Mobile
=======================

1. **Rico: A Mobile App Dataset for Building Data-Driven Design Applications** 2017
    *Biplab Deka, Zifeng Huang, Chad Franzen, Joshua Hibschman, Daniel Afergan, Yang Li, Jeffrey Nichols, Ranjitha Kumar*  `pdf <https://dl.acm.org/doi/pdf/10.1145/3126594.3126651>`_, 2017

2. **Mapping Natural Language Instructions to Mobile UI Action Sequences.** ACL 2020
    *Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, Jason Baldridge*  `pdf <https://arxiv.org/abs/2005.03776>`_, 2020.5

3. **AndroidEnv: A Reinforcement Learning Platform for Android.**  ViGIL at NAACL 2021
    *Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup*  `pdf <https://arxiv.org/abs/2105.13231>`_, 2021.5

4. **Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments.**  ViGIL at NAACL 2021
    *Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer*  `pdf <https://arxiv.org/abs/2104.08560>`_, 2021.4

5. **META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI.** Arxiv
    *Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu*  `pdf <https://arxiv.org/abs/2205.11029>`_, 2022.5

6. **Enabling Conversational Interaction with Mobile UI using Large Language Models.** CHI 2023
    *Bryan Wang, Gang Li, Yang Li*  `pdf <https://arxiv.org/abs/2209.08655>`_, 2022.9

7. **UGIF: UI Grounded Instruction Following.** Arxiv
    *Sagar Gubbi Venkatesh, Partha Talukdar, Srini Narayanan*  `pdf <https://arxiv.org/abs/2211.07615>`_, 2022.11

8. **From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.** Arxiv
    *Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova*  `pdf <https://arxiv.org/abs/2306.00245>`_, 2023.6

9. **Empowering LLM to use Smartphone for Intelligent Task Automation** Arxiv
     *Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu*  `pdf <https://arxiv.org/abs/2308.15272>`_, 2023.8

10. **Empowering LLM to use Smartphone for Intelligent Task Automation** Arxiv
    *Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu*  `pdf <https://arxiv.org/abs/2308.15272>`_, 2023.8

11. **Android in the Wild: A Large-Scale Dataset for Android Device Control** Arxiv
     *Christopher Rawles, Alice Li, Daniel Rodriguez, Oriana Riva, Timothy Lillicrap*  `pdf <https://arxiv.org/abs/2307.10088>`_, 2023.7

12. **You Only Look at Screens: Multimodal Chain-of-Action Agents** Arxiv
    *Zhuosheng Zhang, Aston Zhang*  `pdf <https://arxiv.org/abs/2309.11436>`_, 2023.9

13. **DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning** Arxiv
    *Hao Bai, Yifei Zhou, Mert Cemri, Jiayi Pan, Alane Suhr, Sergey Levine, Aviral Kumar* `pdf <http://arxiv.org/abs/2406.11896>`_, 2024.6