Jie DENG
Graduate Student
Human-Agent Interaction/AI4Design/Domain-specific Small Model

Introduction

I am a first-year graduate student in the Information Art and Design program at Tsinghua University’s Academy of Arts & Design. My undergraduate degree is CDIE from Xinya College, Tsinghua University. I focus on applying machine learning and AI to design, with strong skills in design thinking. I interned at MSRA from Oct. 2023 to Jun. 2024, where I contributed to the AI4Design project, developing GPT-based design support tools and enhancing interaction quality.


Research Project

  1. 垂直领域小模型探索: 探索开发一种垂直领域的小模型,以人类儿童成长发育和发展心理学为启示,旨在实现核心的多模态推理能力,而非依赖庞大的知识库。

  2. Proactive AI: 研究如何让GPT在多人对话或小组讨论中主动识别对话动势,选择适当的时机参与对话,从而克服当前被动对话模式的局限性。

  3. AI4Design: 开发基于GPT的设计辅助工具,致力于提升设计师在交互设计过程中的体验和效率。


Publication

徐迎庆,周沁怡,邓婕,张煜, 付心仪*. 人工智能在设计产业中的应用及发展 [J]. 包装工程, 2024, 45 (08): 1-10. DOI:10.19554/

Application and Development of Artificial Intelligence in Design Industry


Honor & Award

ProductMeta: A Creative Support Tool for Product Metaphor Generation
Participated in the Microsoft Global Hackathon 2024. The ProductMeta project was awarded the Peter Lee's Executive Challenge Honorable Mention Prize, ranking 5th out of 1064 entries.



Jie DENG
Graduate Student
Human-Agent Interaction/AI4Design/Domain-specific Small Model

j-deng24@mail.tsinghua.edu.cn