About Me

Hi! I’m a CS PhD student at Pennsylvania State University, advised by Prof. Lu Cheng. I received my M.S. degree in Computer Science from New York University, and B.Eng. degree in Computer Science from Tongji University. Previously, I was a Research Intern at Stony Brook University, advised by Prof. Chenyu You.

Research Interests

My research focuses on two directions:

  • World Models that learn how the world evolves to reliably predict plausible future.
  • Multi-Agent Systems, especially collaborative multi-agent systems that can decompose, plan on and solve multimodal real-world tasks.

Latest News

Selected Publications

The full list of my publications is also available on my Google Scholar profile.

* denotes equal contribution.

PosterGen Framework

PosterGen: Aesthetic-Aware Multi-Modal Paper-to-Poster Generation via Multi-Agent LLMs

Zhilin Zhang*, Xiang Zhang*, Jiaqi Wei, Yiwei Xu, Chenyu You

CVPR 2026 (Findings)

paper   /   website   /   code   /   poster    GitHub stars GitHub forks

OMniBAN Framework

Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering

Zhilin Zhang, Jie Wang, Zhanghao Qin, Ruiqi Zhu, Xiaoliang Gong

IJCNN 2025

paper

SentiXRL Framework

SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment

Jie Wang, Yichen Wang, Zhilin Zhang, Jianhao Zeng, Kaidi Wang, Zhiyang Chen

Preprint

paper

Academic Services

  • Journal Reviewer: Pattern Recognition, EAAI, IEEE Transactions on Visualization and Computer Graphics
  • Conference Reviewer: WACV 2027

Teaching

  • Teaching Assistant for CS-GY 6233 Introduction to Operating Systems (Spring & Fall 25, Spring 26)
  • Teaching Assistant for ICDS Rising Researcher Workshop (Fall 26)