Worked on Queueing Theory, LLM Reasoning, Machine Learning.
Purdue University
Undergraduate Student Researcher · West Lafayette, IN
Mar 2022 - May 2024
Advisors: Prof. Pengyi Shi, Prof. Tianyi Zhang
Worked on Machine Learning, Human-Computer Interaction, AI for Social Good.

Education

University of Illinois Urbana-Champaign logo
University of Illinois Urbana-Champaign
PhD, Computer Science
Aug 2025 - present Champaign, IL
UCLA logo
University of California, Los Angeles
Master of Engineering
Aug 2023 - Dec 2024 Los Angeles, CA
Purdue University logo
Purdue University
Bachelor of Science, Computer Science & Data Science
Aug 2019 - May 2023 West Lafayette, IN

Last updated: Dec, 2025
Modified from template by Jon Barron.