About me - Huiyi Chen, 陈慧仪

I am a third-year Master student at Southeast University, advised by Prof. Xu Yang.

I’m currently looking for PhD position start from 2026 fall. If you are interested, please feel free to contact me. Here is my resume.

My research interests lie at:

  • In-context learning (ICL)
  • Large vision-language model (LVLM)
  • Multimodal Retrieval-Augmented Generation (MRAG)
  • Trustworthy AI

🎓 Education

Southeast University , 09/2023 - present

  • Mphil. in Artificial Intelligence. Advisor: Xu Yang

Nanchang Hangkong University , 09/2019 - 06/2023

  • B.S. in Network Engineering.

📝 Publications and Preprints

(* Refers to the authors having the equal contribution, and should be considered as co-first authors.)

Li Li*, Jiawei Peng*, Huiyi Chen*, Chongyang Gao, Xu Yang
CVPR 2024 (Poster) | PDF | Code
Huiyi Chen, Jiawei Peng, Kaihua Tang, Xin Geng, Xu Yang
ACM MM 2025 (Oral) | PDF | Code
Huiyi Chen, Jiawei Peng, Dehai Min, Changchang Sun, Kaijie Chen, Yan Yan, Xu Yang, Lu Cheng
Preprinted | PDF | Code

🧩 Hobbies & Interests​

In my free time, I enjoy reading, practicing digital art with Procreate, and watching films.

  • Books: I am a huge fan of ​Fredrik Backman’s works, especially Britt-Marie Was Here. The story of Mrs. Britt-Marie—a once-invisible homemaker who finally decides to drive alone to Paris, constantly encourages me. It inspires me to be ‘the kind of person who jumps from the rock into the sea’, reminding me that it’s never too late to start a new life.

  • Films: I am a super fan of Disney & Pixar, having watched almost every one of their classic movies, as well as their behind-the-scenes documentaries. My favorites include Turning Red, Soul, and Inside Out . There’s a line from Turning Red that particularly moved me, when Meimei’s mother tells her: “The farther you go, the prouder I will be.”