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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

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)

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)

Adaptive Hyperbolic Kernels: Modulated Embedding in de Branges-Rovnyak Spaces

Leping Si, Meimei Yang, Hui Xue, Shipeng Zhu, Pengfei Fang.

The 40th AAAI Conference on Artificial Intelligence (AAAI 2026, Oral)

PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution [ PDF ]

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

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

CosNet: A Generalized Spectral Kernel Network [ PDF ]

Yangfang Xue, Pengfei Fang, Jinyue Tian, Shipeng Zhu, Hui Xue.

The 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023)