Zihao Pan (潘子豪)

Hi, I’m Zihao Pan, a final-year undergraduate student in Software Engineering at Sun Yat-sen University. I will be joining HKUST(GZ) to pursue a PhD, advised by Prof. Zeke Xie. Currently, I’m interning with OPPO AI Center, where I focus on unified multimodal generation and comprehension. Prior to this, I had the privilege of working under the guidance of Prof. Guo-Jun Qi.

news

Jun 06, 2025	Started internship at OPPO AI Center.

selected publications

Under Review

X2Edit: A Task-Aware MoE-LoRA Framework with Representation Contrastive Learning on Comprehensive Editing Dataset

Jian Ma, Xujie Zhu, Zihao Pan, Qirong Peng, Xu Guo, Chen Chen, and 1 more author

In Under Review, 2025

Bib

@inproceedings{ma2025x2edit,
  title = {X2Edit: A Task-Aware MoE-LoRA Framework with Representation Contrastive Learning on Comprehensive Editing Dataset},
  author = {Ma, Jian and Zhu, Xujie and Pan, Zihao and Peng, Qirong and Guo, Xu and Chen, Chen and Lu, Haonan},
  year = {2025},
  booktitle = {Under Review},
}

Under Review

Training-Free Watermarking for Autoregressive Image Generation

Yu Tong, Zihao Pan, Shuai Yang, and Kaiyang Zhou

In Under Review, 2025

Bib PDF Code

@inproceedings{tong2025indexmark,
  title = {Training-Free Watermarking for Autoregressive Image Generation},
  author = {Tong, Yu and Pan, Zihao and Yang, Shuai and Zhou, Kaiyang},
  year = {2025},
  eprint = {2505.14673},
  booktitle = {Under Review},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
}

Under Review

GRE Suite: Geolocalization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains

Chun Wang, Xiaojun Ye, Xiaoran Pan, Zihao Pan, Haofan Wang, and Yiren Song

In Under Review, 2025

Bib PDF Code

@inproceedings{wang2025geo,
  title = {GRE Suite: Geolocalization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains},
  author = {Wang, Chun and Ye, Xiaojun and Pan, Xiaoran and Pan, Zihao and Wang, Haofan and Song, Yiren},
  year = {2025},
  booktitle = {Under Review},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
}

arXiv

SCA: Improve Semantic Consistent in Unrestricted Adversarial Attacks via DDPM Inversion

Zihao Pan, Lifeng Chen, Weibin Wu, Yuhang Cao, and Zibin Zheng

In arXiv preprint, 2024

Bib PDF Code

@inproceedings{pan2024sca,
  title = {SCA: Improve Semantic Consistent in Unrestricted Adversarial Attacks via DDPM Inversion},
  author = {Pan, Zihao and Chen, Lifeng and Wu, Weibin and Cao, Yuhang and Zheng, Zibin},
  year = {2024},
  eprint = {2410.02240},
  booktitle = {arXiv preprint},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
}