Portfolio

HFA-UNet: Hybrid and Full-Attention UNet for Medical Segmentation

Yue Li^*, Yuanhao Zou^*, Xiangjian He, Qing Xu, Ming Liu, Shengji Jin, Qian Zhang, Maggie M. He, Jian Zhang
Knowledge Based System
Code | Paper

MVCM: Multi-View, Cross-Modality for Visual Question Answering and Medical Image-Text Retrieval

Adaptive, Iterative and Reasoning-based Frame Selection

Yuanhao Zou, Zhaozheng Yin
CVPR25 Multimodal Workshop
Code | Paper

AMiF: Alignment, Mining and Fusion for Medical Visual Question Answering

Yuanhao Zou, Zhaozheng Yin
CVPR25
Code | Paper

A.I.R.: Adaptive, Iterative and Reasoning-based Frame Selection

Yuanhao Zou, Shengji Jin, Andong Deng, Youpeng Zhao, Jun Wang, Chen Chen
ICLR26
Project | Paper

CLARITY: Medical World Model for Guiding Treatment Decisions by Simulating Context-Aware Disease Trajectories in Latent Space

Tianxingjian Ding, Yuanhao Zou, Chen Chen, Mubarak Shah, Yu Tian
ECCV 2026
Project | Paper

How Should Video LLMs Output Time? An Analysis of Efficient Temporal Grounding Paradigms

Shengji Jin^*, Yuanhao Zou^*, Victor Zhu, Zhengping Ji, Chen Chen
CVPR 2026 Workshop
Project | Paper

Conditional Multi-Event Temporal Grounding in Long-Form Video

Yuanhao Zou, Arthad Kulkarni, Lucas Tonanez, Lincoln Spencer, Guangyu Sun, Tianxingjian Ding, Andong Deng, Yi Li, Shuangjun Liu, Yuan Li, Dashan Gao, Ning Bi, Taotao Jing, Shuai Zhang, Chen Chen
NeurIPS 2026 — Evaluations & Datasets Track (accepted)
Project | Paper

Zou, Yuanhao