Galleries of Prince 🀴🀴🀴

Prince Wang

Hi, I'm Prince πŸ‘‹ I am a PhD student at Carnegie Mellon University, Heinz College of Information Systems and Public Policy where I do research on GenAI/LLM, advised by Prof. Woody Zhu. At CMU, I am also fortunate to collaborate with Prof. Fei Fang, Prof. Yang (Frank) Hao at JHU, and Prof. Ferdinando Fioretto at UVA. Previously, I was an undergraduate student at UCSB 's College of Creative Studies and Department of Computer Science, where I am fortunate to be advised by Prof. Yu-Xiang Wang and Prof. William Wang.

My research interest bridges machine learning, GenAI, statistics, and decision-making problems, particularly in the topics of: (a), Human-centered and AI-enhanced decision-making; (b) Sequential Modeling and Uncertainty Quantification; (c) Theories and Applications of modern generative models, such as Diffusion and Flow-based Models.

princewang [at] cmu [dot] edu, zizhuang_wang [at] ucsb [dot] com

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

Publication  

 

Submitted to ICML 2025

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

Working Paper

Yidong Ouyang, Prince Zizhuang Wang, Liyan Xie, Shixiang Zhu
MissDiff++: Incorporate Meaningful Missing Data into the Modeling of Tabular Diffusion
 

Working Paper

Prince Zizhuang Wang, Pu Wang, Yixin Liu, Fei Fang, Shixiang Zhu, Hao (Frank) Yang
LLM-Traffc with Human Feedback: A Human-in-the-loop AI-Framework for Traffc Data Synthesis and Summarization
 

ACL 2020

 

EMNLP 2019

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

Experience

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.
    Follow me on my new instagram @princewangai
    Check out my Singles on Spotify. More Albums will be coming soon! πŸŽΆπŸŽ‰


    Template borrowed from my friend Jiao. Check out her work on fairness/NLP!