@article{nonmarkovmultiroundconversationalimagege,
  title = {Non-Markov Multi-Round Conversational Image Generation with History-Conditioned MLLMs},
  author = {Haochen Zhang and Animesh Sinha and Felix Juefei-Xu and Haoyu Ma and Kunpeng Li and Zhipeng Fan and Meng Dong and Xiaoliang Dai and Tingbo Hou and Peizhao Zhang and Zecheng He},
  year = {2026},
  eprint = {2601.20911},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.20911},
}