@article{dartgui2025,
  title = {Fully Decoupled Reinforcement Learning with Adaptive Data Curation for GUI Agents},
  author = {Li, Pengxiang and Hu, Zechen and Shang, Zirui and Wu, Jingrong and Liu, Yang and Liu, Hui and Gao, Zhi and Shi, Chenrui and Zhang, Bofei and Zhang, Zihao and Shi, Xiaochuan and Yu, Zedong and Wu, Yuwei and Wu, Xinxiao and Jia, Yunde and Xiang, Liuyu and He, Zhaofeng and Li, Qing},
  journal = {Annual Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year = {2026},
}

@article{zhang2025cof,
  title = {Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL},
  author = {Zhang, Xintong and Gao, Zhi and Zhang, Bofei and Li, Pengxiang and Zhang, Xiaowen and Liu, Yang and Yuan, Tao and Wu, Yuwei and Jia, Yunde and Zhu, Song-Chun and Li, Qing},
  equalauthor = {Zhang, Xintong and Gao, Zhi},
  journal = {Preprint},
  year = {2025},
}

@article{li2025sport,
  title = {Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning},
  author = {Li, Pengxiang and Gao, Zhi and Zhang, Bofei and Mi, Yapeng and Ma, Xiaojian and Shi, Chenrui and Yuan, Tao and Wu, Yuwei and Jia, Yunde and Zhu, Song-Chun and Li, Qing},
  equalauthor = {Li, Pengxiang and Gao, Zhi},
  journal = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
}

@article{zhang2025tongui,
  title = {TongUI: Building Generalized GUI Agents by Learning from Multimodal Web Tutorials},
  author = {Zhang, Bofei and Shang, Zirui and Gao, Zhi and Zhang, Wang and Xie, Rui and Ma, Xiaojian and Yuan, Tao and Wu, Xinxiao and Zhu, Song-Chun and Li, Qing},
  equalauthor = {Zhang, Bofei and Shang, Zirui and Gao, Zhi},
  journal = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
}

@article{mat,
  title = {Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage},
  author = {Gao, Zhi and Zhang, Bofei and Li, Pengxiang and Ma, Xiaojian and Yuan, Tao and Fan, Yue and Wu, Yuwei and Jia, Yunde and Zhu, Song-Chun and Li, Qing},
  equalauthor = {Gao, Zhi and Zhang, Bofei and Li, Pengxiang},
  correspondence = {Li, Qing},
  year = {2025},
  journal = {International Conference on Learning Representations (ICLR)},
}

@article{2024fire,
  title = {FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models},
  author = {Li, Pengxiang and Gao, Zhi and Zhang, Bofei and Yuan, Tao and Wu, Yuwei and Harandi, Mehrtash and Jia, Yunde and Zhu, Song-Chun and Li, Qing},
  journal = {Neural Information Processing Systems: Datasets and Benchmarks (NeurIPS D&B)},
  year = {2024},
  equalauthor = {Li, Pengxiang and Gao, Zhi and Zhang, Bofei},
  correspondence = {Wu, Yuwei and Li, Qing},
}