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Shipeng Zhu (朱士鹏)

I am an Assistant Researcher (至善博后), at PALM Lab, School of Computer Science and Engineering, Southeast University. I received the Ph.D. degree from Southeast University, China, in 2025, advised by Prof. Hui Xue.

My research interests mainly include computer vision and multi-modal learning. I'm currently working on text image processing & analysis.

Selected Publications († denotes equal contribution)

Full Publications

EpiAgent: An Agent-Centric System for Ancient Inscription Restoration

Shipeng Zhu, Ang Chen, Na Nie, Pengfei Fang, Min-Ling Zhang, Hui Xue.

The 43rd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)

MCHDoc: A Comprehensive Benchmark for Reading Multi-Carrier Chinese Historical Documents

Yijun Sheng†, Shipeng Zhu†, Ruijia Zuo, Na Nie, Hui Xue.

The 43rd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Improving Scene Text Retrieval via Stylized Middle Modality [PDF]

Shipeng Zhu, Jun Fang, Pengfei Fang, Hui Xue.

ACM Transactions on Multimedia Computing, Communications, and Application (ACM ToMM 2024)

Reproducing the Past: A Dataset for Benchmarking Inscription Restoration [PDF]

Shipeng Zhu, Hui Xue, Na Nie, Chenjie Zhu, Haiyue Liu, Pengfei Fang.

The 32nd ACM International Conference on Multimedia (ACM MM 2024) Best Paper Nomination

Text Image Inpainting via Global Structure-Guided Diffusion Models [PDF]

Shipeng Zhu, Pengfei Fang, Chenjie Zhu, Zuoyan Zhao, Qiang Xu, Hui Xue.

The 38th AAAI Conference on Artificial Intelligence (AAAI 2024)

Improving Scene Text Image Super-resolution via Dual Prior Modulation Network [PDF]

Shipeng Zhu, Zuoyan Zhao, Pengfei Fang, Hui Xue.

The 37th AAAI Conference on Artificial Intelligence (AAAI 2023)