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  

profile photo
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
Internship
Rayneo.AI, Remote Intern (May. 2025 ~ March. 2026)
Mentor: Sijie Cheng
Multimodal Large Language Models, Egocentric Video Understanding
Alibaba Taobao and Tmall, Content Understanding Group, Research Intern (Aug. 2026 ~ Present)
Multimodal Large Language Models, Agent

Last updated: August 15, 2026

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