LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang

Yuqing Zhang, Hangqi Li, Shengyu Zhang, Runzhong Wang, Baoyi He +4 more
2/14/2026

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@article{zhang2026llmcomr,
  title  = {LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang},
  author = {Yuqing Zhang and Hangqi Li and Shengyu Zhang and Runzhong Wang and Baoyi He and Huaiyong Dou and Junchi Yan and Yongquan Zhang and Fei Wu},
  year   = {2026},
  doi    = {10.1007/978-3-031-73226-3_15},
  url    = {https://doi.org/10.1007/978-3-031-73226-3_15},
  journal = {ECCV 2024 2024}
}

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