Yuelin Zhang

I am currently a second year PhD student at Gaoling School of Artificial Intelligence, Renmin University, advised by Prof. Wenbing Huang

Prior to that, I obtained CS bachelor degree at Shenyuan Honors College, Beihang University.

Email  /  Google Scholar  /  Github  

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Research

My current research focuses on multimodal large language models, with a particular emphasis on improving their perceptual and spatial reasoning capabilities.

I am also interested in developing efficient online video models and enhancing the applicability of vision-language models in real-world scenarios.

Previously, my research centered on geometric graph neural networks, especially for simulating complex physical systems.

Representative papers are highlighted.

Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task Progress
Yuelin Zhang*, Sijie Cheng*, Chen Li, Zongzhao Li, Yuxin Huang, Yang Liu, Wenbing Huang
CVPR 2026

Fast and Distributed Equivariant Graph Neural Networks by Virtual Nodes Learning
Yuelin Zhang*, Jiacheng Cen*, Jiaqi Han, Wenbing Huang
TPAMI 2026

paper  /  code

Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning
Yuelin Zhang*, Jiacheng Cen*, Jiaqi Han*, Zhiqiang Zhang, Jun Zhou, Wenbing Huang
ICML 2024

paper  /  code  /  poster

Last updated: April 26, 2026

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