Publications

@misc{song2026premisecheck,
  title = {PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews},
  author = {Dingjie Song and Zhiling Yan and Ziqian Zhang and Yuxuan Zhang and Lichao Sun},
  year = {2026},
  eprint = {2610.21046},
  archivePrefix = {arXiv},
  primaryClass = {cs.CL},
  url = {https://arxiv.org/abs/2610.21046}
}

@misc{song2026lev,
  title = {LEV: Thinking Fast and Deep with Looped Decision Models},
  author = {Dingjie Song and Zhiling Yan and Yuxuan Zhang and Lichao Sun},
  year = {2026},
  eprint = {2610.20951},
  archivePrefix = {arXiv},
  primaryClass = {cs.AI},
  url = {https://arxiv.org/abs/2610.20951}
}

@misc{2603.285892026,
  title = {Towards a Medical AI Scientist},
  author = {Hongtao Wu and Boyun Zheng and Dingjie Song and Yu Jiang and Jianfeng Gao and Lei Xing and Lichao Sun and Yixuan Yuan},
  year = {2026},
  eprint = {2603.28589},
  archivePrefix = {arXiv},
  primaryClass = {cs.AI},
  url = {https://arxiv.org/abs/2603.28589}
}

@misc{2606.067412026,
  title = {OpenSkill: Open-World Self-Evolution for LLM Agents},
  author = {Zhiling Yan and Dingjie Song and Hanrong Zhang and Wei Liang and Yuxuan Zhang and Yutong Dai and Lifang He and Philip S. Yu and Ran Xu and Xiang Li and Lichao Sun},
  year = {2026},
  eprint = {2606.06741},
  archivePrefix = {arXiv},
  primaryClass = {cs.AI},
  url = {https://arxiv.org/abs/2606.06741}
}

@misc{drclaw2026,
  title = {Dr. Claw: An AI Scientist Workspace for Vibe Research},
  author = {Dingjie Song and Hanrong Zhang and Dawei Liu and Yixin Liu and Zongxia Li and Zhengqing Yuan and Siqi Zhang and Henry Peng Zou and Zhiling Yan and Yuxuan Zhang and Yanfang Ye and Philip S. Yu and Lichao Sun},
  year = {2026},
  eprint = {2609.00365},
  archivePrefix = {arXiv},
  primaryClass = {cs.AI},
  url = {https://arxiv.org/abs/2609.00365}
}

@inproceedings{wang-etal-2025-longllava,
    title = "{L}ong{LL}a{VA}: Scaling Multi-modal {LLM}s to 1000 Images Efficiently via a Hybrid Architecture",
    author = "Wang, Xidong  and
      Song, Dingjie  and
      Chen, Shunian  and
      Chen, Junying  and
      Cai, Zhenyang  and
      Zhang, Chen  and
      Sun, Lichao  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.findings-emnlp.1168/",
    doi = "10.18653/v1/2025.findings-emnlp.1168",
    pages = "21419--21436",
    ISBN = "979-8-89176-335-7"
}

@inproceedings{song-etal-2025-text,
    title = "Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal {LLM}",
    author = "Song, Dingjie  and
      Lai, Sicheng  and
      Wang, Mingxuan  and
      Chen, Shunian  and
      Sun, Lichao  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.findings-emnlp.556/",
    doi = "10.18653/v1/2025.findings-emnlp.556",
    pages = "10527--10542",
    ISBN = "979-8-89176-335-7"
}

@inproceedings{song-etal-2025-less,
    title = "Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal {LLM}s",
    author = "Song, Dingjie  and
      Wang, Wenjun  and
      Chen, Shunian  and
      Wang, Xidong  and
      Guan, Michael X.  and
      Wang, Benyou",
    editor = "Rambow, Owen  and
      Wanner, Leo  and
      Apidianaki, Marianna  and
      Al-Khalifa, Hend  and
      Eugenio, Barbara Di  and
      Schockaert, Steven",
    booktitle = "Proceedings of the 31st International Conference on Computational Linguistics",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.coling-main.508/",
    pages = "7614--7623"
}

@inproceedings{song2024milebench,
  title = {MileBench: Benchmarking MLLMs in Long Context},
  author = {Dingjie Song and Shunian Chen and Guiming Hardy Chen and Fei Yu and Xiang Wan and Benyou Wang},
  booktitle = {First Conference on Language Modeling},
  year = {2024},
  url = {https://openreview.net/forum?id=Uhwze2LEwq}
}