Qianli Ma

@misc{omnipresent2026,
  title = {{OmniPresent: Generating Coherent Presentation Suites from Scientific Papers}},
  author = {Ma, Qianli and Xiao, Jipeng and Wang, Siyu and Tian, Zhiheng and Feng, Wangyu and Wang, Shibo and Guo, Chang and Chang, Shuochen and Liu, Qingyang and Zhang, Zhipeng},
  year = {2026},
  eprint = {2607.02590},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.02590}
}

@misc{eps2026,
  title = {{Not All Prompts Are Equal: Exploration-Guided Prompt Scaffolding for Multimodal Reinforcement Post-Training}},
  author = {Yue, Yuanhao and Ma, Qianli and Wang, Chengyu and Wang, Haoting and Shen, Lei and Huang, Jun},
  year = {2026},
  eprint = {2609.15051},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.15051},
  note = {Accepted at EMNLP 2026 (main conference)}
}

@misc{robofollow2026,
  title = {{RoboFollow: Unveiling the Instruction Following Mirage in Embodied Agents}},
  author = {Guo, Chang and Xie, Yukun and Tan, Bohan and Chang, Zheng and Yin, Zhaokai and Ma, Qianli and Wang, Yingqiao and Liang, Chao and Zhang, Zhipeng},
  year = {2026},
  eprint = {2609.25636},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.25636},
  note = {Accepted at CoRL 2026}
}

@misc{dlr2026,
  title = {{Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression}},
  author = {Chang, Shuochen and Liu, Qingyang and Wang, Shaobo and Gao, Bingjie and Ma, Qianli and Zhao, Haonan and Miao, Yibo and Sun, Yulin and Peng, Zelin and Li, Jiangtong and Niu, Li},
  year = {2026},
  eprint = {2606.29712},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.29712}
}

@misc{ctrls2026,
  title = {{Reliable Reasoning in SVG-LLMs via Multi-Task Multi-Reward Reinforcement Learning}},
  author = {Wang, Haomin and Wei, Qi and Ma, Qianli and Ding, Shengyuan and Yin, Jinhui and Chen, Kai and Zhang, Hongjie},
  year = {2026},
  eprint = {2603.16189},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.16189},
  note = {Accepted at ECCV 2026}
}

@inproceedings{chang-etal-2026-unlocking,
    title = "Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention",
    author = "Chang, Shuochen  and
      Bai, Tong  and
      Zhang, Xiaofeng  and
      Ma, Qianli  and
      Liu, Qingyang  and
      Liao, Zhaohe  and
      Miao, Yibo  and
      Niu, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.acl-long.1568/",
    doi = "10.18653/v1/2026.acl-long.1568",
    pages = "34019--34032",
    ISBN = "979-8-89176-390-6"
}

@InProceedings{Ma_2026_CVPR,
    author    = {Ma, Yue and Wang, Xinyu and Ma, Qianli and Wang, Qinghe and Zheng, Mingzhe and Yang, Xiangpeng and Li, Hao and Zhao, Chongbo and Ying, Jixuan and Yang, Harry and Liu, Hongyu and Chen, Qifeng},
    title     = {Group Editing: Edit Multiple Images in One Go},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2026},
    pages     = {43418-43428}
}

@misc{vbvr2026,
  title = {{A Very Big Video Reasoning Suite}},
  author = {Wang, Maijunxian and Wang, Ruisi and Lin, Juyi and Ji, Ran and Wiedemer, Thaddäus and Gao, Qingying and Luo, Dezhi and Qian, Yaoyao and Huang, Lianyu and Hong, Zelong and Ge, Jiahui and Ma, Qianli and He, Hang and Zhou, Yifan and Guo, Lingzi and Mei, Lantao and Li, Jiachen and Xing, Hanwen and Zhao, Tianqi and Yu, Fengyuan and Xiao, Weihang and Jiao, Yizheng and Hou, Jianheng and Zhang, Danyang and Xu, Pengcheng and Zhong, Boyang and Zhao, Zehong and Fang, Gaoyun and Kitaoka, John and Xu, Yile and Xu, Hua and Blacutt, Kenton and Nguyen, Tin and Song, Siyuan and Sun, Haoran and Wen, Shaoyue and He, Linyang and Wang, Runming and Wang, Yanzhi and Yang, Mengyue and Ma, Ziqiao and Millière, Raphaël and Shi, Freda and Vasconcelos, Nuno and Khashabi, Daniel and Yuille, Alan and Du, Yilun and Liu, Ziming and Li, Bo and Lin, Dahua and Liu, Ziwei and Kumar, Vikash and Li, Yijiang and Yang, Lei and Cai, Zhongang and Deng, Hokin},
  year = {2026},
  eprint = {2602.20159},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.20159},
  note = {Accepted at ICML 2026}
}

@inproceedings{ma2026paper2rebuttal,
  title={Paper2rebuttal: A multi-agent framework for transparent author response assistance},
  author={Ma, Qianli and Guo, Chang and Tian, Zhiheng and Wang, Siyu and Xiao, Jipeng and Yue, Yuanhao and Zhang, Zhipeng},
  booktitle={Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  pages={46134--46166},
  year={2026}
}

@inproceedings{ma2026human,
  title={Human-Agent Collaborative Paper-to-Page Crafting},
  author={Ma, Qianli and Wang, Siyu and Yilin, Chen and Tang, Yinhao and Yang, Yixiang and Guo, Chang and Gao, Bingjie and Xing, Zhening and Sun, Yanan and Zhang, Zhipeng},
  booktitle={Findings of the Association for Computational Linguistics: ACL 2026},
  pages={39963--39999},
  year={2026}
}

@misc{circuitseer2025,
  title = {{CircuitSeer: Mining High-Quality Data by Probing Mathematical Reasoning Circuits in LLMs}},
  author = {Wang, Shaobo and Miao, Yongliang and Liu, Yuancheng and Ma, Qianli and Liao, Ning and Zhang, Linfeng},
  year = {2025},
  eprint = {2510.18470},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.18470}
}

@InProceedings{Ma_2025_CVPR,
    author    = {Ma, Qianli and Ning, Xuefei and Liu, Dongrui and Niu, Li and Zhang, Linfeng},
    title     = {Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning},
    booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
    month     = {June},
    year      = {2025},
    pages     = {23281-23291}
}

@InProceedings{Lan_2025_CVPR,
    author    = {Lan, Guanzhou and Ma, Qianli and Yang, Yuqi and Wang, Zhigang and Wang, Dong and Li, Xuelong and Zhao, Bin},
    title     = {Efficient Diffusion as Low Light Enhancer},
    booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
    month     = {June},
    year      = {2025},
    pages     = {21277-21286}
}

@inproceedings{ma2025led,
  title={Led-merging: Mitigating safety-utility conflicts in model merging with location-election-disjoint},
  author={Ma, Qianli and Liu, Dongrui and Chen, Qian and Zhang, Linfeng and Shao, Jing},
  booktitle={Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  pages={21749--21767},
  year={2025}
}

 @article{huang2024vbench++,
     title={{VBench++}: Comprehensive and Versatile Benchmark Suite for Video Generative Models},
     author={Huang, Ziqi and Zhang, Fan and Xu, Xiaojie and He, Yinan and Yu, Jiashuo and Dong, Ziyue and Ma, Qianli and Chanpaisit, Nattapol and Si, Chenyang and Jiang, Yuming and Wang, Yaohui and Chen, Xinyuan and Chen, Ying-Cong and Wang, Limin and Lin, Dahua and Qiao, Yu and Liu, Ziwei},
     journal={arXiv preprint arXiv:2411.13503},
     year={2024}
 }

@article{zhang2024token,
  title={Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free},
  author={Zhang, Evelyn and Xiao, Bang and Tang, Jiayi and Ma, Qianli and Zou, Chang and Ning, Xuefei and Hu, Xuming and Zhang, Linfeng},
  journal={arXiv preprint arXiv:2501.00375},
  year={2024}
}

@article{gao2025rapopp,
  title   = {RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling},
  author  = {Gao, Bingjie and Ma, Qianli and Wu, Xiaoxue and Yang, Shuai and Lan, Guanzhou and Zhao, Haonan and Chen, Jiaxuan and Liu, Qingyang and Qiao, Yu and Chen, Xinyuan and Wang, Yaohui and Niu, Li},
  journal = {arXiv preprint arXiv:2510.20206},
  year    = {2025}
}

@article{yang2025survey,
  title={Survey of General End-to-End Autonomous Driving: A Unified Perspective},
  author={Yang, Yixiang and Han, Chuanrong and Mao, Runhao and others},
  journal={TechRxiv},
  year={2025},
  month={December},
  doi={10.36227/techrxiv.176523315.56439138/v1},
  url={https://doi.org/10.36227/techrxiv.176523315.56439138/v1}
}