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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)

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MCHDoc: A Comprehensive Benchmark for Reading Multi-Carrier Chinese Historical Documents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

Text-Phase Synergy Network with Dual Priors for Unsupervised Cross-Domain Image Retrieval

Jing Yang, Hui Xue, Shipeng Zhu, Pengfei Fang.

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

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)

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)

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)

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)

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)