About

Hi! 👋 I am Yihang Du (杜艺航). I am an incoming PhD student at FreedomAI Lab@CUHK-Shenzhen, advised by Prof. Benyou Wang. I also work with Dr.Yan Hu.

My research focuses on efficient and generalizable generative models, with a particular interest in representation learning across different model architectures (e.g., autoregressive, diffusion-based, unified multimodal, and native multimodal architectures). I aim to understand how these models acquire, organize, and utilize internal representations, how such representations support generation and generalization, and how insights into their representational mechanisms can guide the development of more capable and efficient foundation models.

I am actively seeking internship and research collaboration opportunities in MLLMs and agentic AI. Please feel free to reach out if you are interested in collaborating.

Update

Jun' 26 Completed my undergraduate studies.
Jan' 26 A paper is accepted by Bioinformatics.
Sep' 25 I’m excited to join the FreedomAI Lab as an RA for the rest of my undergrad. Enjoy Shenzhen life!
Sep' 25 Our paper is accepted by NeurIPS 2025.
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Apr' 25 Our paper is accepted by IJCAI 2025. See you in Guangzhou!

Publications

[Google Scholar] († denotes equal contribution)

  1. Why Vision Fails as a Universal Bridge: Rectifying Modality Asynchrony in Multilingual MLLMs
    COLM 2026
    Yihang Du, Juhao Liang , Zhengzhao Lai, Siyu Li, Yan Hu.
  2. IJCAI 2025
    Yihang Du†, Jiaying Hu†, Suyang Hou, Yueyang Ding, Xiaobo Sun.
  3. Bioinformatics 2026
    Jiaying Hu†, Yihang Du†, Suyang Hou, Yueyang Ding, Jinyan Li, Xiaobo Sun, Hao Wu.
  4. Nature Communications 2024
    Kaichen Xu, Yan Lu, Suyang Hou, Kainan Liu, Yihang Du, Mengqian Huang, Hao Feng, Hao Wu, Xiaobo Sun.

Education

The Chinese University of Hong Kong, Shenzhen
Ph.D. student in Computer Science
Shenzhen, China 2026-2031(exp.)
Zhongnan University of Economics and Law
B.Sc. in Statistics
Outstanding Graduate; Outstanding Bachelor's Thesis
Wuhan, China 2022-2026

Experience

Shenzhen Loop Area Institute
Research Intern
2026.06 - 2026.08
CUHK-Shenzhen
Research Assistant at FreedomAI Lab
2025.08 - 2026.04
Emory University
Research Assistant
Supervisor: Prof. Xiaobo Sun
2025.02 - 2025.08

Misc

Here are some of my friends.

I am a big fan of Podcasts and I enjoy playing table tennis. I am trying to learn tennis.
I love photography. I capture the beauty of my travels with a SONY A7M4. Here are some of my photos.

At Tower Records in Shibuya, Tokyo
At Tower Records | Shibuya, Tokyo 2025.