Galleries of Prince 🀴🀴🀴

Prince Wang

Hi, my name is Prince πŸ‘‹ I am a PhD student πŸŽ“ and entrepreneur πŸ’Ό in Information Systems at Carnegie Mellon University, where I do research on GenAI and LLM agents πŸ€–. I am also the co-founder of WeMeow.ai (launching soon), an AI startup that builds the next geneation of agentic-based social-media platform with proactive and personalized AI agents.

At CMU, my research focuses on building capable, efficient, and safe LLM agents:
(a) Human-Centric LLM Agents: Training LLM agents to perform human-centric tasks by learning from human feedback, preferences, and real-world interaction patterns;
(b) Cost-Efficient Reinforcement Learning: Developing cost-efficient RL methods for reasoning, multi-agent collaboration, and long-horizon agentic tasks;
(c) Building Robust Agents: Enhancing the safety and robustness of LLM agents through the design of environments and benchmarks that rigorously evaluate their behavior.

I am looking for more research collaborations to build better LLM agents! We currently have several A100 GPU clusters capable of large-scale inference and RL post-training. If you are interested and have ideas, please reach out to us at princewang [at] cmu [dot] edu.

EducationEducation
  • 2022-present   PhD in Information System, Carnegie Mellon University
  • 2017-2022   5 year BS/MS in Computer Science, UC Santa Barbara

Publication  

Preprint / Working Papers

 
 

Conference

 

ICLR 2026

Prince Zizhuang Wang, Shuyi Chen, Jinhao Liang, Ferdinando Fioretto, Shixiang Zhu
Gen-DFL: Decision-Focused Generative Learning for Robust Decision Making
 
 

ACL 2020

 

EMNLP 2019

Prince Zizhuang Wang, William Yang Wang
Neural Gaussian Copula for Variational Autoencoder
 
 

Experience

May 2025 - Aug 2025

Research Intern in Large Language Models/Agents, Amazon
Mentor: Dong Li

May 2023 - Aug 2023

Research Intern in Machine Learning, Capital One, MLX
Advisors: β€ͺNikita V Seleznev

Oct 2018 - 2022

Research Assistant, UCSB, NLP Lab
Advisors: William Wang and Yu-Xiang Wang

June 2019 - Sep 2019

Research Internship, USC, ISI NLP Lab
Advisors: Nanyun (Violet) Peng and Greg Ver Steeg

Awards

  • 2020   CRA Outstanding Undergraduate Researchers, Finalist
  • 2019   Chancellor's Award for Excellence in Undergraduate Research (Highest honor for Undergraduate Research at UCSB; 4 recipients each year)
  • 2019   UCSB NLP Lab Outstanding Undergraduate Research Award
  • 2018   Gene and Lucas Undergraduate Research Award
  • Music  

    Apart from Academia and writing books, I am also a Music producer, songwriter, and singer.
    My music genre is mainly in classical 🎻 or neo-classical music 🎷. I also do EDM πŸ“», Deep House πŸ’ƒπŸ», and many others.
    Check out my Singles on Spotify.