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General Information

Full Name Xinyuan Wang
Date of Birth 26th June 1999
Languages Chinese, English

Education

  • Sept. 2024 - Present
    Ph.D. in Computer Science
    The University of Hong Kong, Hong Kong, China
    • Supervisor: Prof. Tao Yu
  • Sept. 2022 - June 2024
    Master of Science in Computer Science
    University of California, San Diego, California, USA
    • GPA: 4.00/4.00
    • Research Mentors: Prof. Zhiting Hu, Prof. Zhuowen Tu
  • Sept. 2018 - June 2022
    Bachelor of Science in Computer Science and Technology
    Central South University, Hunan, China
    • GPA: 90.97/100 (3.88/4.00)
    • 2022 Outstanding Graduates of Central South University
    • School of Computer Science and Engineering Annual Scholarship (2018 - 2021)

Research Interests

  • Agent Foundation Model
  • Large Language Models (LLMs) Reasoning
  • Foundation Model Prompting

Publications

  • 2025
    OpenCUA: Open Foundations for Computer-Use Agents
    • Preprint Under Review
    • AIA@COLM 2025 Workshop (Oral)
  • 2025
    Computer Agent Arena: Evaluating Computer-Use Agents via Crowdsourcing from Real Users
    • Preprint Under Review
    • AIA@COLM 2025 Poster
  • 2024
    Kimi-VL Technical Report
    • Kimi Team (Core Contributor)
  • 2024
    Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
    • Preprint Under Review
  • 2024
    PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
    • ICLR 2024, SoCal NLP Symposium 2023
  • 2024
    LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
    • COLM 2024

Honors and Awards

  • 2019
    • School of Computer Science and Engineering Annual Scholarship
  • 2020
    • School of Computer Science and Engineering Annual Scholarship
  • 2021
    • School of Computer Science and Engineering Annual Scholarship
    • Guangyun Technology Scholarship
  • 2022
    • 2022 Outstanding Graduates of Central South University