Zihao Pan

About简介

I obtained my Bachelor's degree from Sun Yat-sen University in 2026, where I was advised by Prof. Sibei Yang.

我于 2026 年在中山大学获得学士学位，导师是杨思蓓教授。

My research interests mainly revolve around generative modeling and representation learning. I am always open to research discussions and collaborations.

我的研究兴趣主要集中在生成建模和表征学习。欢迎交流与合作。

News动态

2026.09
PAE and CDM were accepted to NeurIPS 2026.

PAE 和 CDM 被 NeurIPS 2026 接收。
2025.12
Started my internship at Alibaba.

开始在阿里巴巴实习。
2025.11
One paper was accepted to AAAI 2026.

一篇论文被 AAAI 2026 接收。

Selected Publications代表论文

Learning Representations to Guide Pixel Diffusion Transformers

Zihao Pan, Mengting Chen, Cheng Shi, Taihang Hu, Zhengrong Yue, Zikang Wang, Yuan Wang, Wei Li, Sibei Yang

Preprint 2026

Paper论文 Code代码 Project项目

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion

Zhengrong Yue, Taihang Hu, Mengting Chen, Haiyu Zhang, Zihao Pan, Tao Liu, Zikang Wang, Jinsong Lan, Xiaoyong Zhu, Bo Zheng, Yali Wang

NeurIPS 2026

Paper论文 Code代码 Model模型 Project项目

Continuous-Time Distribution Matching teaser

Continuous-Time Distribution Matching for Few-Step Diffusion Distillation

Tao Liu, Hao Yan, Mengting Chen, Taihang Hu, Zhengrong Yue, Zihao Pan, Jinsong Lan, Xiaoyong Zhu, Ming-Ming Cheng, Bo Zheng, Yaxing Wang

NeurIPS 2026

Paper论文 Code代码 Model模型 Project项目

X2Edit: Revisiting Arbitrary-Instruction Image Editing through Self-Constructed Data and Task-Aware Representation Learning

Jian Ma, Xujie Zhu, Zihao Pan, Qirong Peng, Xu Guo, Chen Chen, Haonan Lu

AAAI 2026

Paper论文 Data数据 Code代码 Model模型

Education教育

Sun Yat-sen University 中山大学

Bachelor's degree · Advisor: Prof. Sibei Yang

学士 · 导师：杨思蓓教授

2026

Experience经历

Alibaba阿里巴巴

Taobao & Tmall Group · Research

淘天集团 · 研究

Video world models and Pixel-space diffusion models

视频世界模型和像素空间扩散模型

2025.12 – present至今
Meituan美团

LongCat Team · Research

LongCat 团队 · 研究

Unified multimodal understanding and generation.

统一多模态理解与生成。

2025.09 – 2025.12