📝 Publications

@article{jiang2025kore,
  title={KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Augmentations and Constraints},
  author={Jiang, Kailin and Jiang, Hongbo and Jiang, Ning and Gao, Zhi and Bi, Jinhe and Ren, Yuchen and Li, Bin and Du, Yuntao and Liu, Lei and Li, Qing},
  year={2025}
}

@inproceedings{jiang2026mined,
  title={Mined: Probing and updating with multimodal time-sensitive knowledge for large multimodal models},
  author={Jiang, Kailin and Jiang, Ning and Du, Yuntao and Ren, Yuchen and Li, Yuchen and Gao, Yifan and Bi, Jinhe and Ma, Yunpu and Li, Bin and Liu, Lei and others},
  booktitle={Findings of the Association for Computational Linguistics: ACL 2026},
  pages={13766--13795},
  year={2026}
}

@article{peng2025can,
  title={Can visual input be compressed? a visual token compression benchmark for large multimodal models},
  author={Peng, Tianfan and Du, Yuntao and Ji, Pengzhou and Dong, Shijie and Jiang, Kailin and Ma, Mingchuan and Tian, Yijun and Bi, Jinhe and Li, Qian and Du, Wei and others},
  journal={arXiv preprint arXiv:2511.02650},
  year={2025}
}

@inproceedings{jiang2026large,
  title={When large multimodal models confront evolving knowledge: Challenges and explorations},
  author={Jiang, Kailin and Ding, Yukai and Ren, Yuchen and Jiang, Ning and Gao, Zhi and Zheng, Zilong and Liu, Lei and Li, Bin and Li, Qing and others},
  booktitle={International Conference on Learning Representations},
  volume={2026},
  pages={72306--72351},
  year={2026}
}

@inproceedings{jia2026benchmarking,
  title={Benchmarking multimodal knowledge conflict for large multimodal models},
  author={Jia, Yifan and Du, Yuntao and Jiang, Kailin and Liang, Yuyang and Ren, Qihan and Xin, Yi and Yang, Rui and Feng, Fenze and Chen, MingCai and Lu, Hengyang and others},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={40},
  number={27},
  pages={22283--22291},
  year={2026}
}

@article{Du2025MMKEBenchAM,
  title={MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge},
  author={Yuntao Du and Kailin Jiang and Zhi Gao and Chenrui Shi and Zilong Zheng and Siyuan Qi and Qing Li},
  journal={ArXiv},
  year={2025},
  volume={abs/2502.19870},
  url={https://api.semanticscholar.org/CorpusID:276647796}
}

@inproceedings{qi2025context,
  title={In-context editing: Learning knowledge from self-induced distributions},
  author={Qi, Siyuan and Yang, Bangcheng and Jiang, Kailin and Wang, Xiaobo and Li, Jiaqi and Zhong, Yifan and Yang, Yaodong and Zheng, Zilong},
  booktitle={International Conference on Learning Representations},
  volume={2025},
  pages={77563--77585},
  year={2025}
}