Yiran Qiao

Publications

1. AdvSplat: Adversarial Attacks on Feed-Forward Gaussian Splatting Models.

   Yiran Qiao, Yiren Lu, Yunlai Zhou, Ruize Yang, Lufan Hou, Yu Yin and Jing Ma.

   In arXiv preprint arXiv:2603.23686, 2026.

   
   bibtex cite

   @article{qiao2026advsplat,
     title = {AdvSplat: Adversarial Attacks on Feed-Forward Gaussian Splatting Models},
     author = {Qiao, Yiran and Lu, Yiren and Zhou, Yunlai and Yang, Ruize and Hou, Lufan and Yin, Yu and Ma, Jing},
     journal = {arXiv preprint arXiv:2603.23686},
     year = {2026},
     status = {preprint},
     pdf = {https://arxiv.org/pdf/2603.23686.pdf}
   }
   

2. DefenseSplat: Enhancing the Robustness of 3D Gaussian Splatting via Frequency-Aware Filtering.

   Yiran Qiao, Yiren Lu, Yunlai Zhou, Ruize Yang, Lufan Hou, Yu Yin and Jing Ma.

   In arXiv preprint arXiv:2602.19323, 2026.

   
   bibtex cite

   @article{qiao2026defensesplat,
     title = {DefenseSplat: Enhancing the Robustness of 3D Gaussian Splatting via Frequency-Aware Filtering},
     author = {Qiao, Yiran and Lu, Yiren and Zhou, Yunlai and Yang, Ruize and Hou, Lufan and Yin, Yu and Ma, Jing},
     journal = {arXiv preprint arXiv:2602.19323},
     year = {2026},
     status = {preprint},
     pdf = {https://arxiv.org/pdf/2602.19323}
   }
   

3. When ’YES’ Meets ’BUT’: Can AI Comprehend Contradictory Humor in Comics?

   Tuo Liang, Zhe Hu, Jing Li, Hao Zhang, Yiren Lu, Yunlai Zhou, Yiran Qiao, Disheng Liu, Jierui Peng, Jing Ma and Yu Yin.

   In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026.

   (Impact Factor: 20.4)

   
   bibtex cite

   @article{liang2026yesbut,
     title = {When 'YES' Meets 'BUT': Can AI Comprehend Contradictory Humor in Comics?},
     author = {Liang, Tuo and Hu, Zhe and Li, Jing and Zhang, Hao and Lu, Yiren and Zhou, Yunlai and Qiao, Yiran and Liu, Disheng and Peng, Jierui and Ma, Jing and Yin, Yu},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
     year = {2026},
     doi = {10.1109/TPAMI.2026.3688191},
     note = {Impact Factor: 20.4},
     status = {accepted},
     pdf = {https://arxiv.org/pdf/2503.23137.pdf},
     website = {/projects/yesbut-v2/},
     data = {https://huggingface.co/datasets/zhehuderek/YESBUT_Benchmark}
   }
   

4. Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian Splatting.

   Yiren Lu, Yunlai Zhou, Yiran Qiao, Chaoda Song, Tuo Liang, Jing Ma, Huan Wang and Yu Yin.

   In Advances in Neural Information Processing Systems (NeurIPS), 2025.

   
   bibtex cite

   @article{lu2025segment,
     title = {Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian Splatting},
     author = {Lu, Yiren and Zhou, Yunlai and Qiao, Yiran and Song, Chaoda and Liang, Tuo and Ma, Jing and Wang, Huan and Yin, Yu},
     journal = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2025},
     status = {accepted},
     pdf = {https://arxiv.org/pdf/2503.22204v2},
     website = {https://yiren-lu.com/project_pages/Segment-then-Splat/},
     code = {https://github.com/luyr/Segment-then-Splat}
   }
   

5. Certified Causal Defense with Generalizable Robustness.

   Yiran Qiao, Yu Yin, Chen Chen and Jing Ma.

   In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 39, no. 19, 2025.

   
   bibtex cite

   @inproceedings{qiao2025certified,
     title = {Certified Causal Defense with Generalizable Robustness},
     author = {Qiao, Yiran and Yin, Yu and Chen, Chen and Ma, Jing},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
     volume = {39},
     number = {19},
     year = {2025},
     status = {accepted},
     pdf = {https://arxiv.org/pdf/2408.15451}
   }
   

6. Counterfactual Visual Explanation via Causally-Guided Adversarial Steering.

   Yiran Qiao, Disheng Liu, Yiren Lu, Yu Yin, Mengnan Du and Jing Ma.

   In arXiv preprint arXiv:2507.09881, 2025.

   
   bibtex cite

   @article{qiao2025counterfactual,
     title = {Counterfactual Visual Explanation via Causally-Guided Adversarial Steering},
     author = {Qiao, Yiran and Liu, Disheng and Lu, Yiren and Yin, Yu and Du, Mengnan and Ma, Jing},
     journal = {arXiv preprint arXiv:2507.09881},
     year = {2025},
     status = {preprint},
     pdf = {https://arxiv.org/pdf/2507.09881.pdf}
   }
   

7. Causal3D: A Comprehensive Benchmark for Causal Learning from Visual Data.

   Disheng Liu, Yiran Qiao, Wuche Liu, Yiren Lu, Yunlai Zhou, Tuo Liang, Yu Yin and Jing Ma.

   In arXiv preprint arXiv:2503.04852, 2025.

   
   bibtex cite

   @article{liu2025causal3d,
     title = {Causal3D: A Comprehensive Benchmark for Causal Learning from Visual Data},
     author = {Liu, Disheng and Qiao, Yiran and Liu, Wuche and Lu, Yiren and Zhou, Yunlai and Liang, Tuo and Yin, Yu and Ma, Jing},
     journal = {arXiv preprint arXiv:2503.04852},
     year = {2025},
     status = {preprint},
     pdf = {https://arxiv.org/pdf/2503.04852.pdf},
     data = {https://huggingface.co/datasets/LLDDSS/Causal3D_Dataset}
   }
   

8. Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions.

   Zhe Hu, Tuo Liang, Jing Li, Yiren Lu, Yunlai Zhou, Yiran Qiao, Jing Ma and Yu Yin.

   In Advances in Neural Information Processing Systems (NeurIPS), vol. 37, pp. 47166–47188, 2024.

   (Oral)

   
   bibtex cite

   @article{hu2024cracking,
     title = {Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions},
     author = {Hu, Zhe and Liang, Tuo and Li, Jing and Lu, Yiren and Zhou, Yunlai and Qiao, Yiran and Ma, Jing and Yin, Yu},
     journal = {Advances in Neural Information Processing Systems (NeurIPS)},
     volume = {37},
     pages = {47166--47188},
     year = {2024},
     status = {accepted},
     note = {Oral},
     pdf = {https://openreview.net/pdf?id=bCMpdaQCNW},
     website = {https://vulab-ai.github.io/YESBUT_Homepage/},
     data = {https://huggingface.co/datasets/zhehuderek/YESBUT_Benchmark},
     code = {https://github.com/Derekkk/VIVA_EMNLP24}
   }