Publications

Research in model merging, large language models, and computer vision.

2026

  1. Figure from Evolutionary Negative Module Pruning for Better LoRA Merging

    ACL · 2026

    Evolutionary Negative Module Pruning for Better LoRA Merging

    Anda Cao, Zhuo Gou, Yi Wang, Kaixuan Chen, Yu Wang, Can Wang, Mingli Song, Jie Song

    arXiv
    BibTeX 
    @inproceedings{cao2026evolutionary,
  preview = {enmp-framework.png},
  arxiv = {2604.17753},
  abbr = {ACL},
  bibtex_show = {true},
  title = {Evolutionary Negative Module Pruning for Better {LoRA} Merging},
  author = {Cao, Anda and Gou, Zhuo and Wang, Yi and Chen, Kaixuan and Wang, Yu and Wang, Can and Song, Mingli and Song, Jie},
  booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL)},
  year = {2026},
  selected = {true}
}
  2. Figure from Rethinking Token Reduction for Large Vision-Language Models

    CVPR · 2026

    Rethinking Token Reduction for Large Vision-Language Models

    Yi Wang, Haofei Zhang, Qihan Huang, Anda Cao, Gongfan Fang, Wei Wang, Xuan Jin, Jie Song, Mingli Song, Xinchao Wang

    arXiv
    BibTeX 
    @inproceedings{wang2026rethinking,
  preview = {metacompress-framework.png},
  arxiv = {2603.21701},
  abbr = {CVPR},
  bibtex_show = {true},
  title = {Rethinking Token Reduction for Large Vision-Language Models},
  author = {Wang, Yi and Zhang, Haofei and Huang, Qihan and Cao, Anda and Fang, Gongfan and Wang, Wei and Jin, Xuan and Song, Jie and Song, Mingli and Wang, Xinchao},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026}
}

2025

  1. Figure from Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models

    NAACL · 2025

    Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models

    Jiachen Ma, Yijiang Li, Zhiqing Xiao, Anda Cao, Jie Zhang, Chao Ye, Junbo Zhao

    Paper arXiv
    BibTeX 
    @inproceedings{ma2025jailbreaking,
  preview = {jpa-method.png},
  arxiv = {2404.02928},
  abbr = {NAACL},
  bibtex_show = {true},
  title = {Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models},
  author = {Ma, Jiachen and Li, Yijiang and Xiao, Zhiqing and Cao, Anda and Zhang, Jie and Ye, Chao and Zhao, Junbo},
  booktitle = {Findings of the Association for Computational Linguistics: NAACL 2025},
  year = {2025},
  pages = {3141--3157},
  doi = {10.18653/v1/2025.findings-naacl.172},
  url = {https://aclanthology.org/2025.findings-naacl.172/},
  selected = {true}
}
  2. ICIC 2025

    ICIC · 2025

    Unleashing the Potential of SAM for Change Detection: A Two-Stage Approach for Enhanced Remote Sensing Analysis

    Enkai Zhang, Jingjing Liu, Anda Cao, Zhen Sun, Huiqiong Wang, Li Sun, Mingli Song

    BibTeX 
    @inproceedings{zhang2025unleashing,
  abbr = {ICIC},
  bibtex_show = {true},
  title = {Unleashing the Potential of {SAM} for Change Detection: A Two-Stage Approach for Enhanced Remote Sensing Analysis},
  author = {Zhang, Enkai and Liu, Jingjing and Cao, Anda and Sun, Zhen and Wang, Huiqiong and Sun, Li and Song, Mingli},
  booktitle = {International Conference on Intelligent Computing (ICIC)},
  year = {2025},
  pages = {37--47}
}

2024

  1. Figure from RS-SAM: Integrating Multi-Scale Information for Enhanced Remote Sensing Image Segmentation

    ACCV · 2024

    RS-SAM: Integrating Multi-Scale Information for Enhanced Remote Sensing Image Segmentation

    Enkai Zhang, Jingjing Liu, Anda Cao, Zhen Sun, Haofei Zhang, Huiqiong Wang, Li Sun, Mingli Song

    Paper
    BibTeX 
    @inproceedings{zhang2024rssam,
  preview = {rssam-framework.png},
  abbr = {ACCV},
  bibtex_show = {true},
  title = {RS-SAM: Integrating Multi-Scale Information for Enhanced Remote Sensing Image Segmentation},
  author = {Zhang, Enkai and Liu, Jingjing and Cao, Anda and Sun, Zhen and Zhang, Haofei and Wang, Huiqiong and Sun, Li and Song, Mingli},
  booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV)},
  year = {2024},
  pages = {994--1010},
  url = {https://openaccess.thecvf.com/content/ACCV2024/html/Zhang_RS-SAM_Integrating_Multi-Scale_Information_for_Enhanced_Remote_Sensing_Image_Segmentation_ACCV_2024_paper.html}
}
  2. Figure from Vision Mamba Mender

    NeurIPS · 2024

    Vision Mamba Mender

    Jiacong Hu, Anda Cao, Zunlei Feng, Shengxuming Zhang, Yi Wang, Lingxiang Jia, Mingli Song

    Paper
    BibTeX 
    @inproceedings{hu2024visionmamba,
  preview = {mamba-comparison.png},
  abbr = {NeurIPS},
  bibtex_show = {true},
  title = {Vision Mamba Mender},
  author = {Hu, Jiacong and Cao, Anda and Feng, Zunlei and Zhang, Shengxuming and Wang, Yi and Jia, Lingxiang and Song, Mingli},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  volume = {37},
  doi = {10.52202/079017-1645},
  url = {https://proceedings.neurips.cc/paper_files/paper/2024/hash/5ce377d14a21ef1fea0400049ad324b4-Abstract-Conference.html},
  selected = {true}
}