PediaMed AI Lab

Our research

Publications

AI for children's health, development, and rare diseases.

Selected publications

4 papers

Toward Cognitive Supersensing in Multimodal Large Language Model

Boyi Li, Yifan Shen, Yuanzhe Liu, Yifan Xu, Jiateng Liu, Xinzhuo Li, Zhengyuan Li, Jingyuan Zhu, Yunhan Zhong, Fangzhou Lan, Jianguo Cao, James M. Rehg, Heng Ji, Ismini Lourentzou, Xu Cao

NeurIPS, 2026

ChildPose: Foundation for Children Pose Modeling

Jiakai Chen, Yifan Shen, Boyi Li, Chuanmiao Dong, Xu Cao

NeurIPS, 2026

ChronoVision: Temporal Reasoning via Latent State Reconstruction

Yifan Shen, Jian Xu, Boyi Li, Yuner Zhang, Tianjiao Yu, Bingxuan Li, Houze Yang, Rushi Wang, Xu Cao

EMNLP, 2026

Decoding Children's Gait Behavior

Yifan Shen, Boyi Li, Meihuan Huang, Yuanzhe Liu, Xu Cao, Jinyang Jin, Zhengyuan Li, Anglin Liu, Junho Kim, Jingyuan Zhu, Fangzhou Lan, Jianguo Cao, Jintai Chen, Ismini Lourentzou, James M. Rehg

ECCV, 2026