% AwesomeCUA: {"catalog_id": "arxiv:2307.13854", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2307.13854"}}
@misc{arxiv_2307_13854,
  title = {{WebArena: A Realistic Web Environment for Building Autonomous Agents}},
  author = {{Shuyan Zhou} and {Frank F. Xu} and {Hao Zhu} and {Xuhui Zhou} and {Robert Lo} and {Abishek Sridhar} and {Xianyi Cheng} and {Tianyue Ou} and {Yonatan Bisk} and {Daniel Fried} and {Uri Alon} and {Graham Neubig}},
  year = {2023},
  eprint = {2307.13854v4},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2307.13854v4},
  note = {First published: 2023-07-25; Recorded arXiv version: v4; Recorded version updated: 2024-04-16T15:13:18Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2311.18751", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2311.18751"}}
@misc{arxiv_2311_18751,
  title = {{Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web}},
  author = {{Hiroki Furuta} and {Yutaka Matsuo} and {Aleksandra Faust} and {Izzeddin Gur}},
  year = {2023},
  eprint = {2311.18751v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2311.18751v3},
  note = {First published: 2023-11-30; Recorded arXiv version: v3; Recorded version updated: 2024-12-31T04:24:16Z.}
}

% AwesomeCUA: {"canonical_source_url": "https://arxiv.org/abs/2404.09992", "catalog_id": "arxiv:2404.09992", "catalog_review_status": "curated", "catalog_scope": "core", "citation_edition": "record", "identifiers": {"arxiv": "2404.09992"}, "publication": {"authors": ["Shulin Tian", "Ziniu Zhang", "Liang-Yu Chen", "Ziwei Liu"], "date_basis": "Explicit publisher citation_publication_date: 2025/7. Preserve supplied precision; do not substitute conference event dates.", "date_parts": [2025, 7], "doi": "10.18653/v1/2025.findings-acl.703", "event_dates": null, "evidence_urls": ["https://aclanthology.org/2025.findings-acl.703/"], "identity_basis": "Same work: normalized title, ordered author correspondence and the specific contribution in the complete publisher abstract were reviewed against the retained arXiv identity.", "issue": null, "notes": "Publisher proceedings edition; retained separately from the arXiv snapshot.", "pages": "13682-13697", "pdf_url": "https://aclanthology.org/2025.findings-acl.703.pdf", "publisher": "Association for Computational Linguistics", "series": null, "title": "MMInA: Benchmarking Multihop Multimodal Internet Agents", "type": "conference-paper", "url": "https://aclanthology.org/2025.findings-acl.703/", "venue": "Findings of the Association for Computational Linguistics: ACL 2025", "volume": null}}
@misc{arxiv_2404_09992,
  title = {{MMInA: Benchmarking Multihop Multimodal Internet Agents}},
  author = {{Shulin Tian} and {Ziniu Zhang} and {Liangyu Chen} and {Ziwei Liu}},
  year = {2024},
  eprint = {2404.09992v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2404.09992v2},
  note = {First published: 2024-04-15; Recorded arXiv version: v2; Recorded version updated: 2025-06-29T05:24:54Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2407.19056", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2407.19056"}}
@misc{arxiv_2407_19056,
  title = {{OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation}},
  author = {{Zilong Wang} and {Yuedong Cui} and {Li Zhong} and {Zimin Zhang} and {Da Yin} and {Bill Yuchen Lin} and {Jingbo Shang}},
  year = {2024},
  eprint = {2407.19056v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2407.19056v1},
  note = {First published: 2024-07-26; Recorded arXiv version: v1; Recorded version updated: 2024-07-26T19:27:17Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2408.15978", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2408.15978"}}
@misc{arxiv_2408_15978,
  title = {{WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration}},
  author = {{Yao Zhang} and {Zijian Ma} and {Yunpu Ma} and {Zhen Han} and {Yu Wu} and {Volker Tresp}},
  year = {2024},
  eprint = {2408.15978v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2408.15978v1},
  note = {First published: 2024-08-28; Recorded arXiv version: v1; Recorded version updated: 2024-08-28T17:49:29Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2412.14161", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2412.14161"}}
@misc{arxiv_2412_14161,
  title = {{TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks}},
  author = {{Frank F. Xu} and {Yufan Song} and {Boxuan Li} and {Yuxuan Tang} and {Kritanjali Jain} and {Mengxue Bao} and {Zora Z. Wang} and {Xuhui Zhou} and {Zhitong Guo} and {Murong Cao} and {Mingyang Yang} and {Hao Yang Lu} and {Amaad Martin} and {Zhe Su} and {Leander Maben} and {Raj Mehta} and {Wayne Chi} and {Lawrence Jang} and {Yiqing Xie} and {Shuyan Zhou} and {Graham Neubig}},
  year = {2024},
  eprint = {2412.14161v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2412.14161v3},
  note = {First published: 2024-12-18; Recorded arXiv version: v3; Recorded version updated: 2025-09-10T08:35:19Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2501.11733", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2501.11733"}}
@misc{arxiv_2501_11733,
  title = {{Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks}},
  author = {{Zhenhailong Wang} and {Haiyang Xu} and {Junyang Wang} and {Xi Zhang} and {Ming Yan} and {Ji Zhang} and {Fei Huang} and {Heng Ji}},
  year = {2025},
  eprint = {2501.11733v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.11733v2},
  note = {First published: 2025-01-20; Recorded arXiv version: v2; Recorded version updated: 2025-01-28T16:58:02Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2503.09572", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2503.09572"}}
@misc{arxiv_2503_09572,
  title = {{Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks}},
  author = {{Lutfi Eren Erdogan} and {Nicholas Lee} and {Sehoon Kim} and {Suhong Moon} and {Hiroki Furuta} and {Gopala Anumanchipalli} and {Kurt Keutzer} and {Amir Gholami}},
  year = {2025},
  eprint = {2503.09572v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.09572v3},
  note = {First published: 2025-03-12; Recorded arXiv version: v3; Recorded version updated: 2025-04-22T17:56:22Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2504.10445", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2504.10445"}}
@misc{arxiv_2504_10445,
  title = {{RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users}},
  author = {{Suyu Ye} and {Haojun Shi} and {Darren Shih} and {Hyokun Yun} and {Tanya Roosta} and {Tianmin Shu}},
  year = {2025},
  eprint = {2504.10445v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.10445v2},
  note = {First published: 2025-04-14; Recorded arXiv version: v2; Recorded version updated: 2025-12-01T15:22:40Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.03570", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.03570"}}
@misc{arxiv_2505_03570,
  title = {{OSUniverse: Benchmark for Multimodal GUI-navigation AI Agents}},
  author = {{Mariya Davydova} and {Daniel Jeffries} and {Patrick Barker} and {Arturo Márquez Flores} and {Sinéad Ryan}},
  year = {2025},
  eprint = {2505.03570v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.03570v1},
  note = {First published: 2025-05-06; Recorded arXiv version: v1; Recorded version updated: 2025-05-06T14:29:47Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.16282", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.16282"}}
@misc{arxiv_2505_16282,
  title = {{ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay}},
  author = {{Fanbin Lu} and {Zhisheng Zhong} and {Shu Liu} and {Chi-Wing Fu} and {Jiaya Jia}},
  year = {2025},
  eprint = {2505.16282v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.16282v1},
  note = {First published: 2025-05-22; Recorded arXiv version: v1; Recorded version updated: 2025-05-22T06:24:32Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.24838", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.24838"}}
@misc{arxiv_2505_24838,
  title = {{VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video}},
  author = {{Brandon Man} and {Ghadi Nehme} and {Md Ferdous Alam} and {Faez Ahmed}},
  year = {2025},
  eprint = {2505.24838v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.24838v2},
  note = {First published: 2025-05-30; Recorded arXiv version: v2; Recorded version updated: 2025-11-08T18:27:03Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2506.07976", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2506.07976"}}
@misc{arxiv_2506_07976,
  title = {{Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction}},
  author = {{Junhong Shen} and {Hao Bai} and {Lunjun Zhang} and {Yifei Zhou} and {Amrith Setlur} and {Shengbang Tong} and {Diego Caples} and {Nan Jiang} and {Tong Zhang} and {Ameet Talwalkar} and {Aviral Kumar}},
  year = {2025},
  eprint = {2506.07976v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.07976v2},
  note = {First published: 2025-06-09; Recorded arXiv version: v2; Recorded version updated: 2025-06-10T12:50:18Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2506.08972", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2506.08972"}}
@misc{arxiv_2506_08972,
  title = {{Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System}},
  author = {{Yuan Guo} and {Tingjia Miao} and {Zheng Wu} and {Pengzhou Cheng} and {Ming Zhou} and {Zhuosheng Zhang}},
  year = {2025},
  eprint = {2506.08972v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.08972v1},
  note = {First published: 2025-06-10; Recorded arXiv version: v1; Recorded version updated: 2025-06-10T16:45:29Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2506.10387", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2506.10387"}}
@misc{arxiv_2506_10387,
  title = {{Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills}},
  author = {{Yuquan Xie} and {Zaijing Li} and {Rui Shao} and {Gongwei Chen} and {Kaiwen Zhou} and {Yinchuan Li} and {Dongmei Jiang} and {Liqiang Nie}},
  year = {2025},
  eprint = {2506.10387v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.10387v1},
  note = {First published: 2025-06-12; Recorded arXiv version: v1; Recorded version updated: 2025-06-12T06:21:19Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2506.14205", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2506.14205"}}
@misc{arxiv_2506_14205,
  title = {{AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents}},
  author = {{Jingxu Xie} and {Dylan Xu} and {Xuandong Zhao} and {Dawn Song}},
  year = {2025},
  eprint = {2506.14205v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.14205v2},
  note = {First published: 2025-06-17; Recorded arXiv version: v2; Recorded version updated: 2026-03-02T00:51:36Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2507.16853", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2507.16853"}}
@misc{arxiv_2507_16853,
  title = {{MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation}},
  author = {{Ning Li} and {Xiangmou Qu} and {Jiamu Zhou} and {Jun Wang} and {Muning Wen} and {Kounianhua Du} and {Xingyu Lou} and {Qiuying Peng} and {Jun Wang} and {Weinan Zhang}},
  year = {2025},
  eprint = {2507.16853v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.16853v1},
  note = {First published: 2025-07-21; Recorded arXiv version: v1; Recorded version updated: 2025-07-21T09:37:05Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2508.01330", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2508.01330"}}
@misc{arxiv_2508_01330,
  title = {{NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks}},
  author = {{Zihan Zheng} and {Tianle Cui} and {Taoran Wang} and {Fengtao Wang} and {Jiahui Pan} and {Lewei He} and {Qianglong Chen}},
  year = {2025},
  eprint = {2508.01330v4},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.01330v4},
  note = {First published: 2025-08-02; Recorded arXiv version: v4; Recorded version updated: 2026-04-20T02:44:32Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2509.01052", "catalog_review_status": "curated", "catalog_scope": "adjacent", "identifiers": {"arxiv": "2509.01052"}}
@misc{arxiv_2509_01052,
  title = {{FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games}},
  author = {{Jaewoo Ahn} and {Junseo Kim} and {Heeseung Yun} and {Jaehyeon Son} and {Dongmin Park} and {Jaewoong Cho} and {Gunhee Kim}},
  year = {2025},
  eprint = {2509.01052v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.01052v2},
  note = {First published: 2025-09-01; Recorded arXiv version: v2; Recorded version updated: 2025-10-15T10:33:27Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2509.02444", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2509.02444"}}
@misc{arxiv_2509_02444,
  title = {{AppCopilot: Toward General, Accurate, Long-Horizon, and Efficient Mobile Agent}},
  author = {{Jingru Fan} and {Yufan Dang} and {Jingyao Wu} and {Huatao Li} and {Runde Yang} and {Xiyuan Yang} and {Yuheng Wang} and {Chen Qian}},
  year = {2025},
  eprint = {2509.02444v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.02444v2},
  note = {First published: 2025-09-02; Recorded arXiv version: v2; Recorded version updated: 2025-10-17T00:57:58Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2509.03891", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2509.03891"}}
@misc{arxiv_2509_03891,
  title = {{MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation}},
  author = {{Gowen Loo} and {Chang Liu} and {Qinghong Yin} and {Xiang Chen} and {Jiawei Chen} and {Jingyuan Zhang} and {Yu Tian}},
  year = {2025},
  eprint = {2509.03891v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.03891v1},
  note = {First published: 2025-09-04; Recorded arXiv version: v1; Recorded version updated: 2025-09-04T05:22:42Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2509.15738", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2509.15738"}}
@misc{arxiv_2509_15738,
  title = {{GUI-ReWalk: Massive Data Generation for GUI Agent via Stochastic Exploration and Intent-Aware Reasoning}},
  author = {{Musen Lin} and {Minghao Liu} and {Taoran Lu} and {Lichen Yuan} and {Yiwei Liu} and {Haonan Xu} and {Yu Miao} and {Yuhao Chao} and {Zhaojian Li}},
  year = {2025},
  eprint = {2509.15738v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.15738v1},
  note = {First published: 2025-09-19; Recorded arXiv version: v1; Recorded version updated: 2025-09-19T08:09:18Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2510.02250", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2510.02250"}}
@misc{arxiv_2510_02250,
  title = {{Scaling Agents for Computer Use}},
  author = {{Gonzalo Gonzalez-Pumariega} and {Vincent Tu} and {Chih-Lun Lee} and {Jiachen Yang} and {Ang Li} and {Xin Eric Wang}},
  year = {2025},
  eprint = {2510.02250v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.02250v2},
  note = {First published: 2025-10-02; Recorded arXiv version: v2; Recorded version updated: 2026-02-03T23:48:45Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2510.06042", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2510.06042"}}
@misc{arxiv_2510_06042,
  title = {{Agent+P: Guiding UI Agents via Symbolic Planning}},
  author = {{Shang Ma} and {Xusheng Xiao} and {Yanfang Ye}},
  year = {2025},
  eprint = {2510.06042v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.06042v3},
  note = {First published: 2025-10-07; Recorded arXiv version: v3; Recorded version updated: 2026-09-27T17:25:57Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2510.14621", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2510.14621"}}
@misc{arxiv_2510_14621,
  title = {{ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks}},
  author = {{Yuanyi Song} and {Heyuan Huang} and {Qiqiang Lin} and {Yin Zhao} and {Xiangmou Qu} and {Jun Wang} and {Xingyu Lou} and {Weiwen Liu} and {Zhuosheng Zhang} and {Jun Wang} and {Yong Yu} and {Weinan Zhang} and {Zhaoxiang Wang}},
  year = {2025},
  eprint = {2510.14621v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.14621v1},
  note = {First published: 2025-10-16; Recorded arXiv version: v1; Recorded version updated: 2025-10-16T12:30:05Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2510.19949", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2510.19949"}}
@misc{arxiv_2510_19949,
  title = {{Surfer 2: The Next Generation of Cross-Platform Computer Use Agents}},
  author = {{Mathieu Andreux} and {Märt Bakler} and {Yanael Barbier} and {Hamza Benchekroun} and {Emilien Biré} and {Antoine Bonnet} and {Riaz Bordie} and {Nathan Bout} and {Matthias Brunel} and {Aleix Cambray} and {Pierre-Louis Cedoz} and {Antoine Chassang} and {Gautier Cloix} and {Ethan Connelly} and {Alexandra Constantinou} and {Ramzi De Coster} and {Hubert de la Jonquiere} and {Aurélien Delfosse} and {Maxime Delpit} and {Alexis Deprez} and {Augustin Derupti} and {Mathieu Diaz} and {Shannon D'Souza} and {Julie Dujardin} and {Abai Edmund} and {Michael Eickenberg} and {Armand Fatalot} and {Wissem Felissi} and {Isaac Herring} and {Xavier Koegler} and {Erwan Le Jumeau de Kergaradec} and {Aurélien Lac} and {Maxime Langevin} and {Corentin Lauverjat} and {Antonio Loison} and {Avshalom Manevich} and {Axel Moyal} and {Axel Nguyen Kerbel} and {Marinela Parovic} and {Julien Revelle} and {Guillaume Richard} and {Mats Richter} and {Ronan Riochet} and {María Santos} and {Romain Savidan} and {Laurent Sifre} and {Maxime Theillard} and {Marc Thibault} and {Ivan Valentini} and {Tony Wu} and {Laura Yie} and {Kai Yuan} and {Jevgenij Zubovskij}},
  year = {2025},
  eprint = {2510.19949v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.19949v2},
  note = {First published: 2025-10-22; Recorded arXiv version: v2; Recorded version updated: 2025-10-24T11:52:29Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2510.24168", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2510.24168"}}
@misc{arxiv_2510_24168,
  title = {{MGA: Memory-Driven GUI Agent for Observation-Centric Interaction}},
  author = {{Weihua Cheng} and {Junming Liu} and {Yifei Sun} and {Botian Shi} and {Yirong Chen} and {Ding Wang}},
  year = {2025},
  eprint = {2510.24168v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.24168v3},
  note = {First published: 2025-10-28; Recorded arXiv version: v3; Recorded version updated: 2026-04-14T04:34:20Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2511.12254", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2511.12254"}}
@misc{arxiv_2511_12254,
  title = {{Mobile-Agent-RAG: Driving Smart Multi-Agent Coordination with Contextual Knowledge Empowerment for Long-Horizon Mobile Automation}},
  author = {{Yuxiang Zhou} and {Jichang Li} and {Yanhao Zhang} and {Haonan Lu} and {Guanbin Li}},
  year = {2025},
  eprint = {2511.12254v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.12254v3},
  note = {First published: 2025-11-15; Recorded arXiv version: v3; Recorded version updated: 2026-03-12T08:45:07Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2511.22235", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2511.22235"}}
@misc{arxiv_2511_22235,
  title = {{Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation}},
  author = {{Zehao Deng} and {Tianjie Ju} and {Zheng Wu} and {Zhuosheng Zhang} and {Gongshen Liu}},
  year = {2025},
  eprint = {2511.22235v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.22235v2},
  note = {First published: 2025-11-27; Recorded arXiv version: v2; Recorded version updated: 2026-03-04T12:15:06Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2512.10371", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2512.10371"}}
@misc{arxiv_2512_10371,
  title = {{AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management}},
  author = {{Shizuo Tian} and {Hao Wen} and {Yuxuan Chen} and {Jiacheng Liu} and {Shanhui Zhao} and {Guohong Liu} and {Ju Ren} and {Yunxin Liu} and {Yuanchun Li}},
  year = {2025},
  eprint = {2512.10371v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.10371v2},
  note = {First published: 2025-12-11; Recorded arXiv version: v2; Recorded version updated: 2026-05-08T09:40:02Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2512.19432", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2512.19432"}}
@misc{arxiv_2512_19432,
  title = {{MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments}},
  author = {{Quyu Kong} and {Xu Zhang} and {Zhenyu Yang} and {Nolan Gao} and {Chen Liu} and {Panrong Tong} and {Chenglin Cai} and {Hanzhang Zhou} and {Jianan Zhang} and {Liangyu Chen} and {Zhidan Liu} and {Steven Hoi} and {Yue Wang}},
  year = {2025},
  eprint = {2512.19432v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.19432v3},
  note = {First published: 2025-12-22; Recorded arXiv version: v3; Recorded version updated: 2025-12-30T07:15:15Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2512.21302", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2512.21302"}}
@misc{arxiv_2512_21302,
  title = {{AndroidLens: Long-latency Evaluation with Nested Sub-targets for Android GUI Agents}},
  author = {{Yue Cao} and {Yingyao Wang} and {Pi Bu} and {Jingxuan Xing} and {Wei Jiang} and {Zekun Zhu} and {Junpeng Ma} and {Sashuai Zhou} and {Tong Lu} and {Jun Song} and {Yu Cheng} and {Yuning Jiang} and {Bo Zheng}},
  year = {2025},
  eprint = {2512.21302v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.21302v1},
  note = {First published: 2025-12-24; Recorded arXiv version: v1; Recorded version updated: 2025-12-24T17:40:42Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.07262", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.07262"}}
@misc{arxiv_2601_07262,
  title = {{ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution}},
  author = {{Jihong Wang} and {Jiamu Zhou} and {Weiming Zhang} and {Teng Wang} and {Weiwen Liu} and {Zhuosheng Zhang} and {Xingyu Lou} and {Weinan Zhang} and {Huarong Deng} and {Jun Wang}},
  year = {2026},
  eprint = {2601.07262v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.07262v3},
  note = {First published: 2026-01-12; Recorded arXiv version: v3; Recorded version updated: 2026-04-23T09:34:51Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.15876", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.15876"}}
@misc{arxiv_2601_15876,
  title = {{EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience}},
  author = {{Taofeng Xue} and {Chong Peng} and {Mianqiu Huang} and {Linsen Guo} and {Tiancheng Han} and {Haozhe Wang} and {Jianing Wang} and {Xiaocheng Zhang} and {Xin Yang} and {Dengchang Zhao} and {Jinrui Ding} and {Xiandi Ma} and {Yuchen Xie} and {Peng Pei} and {Xunliang Cai} and {Xipeng Qiu}},
  year = {2026},
  eprint = {2601.15876v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.15876v2},
  note = {First published: 2026-01-22; Recorded arXiv version: v2; Recorded version updated: 2026-01-23T08:52:00Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.20650", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.20650"}}
@misc{arxiv_2601_20650,
  title = {{OS-Marathon: Benchmarking Computer-Use Agents on Vast-Horizon, Repetitive Tasks}},
  author = {{Jing Wu} and {Wenjie Ai} and {Daphne Barretto} and {Yiye Chen} and {Qingyu Chen} and {Yuhang He} and {Pranit Chawla} and {Nicholas Gydé} and {Yanan Jian} and {Vibhav Vineet}},
  year = {2026},
  eprint = {2601.20650v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.20650v3},
  note = {First published: 2026-01-28; Recorded arXiv version: v3; Recorded version updated: 2026-08-26T22:31:44Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.21352", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.21352"}}
@misc{arxiv_2601_21352,
  title = {{BEAP-Agent: Backtrackable Execution and Adaptive Planning for GUI Agents}},
  author = {{Ziyu Lu} and {Tengjin Weng} and {Yiying Yang} and {Yuhang Zhao} and {Xinxin Huang} and {Wenhao Jiang}},
  year = {2026},
  eprint = {2601.21352v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.21352v1},
  note = {First published: 2026-01-29; Recorded arXiv version: v1; Recorded version updated: 2026-01-29T07:22:50Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.22528", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.22528"}}
@misc{arxiv_2601_22528,
  title = {{Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution}},
  author = {{Hongze Mi} and {Yibo Feng} and {WenJie Lu} and {Song Cao} and {Jinyuan Li} and {Yanming Li} and {Xuelin Zhang} and {Haotian Luo} and {Songyang Peng} and {He Cui} and {Tengfei Tian} and {Jun Fang} and {Hua Chai} and {Naiqiang Tan}},
  year = {2026},
  eprint = {2601.22528v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.22528v1},
  note = {First published: 2026-01-30; Recorded arXiv version: v1; Recorded version updated: 2026-01-30T04:01:21Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.16313", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.16313"}}
@misc{arxiv_2602_16313,
  title = {{MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks}},
  author = {{Zexue He} and {Yu Wang} and {Churan Zhi} and {Yuanzhe Hu} and {Tzu-Ping Chen} and {Lang Yin} and {Ze Chen} and {Tong Arthur Wu} and {Siru Ouyang} and {Zihan Wang} and {Jiaxin Pei} and {Julian McAuley} and {Yejin Choi} and {Alex Pentland}},
  year = {2026},
  eprint = {2602.16313v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.16313v2},
  note = {First published: 2026-02-18; Recorded arXiv version: v2; Recorded version updated: 2026-09-17T22:55:03Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2603.18429", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2603.18429"}}
@misc{arxiv_2603_18429,
  title = {{AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents}},
  author = {{Yibo Shi} and {Jungang Li} and {Linghao Zhang} and {Zihao Dongfang} and {Biao Wu} and {Sicheng Tao} and {Yibo Yan} and {Chenxi Qin} and {Weiting Liu} and {Zhixin Lin} and {Hanqian Li} and {Yu Huang} and {Song Dai} and {Yonghua Hei} and {Yue Ding} and {Xiang Li} and {Shikang Wang} and {Chengdong Xu} and {Jingqi Liu} and {Xueying Ma} and {Zhiwen Zheng} and {Xiaofei Zhang} and {Bincheng Wang} and {Nichen Yang} and {Jie Wu} and {Lihua Tian} and {Chen Li} and {Xuming Hu}},
  year = {2026},
  eprint = {2603.18429v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.18429v1},
  note = {First published: 2026-03-19; Recorded arXiv version: v1; Recorded version updated: 2026-03-19T02:45:21Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2603.19685", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2603.19685"}}
@misc{arxiv_2603_19685,
  title = {{A Subgoal-driven Framework for Improving Long-Horizon LLM Agents}},
  author = {{Taiyi Wang} and {Sian Gooding} and {Florian Hartmann} and {Oriana Riva} and {Edward Grefenstette}},
  year = {2026},
  eprint = {2603.19685v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.19685v1},
  note = {First published: 2026-03-20; Recorded arXiv version: v1; Recorded version updated: 2026-03-20T06:32:16Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2603.24157", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2603.24157"}}
@misc{arxiv_2603_24157,
  title = {{CarePilot: A Multi-Agent Framework for Long-Horizon Computer Task Automation in Healthcare}},
  author = {{Akash Ghosh} and {Tajamul Ashraf} and {Rishu Kumar Singh} and {Numan Saeed} and {Sriparna Saha} and {Xiuying Chen} and {Salman Khan}},
  year = {2026},
  eprint = {2603.24157v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.24157v1},
  note = {First published: 2026-03-25; Recorded arXiv version: v1; Recorded version updated: 2026-03-25T10:25:48Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.04399", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.04399"}}
@misc{arxiv_2604_04399,
  title = {{GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis}},
  author = {{Yuwen Zhai} and {Runze Li} and {Liang Wang} and {Nian Shi} and {Liwu Xu} and {Wei Zhang} and {Ran Lin} and {Bo Xu} and {Benlei Cui}},
  year = {2026},
  eprint = {2604.04399v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.04399v1},
  note = {First published: 2026-04-06; Recorded arXiv version: v1; Recorded version updated: 2026-04-06T03:58:43Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.06126", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.06126"}}
@misc{arxiv_2604_06126,
  title = {{Gym-Anything: Turn any Software into an Agent Environment}},
  author = {{Pranjal Aggarwal} and {Graham Neubig} and {Sean Welleck}},
  year = {2026},
  eprint = {2604.06126v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.06126v1},
  note = {First published: 2026-04-07; Recorded arXiv version: v1; Recorded version updated: 2026-04-07T17:38:15Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.06240", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.06240"}}
@misc{arxiv_2604_06240,
  title = {{The Art of Building Verifiers for Computer Use Agents}},
  author = {{Corby Rosset} and {Pratyusha Sharma} and {Andrew Zhao} and {Miguel Gonzalez-Fernandez} and {Ahmed Awadallah}},
  year = {2026},
  eprint = {2604.06240v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.06240v1},
  note = {First published: 2026-04-05; Recorded arXiv version: v1; Recorded version updated: 2026-04-05T06:26:05Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.13822", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.13822"}}
@misc{arxiv_2604_13822,
  title = {{UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization}},
  author = {{Zhengxi Lu} and {Fei Tang} and {Guangyi Liu} and {Kaitao Song} and {Xu Tan} and {Jin Ma} and {Wenqi Zhang} and {Weiming Lu} and {Jun Xiao} and {Yueting Zhuang} and {Yongliang Shen}},
  year = {2026},
  eprint = {2604.13822v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.13822v1},
  note = {First published: 2026-04-15; Recorded arXiv version: v1; Recorded version updated: 2026-04-15T12:55:46Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.17821", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.17821"}}
@misc{arxiv_2604_17821,
  title = {{WebUncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent}},
  author = {{Lingfeng Zhang} and {Yongan Sun} and {Jinpeng Hu} and {Hui Ma} and {Yang Ying} and {Kuien Liu} and {Zenglin Shi} and {Meng Wang}},
  year = {2026},
  eprint = {2604.17821v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.17821v2},
  note = {First published: 2026-04-20; Recorded arXiv version: v2; Recorded version updated: 2026-04-21T03:15:01Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.24964", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.24964"}}
@misc{arxiv_2604_24964,
  title = {{Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks}},
  author = {{Lawrence Keunho Jang} and {Jing Yu Koh} and {Daniel Fried} and {Ruslan Salakhutdinov}},
  year = {2026},
  eprint = {2604.24964v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.24964v1},
  note = {First published: 2026-04-27; Recorded arXiv version: v1; Recorded version updated: 2026-04-27T20:05:41Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.27151", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.27151"}}
@misc{arxiv_2604_27151,
  title = {{Step-level Optimization for Efficient Computer-use Agents}},
  author = {{Jinbiao Wei} and {Kangqi Ni} and {Yilun Zhao} and {Guo Gan} and {Arman Cohan}},
  year = {2026},
  eprint = {2604.27151v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.27151v1},
  note = {First published: 2026-04-29; Recorded arXiv version: v1; Recorded version updated: 2026-04-29T19:59:36Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.09317", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.09317"}}
@misc{arxiv_2605_09317,
  title = {{Mem-W: Latent Memory-Native GUI Agents}},
  author = {{Guibin Zhang} and {Yaohui Ling} and {Fanci Meng} and {Kun Wang} and {Shuicheng Yan}},
  year = {2026},
  eprint = {2605.09317v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.09317v1},
  note = {First published: 2026-05-10; Recorded arXiv version: v1; Recorded version updated: 2026-05-10T04:31:23Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.12294", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.12294"}}
@misc{arxiv_2605_12294,
  title = {{Executable Agentic Memory for GUI Agent}},
  author = {{Zerui Qin} and {Sheng Yue} and {Xingyuan Hua} and {Yongjian Fu} and {Ju Ren}},
  year = {2026},
  eprint = {2605.12294v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.12294v1},
  note = {First published: 2026-05-12; Recorded arXiv version: v1; Recorded version updated: 2026-05-12T15:48:44Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.15777", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.15777"}}
@misc{arxiv_2605_15777,
  title = {{SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?}},
  author = {{Kean Shi} and {Zihang Li} and {Tianyi Ma} and {Zengji Tu} and {Jialong Wu} and {Xinbo Xu} and {Qingyao Yang} and {Ruoyu Wu} and {Weichu Xie} and {Ming Wu} and {Jason Zeng} and {Michael Heinrich} and {Elvis Zhang} and {Liang Chen} and {Kuan Li} and {Baobao Chang}},
  year = {2026},
  eprint = {2605.15777v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.15777v2},
  note = {First published: 2026-05-15; Recorded arXiv version: v2; Recorded version updated: 2026-05-24T16:35:56Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.18652", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.18652"}}
@misc{arxiv_2605_18652,
  title = {{MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents}},
  author = {{Ziyun Zeng} and {Hang Hua} and {Bocheng Zou} and {Mu Cai} and {Rogerio Feris} and {Jiebo Luo}},
  year = {2026},
  eprint = {2605.18652v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.18652v1},
  note = {First published: 2026-05-18; Recorded arXiv version: v1; Recorded version updated: 2026-05-18T16:57:36Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.26086", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.26086"}}
@misc{arxiv_2605_26086,
  title = {{Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World}},
  author = {{Yusong Lin} and {Xinyuan Liang} and {Haiyang Wang} and {Qipeng Gu} and {Siqi Cheng} and {Jiangui Chen} and {Shuzhe Wu} and {Feiyang Pan} and {Lue Fan} and {Sanyuan Zhao} and {Dandan Tu}},
  year = {2026},
  eprint = {2605.26086v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.26086v1},
  note = {First published: 2026-05-25; Recorded arXiv version: v1; Recorded version updated: 2026-05-25T17:50:04Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.27761", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.27761"}}
@misc{arxiv_2605_27761,
  title = {{AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications}},
  author = {{Yifan Sui} and {Xin Huang} and {Hongbing Li} and {Fang Xu} and {Jiahe Lv} and {Haolong Yan} and {Yeqing Shen} and {Litao Liu} and {Zhimin Fan} and {Ziyang Meng} and {Jia Wang} and {Junbo Qi} and {Kaijun Tan} and {Zheng Ge} and {Xiangyu Zhang} and {Daxin Jiang} and {Osamu Yoshie}},
  year = {2026},
  eprint = {2605.27761v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.27761v1},
  note = {First published: 2026-05-26; Recorded arXiv version: v1; Recorded version updated: 2026-05-26T23:19:42Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.01533", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.01533"}}
@misc{arxiv_2606_01533,
  title = {{Multi-Agent Computer Use}},
  author = {{Jing Yu Koh} and {Ruslan Salakhutdinov} and {Daniel Fried}},
  year = {2026},
  eprint = {2606.01533v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.01533v1},
  note = {First published: 2026-06-01; Recorded arXiv version: v1; Recorded version updated: 2026-06-01T01:29:36Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.03103", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.03103"}}
@misc{arxiv_2606_03103,
  title = {{DeskCraft: Benchmarking Desktop Agents on Professional Workflows and Human-in-the-Loop Collaboration}},
  author = {{Wenkai Wang} and {Tao Xiong} and {Jingchen Ni} and {Yunpeng Bao} and {Xiyun Li} and {Tianqi Liu} and {Hongcan Guo} and {Zilong Huang} and {Shengyu Zhang}},
  year = {2026},
  eprint = {2606.03103v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.03103v1},
  note = {First published: 2026-06-02; Recorded arXiv version: v1; Recorded version updated: 2026-06-02T03:42:34Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.06708", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.06708"}}
@misc{arxiv_2606_06708,
  title = {{Signal-Driven Observation for Long-Horizon Web Agents}},
  author = {{Shubham Gaur} and {Ian Lane}},
  year = {2026},
  eprint = {2606.06708v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.06708v2},
  note = {First published: 2026-06-04; Recorded arXiv version: v2; Recorded version updated: 2026-08-04T18:57:23Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.09426", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.09426"}}
@misc{arxiv_2606_09426,
  title = {{WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces}},
  author = {{Wanli Li} and {Bowen Zhou} and {Yunyao Yu} and {Zhou Xu} and {Yifan Yang} and {Dongsheng Li} and {Caihua Shan}},
  year = {2026},
  eprint = {2606.09426v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.09426v3},
  note = {First published: 2026-06-08; Recorded arXiv version: v3; Recorded version updated: 2026-07-06T14:25:02Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.11042", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.11042"}}
@misc{arxiv_2606_11042,
  title = {{Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields}},
  author = {{Liya Zhu} and {Jingzhe Ding} and {Jian Zhang} and {Jianbo Xue} and {Shihao Liang} and {Ge Zhang} and {Yi Zhu} and {Duju Zeng} and {Xiang Gao} and {Qingshui Gu} and {Mailun Gao} and {Huimin Che} and {Yan Zhao} and {Peiheng Zhou} and {Haojun Wang} and {Chaobo Xian} and {Lili Le} and {Chi Wu} and {Yiwei Liu} and {Shengda Long} and {Jiale Yang} and {Fangzhi Xu} and {Sijin Wu} and {Haodong Duan} and {Chao He} and {Zhaojian Li} and {Minchao Wang} and {Huan Zhou} and {Jiani Hou} and {Chuqian Yu} and {Weiran Shi} and {Hongwan Gao} and {Jiamin Chen} and {Guanhong Chen} and {Tingqin Luo} and {Kaiyuan Zhang} and {Zhixin Yao} and {Qing Hua} and {Yuhao Jiang} and {Jin Chen} and {Pu Chen} and {Zhenyu Hu} and {Xingyu Li} and {Zhengxuan Jiang} and {Meng Cao} and {Tianfeng Long} and {Haozhe Wang} and {Mingzhang Wang} and {Yichen Zhang} and {Yiming Dai} and {Chenchen Zhang} and {Jiaying Wang} and {Xinying Liu} and {Xingzu Liu} and {Lingling Zhang} and {Xinjie Chen} and {Yujia Qin} and {Wangchunshu Zhou} and {Zhiyong Wu} and {Yang Liu} and {Jiaheng Liu} and {Lei Zhang} and {Shen Yan} and {Wenhao Huang} and {Zaiyuan Wang} and {Xiaolong Chang}},
  year = {2026},
  eprint = {2606.11042v4},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.11042v4},
  note = {First published: 2026-06-09; Recorded arXiv version: v4; Recorded version updated: 2026-07-17T12:22:12Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.11078", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.11078"}}
@misc{arxiv_2606_11078,
  title = {{A History-Aware Visually Grounded Critic for Computer Use Agents}},
  author = {{Jaewoo Lee} and {Zaid Khan} and {Archiki Prasad} and {Justin Chih-Yao Chen} and {Supriyo Chakraborty} and {Kartik Balasubramaniam} and {Sambit Sahu} and {Elias Stengel-Eskin} and {Hyunji Lee} and {Mohit Bansal}},
  year = {2026},
  eprint = {2606.11078v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.11078v1},
  note = {First published: 2026-06-09; Recorded arXiv version: v1; Recorded version updated: 2026-06-09T16:39:10Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.16802", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.16802"}}
@misc{arxiv_2606_16802,
  title = {{LabOSBench: Benchmarking Computer Use Agents for Scientific Instrument Control}},
  author = {{Anqi Zou} and {Han Deng} and {Chengyu Zhang} and {Junquan Hu} and {Yu Wang} and {Yuxiang Xing} and {Aokai Zhang} and {Hanling Zhang} and {Zhaoyang Liu} and {Ben Fei} and {Zhihui Wang} and {Wanli Ouyang}},
  year = {2026},
  eprint = {2606.16802v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.16802v1},
  note = {First published: 2026-06-15; Recorded arXiv version: v1; Recorded version updated: 2026-06-15T14:42:33Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.18448", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.18448"}}
@misc{arxiv_2606_18448,
  title = {{VISUALSKILL: Multimodal Skills for Computer-Use Agents}},
  author = {{Ziyan Jiang} and {Li An} and {Yujian Liu} and {Jiabao Ji} and {Qiucheng Wu} and {Jacob Andreas} and {Yang Zhang} and {Shiyu Chang}},
  year = {2026},
  eprint = {2606.18448v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.18448v1},
  note = {First published: 2026-06-16; Recorded arXiv version: v1; Recorded version updated: 2026-06-16T19:57:07Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.19926", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.19926"}}
@misc{arxiv_2606_19926,
  title = {{MemGUI-Agent: An End-to-End Long-Horizon Mobile GUI Agent with Proactive Context Management}},
  author = {{Guangyi Liu} and {Gao Wu} and {Congxiao Liu} and {Pengxiang Zhao} and {Liang Liu} and {Mading Li} and {Qi Zhang} and {Mengyan Wang} and {Liang Guo} and {Yong Liu}},
  year = {2026},
  eprint = {2606.19926v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.19926v1},
  note = {First published: 2026-06-18; Recorded arXiv version: v1; Recorded version updated: 2026-06-18T08:26:09Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.21654", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.21654"}}
@misc{arxiv_2606_21654,
  title = {{ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks}},
  author = {{Vincent Siu} and {Manasi Sharma} and {Dawn Song} and {Daniel Yue Zhang} and {Chenguang Wang} and {Ying Liu}},
  year = {2026},
  eprint = {2606.21654v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21654v2},
  note = {First published: 2026-06-19; Recorded arXiv version: v2; Recorded version updated: 2026-08-19T17:29:04Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.22948", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.22948"}}
@misc{arxiv_2606_22948,
  title = {{ENVS: Environment-Native Verified Search for Long-Horizon GUI Agents}},
  author = {{Yincheng Zhou} and {Athena Zhuoming Zhong} and {Shijie Zhang} and {Kevin Zhang} and {Teresa Xiaotao Shang} and {Shanghang Zhang}},
  year = {2026},
  eprint = {2606.22948v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.22948v1},
  note = {First published: 2026-06-22; Recorded arXiv version: v1; Recorded version updated: 2026-06-22T07:28:55Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.29537", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.29537"}}
@misc{arxiv_2606_29537,
  title = {{OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks}},
  author = {{Mengqi Yuan} and {Zilong Zhou} and {Xinzhuang Xiong} and {Weiming Wu} and {Jiayang Sun} and {Jiamin Song} and {Kaiqian Cui} and {Bowen Wang} and {Haoyuan Wu} and {Yitong Li} and {Dunjie Lu} and {Haikong Lu} and {Qi Zhen} and {Xinyuan Wang} and {Jiaqi Deng} and {Yuhao Yang} and {Cheng Chen} and {Boyuan Zheng} and {Alex Su} and {Xiao Yu} and {Hao Zou} and {Saaket Agashe} and {Xing Han Lu} and {Manpreet Kaur} and {Zhengyang Qi} and {Vincent Sunn Chen} and {Frederic Sala} and {Dayiheng Liu} and {Junyang Lin} and {Zhou Yu} and {Yu Su} and {Siva Reddy} and {Xin Eric Wang} and {Peng Qi} and {Tianbao Xie} and {Tao Yu}},
  year = {2026},
  eprint = {2606.29537v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.29537v2},
  note = {First published: 2026-06-28; Recorded arXiv version: v2; Recorded version updated: 2026-07-13T10:30:17Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.09773", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.09773"}}
@misc{arxiv_2607_09773,
  title = {{EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents}},
  author = {{Mianqiu Huang} and {Taofeng Xue} and {Chong Peng} and {Jinrui Ding} and {Jie Yang} and {Sicheng Fan} and {Jiale Hong} and {Yufei Gao} and {Xiaocheng Zhang} and {Linsen Guo} and {Xin Yang} and {Dengchang Zhao} and {Yuchen Xie} and {Peng Pei} and {Xunliang Xie} and {Xipeng Qiu}},
  year = {2026},
  eprint = {2607.09773v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.09773v2},
  note = {First published: 2026-07-07; Recorded arXiv version: v2; Recorded version updated: 2026-09-04T15:47:10Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.10608", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.10608"}}
@misc{arxiv_2607_10608,
  title = {{The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory}},
  author = {{Yixiong Chen} and {Xinyi Bai} and {Alan Yuille}},
  year = {2026},
  eprint = {2607.10608v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.10608v1},
  note = {First published: 2026-07-12; Recorded arXiv version: v1; Recorded version updated: 2026-07-12T07:05:31Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.11388", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.11388"}}
@misc{arxiv_2607_11388,
  title = {{StructAgent: Harness Long-horizon Digital Agents with Unified Causal Structure}},
  author = {{Wenyi Wu} and {Sibo Zhu} and {Kun Zhou} and {Aayush Salvi} and {Zixuan Song} and {Biwei Huang}},
  year = {2026},
  eprint = {2607.11388v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.11388v1},
  note = {First published: 2026-07-13; Recorded arXiv version: v1; Recorded version updated: 2026-07-13T10:48:25Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.17527", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.17527"}}
@misc{arxiv_2607_17527,
  title = {{Sidekick: Designing Communication for Effective Multitasking with Computer Use Agents}},
  author = {{Ruei-Che Chang} and {Wenqian Xu} and {Dingzeyu Li} and {Bryan Wang} and {Anhong Guo}},
  year = {2026},
  eprint = {2607.17527v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.17527v1},
  note = {First published: 2026-07-20; Recorded arXiv version: v1; Recorded version updated: 2026-07-20T04:03:38Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.18046", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.18046"}}
@misc{arxiv_2607_18046,
  title = {{SEE: Structure-aware Exploring \& Exploiting for Long-horizon GUI Agent Trajectory Synthesis}},
  author = {{Zhuohang Fan} and {Beichen Zhang} and {Yuanfa Li} and {Changqiao Wu} and {Wei Liu} and {Jian Luan} and {Weigang Zhang}},
  year = {2026},
  eprint = {2607.18046v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.18046v2},
  note = {First published: 2026-07-20; Recorded arXiv version: v2; Recorded version updated: 2026-08-18T02:32:56Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.22689", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.22689"}}
@misc{arxiv_2607_22689,
  title = {{Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents}},
  author = {{Zedong Yu} and {Qianxing Li} and {Zhi Gao} and {Liuyu Xiang} and {Chenrui Shi} and {Yang Liu} and {Huiming Wu} and {Yujie Wei} and {Yuhao Fei} and {Yubo Fu} and {Zhaofeng He}},
  year = {2026},
  eprint = {2607.22689v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.22689v1},
  note = {First published: 2026-07-17; Recorded arXiv version: v1; Recorded version updated: 2026-07-17T12:48:03Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.22798", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.22798"}}
@misc{arxiv_2607_22798,
  title = {{StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents}},
  author = {{Yan Yang} and {Xiangru Jian} and {Ziyang Luo} and {Zirui Zhao} and {Yutong Dai} and {Ziji Shi} and {Hanshu Yan} and {Jun Hao Liew} and {Silvio Savarese} and {Junnan Li}},
  year = {2026},
  eprint = {2607.22798v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.22798v1},
  note = {First published: 2026-07-24; Recorded arXiv version: v1; Recorded version updated: 2026-07-24T14:17:03Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.28227", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.28227"}}
@misc{arxiv_2607_28227,
  title = {{Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents}},
  author = {{Hanzhang Zhou} and {Panrong Tong} and {Xu Zhang} and {Quyu Kong} and {Chenglin Cai} and {Tianyu Xia} and {Gongjie Zhang} and {Jianan Zhang} and {Long Li} and {Long Chen} and {Lei Wang} and {Gaole Dai} and {Pengxiang Li} and {Liangyu Chen} and {Yue Wang} and {Steven Hoi}},
  year = {2026},
  eprint = {2607.28227v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.28227v1},
  note = {First published: 2026-07-30; Recorded arXiv version: v1; Recorded version updated: 2026-07-30T13:58:41Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.02352", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.02352"}}
@misc{arxiv_2608_02352,
  title = {{Qwen-CUA: Native Computer Use for (almost) Everything}},
  author = {{Dunjie Lu} and {Shuai Bai} and {Tianyi Bai} and {Sicheng Fan} and {Chang Gao} and {Jian Guan} and {Feng Hu} and {Mianqiu Huang} and {Xingyang Huang} and {Yizhen Jiang} and {Yuheng Jing} and {Dehui Kong} and {Ning Li} and {Dayiheng Liu} and {Shixuan Liu} and {Zheng Liu} and {Que Shen} and {Bowen Wang} and {Junli Wang} and {Chencan Wu} and {Rui Xie} and {Tianbao Xie} and {Zhihui Xie} and {Haiyang Xu} and {An Yang} and {Tao Yu} and {Wenzhen Yuan} and {Xi Zhang} and {Zhenru Zhang} and {Mingkang Zhu} and {Zhaoqing Zhu} and {Yizhong Cao} and {Kai Dang} and {Binyuan Hui} and {Kaixin Li} and {Junyang Lin} and {Haiquan Wang} and {Zekun Wang} and {Yiheng Xu} and {Fan Yan} and {Mengqi Yuan} and {Danyang Zhang} and {Jiajun Zhang} and {Zhipeng Zhang} and {Fan Zhou} and {Fan Zhou}},
  year = {2026},
  eprint = {2608.02352v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.02352v1},
  note = {First published: 2026-08-03; Recorded arXiv version: v1; Recorded version updated: 2026-08-03T15:04:20Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.10366", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.10366"}}
@misc{arxiv_2608_10366,
  title = {{DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?}},
  author = {{Mizanur Rahman} and {Mohammed Saidul Islam} and {Ridwan Mahbub} and {Md Tahmid Rahman Laskar} and {Shafiq Joty} and {Enamul Hoque Prince}},
  year = {2026},
  eprint = {2608.10366v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.10366v1},
  note = {First published: 2026-08-11; Recorded arXiv version: v1; Recorded version updated: 2026-08-11T01:45:56Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.15930", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.15930"}}
@misc{arxiv_2608_15930,
  title = {{UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations}},
  author = {{Zihan Ding} and {Longxu Dou} and {Qi Gao} and {Xiangwu Guo} and {Shengchao Hu} and {Zilong Huang} and {Zihang Jiang} and {Lei Ke} and {Mengcheng Lan} and {Weixian Lei} and {Hanxuan Li} and {Honglin Li} and {Xiyun Li} and {Zaitang Li} and {Leowei Liang} and {Xin Luo} and {Haozhe Ma} and {Jiayi Mao} and {Zhoujie Pan} and {Can Qin} and {Tianyuan Qu} and {Weiqi Wang} and {Wenkai Wang} and {Yonglin Wang} and {Yuxin Wang} and {Chenxu Wu} and {Yingchen Yu} and {Chenyu Zhang} and {Yuhao Zheng}},
  year = {2026},
  eprint = {2608.15930v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.15930v1},
  note = {First published: 2026-08-16; Recorded arXiv version: v1; Recorded version updated: 2026-08-16T20:59:59Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.17319", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.17319"}}
@misc{arxiv_2608_17319,
  title = {{Wuying-Browser-Agent: Real-World Centric Fundamental Long-Horizon Browser Agents}},
  author = {{AIMAE Team} and {Tianxiang Chen} and {Yan Cheng} and {Zhangye Han} and {Xiaowei Li} and {Chang Liu} and {Cheng Liu} and {Zhongqiang Ma} and {Long Peng} and {Xiaobing Tu} and {Yinggui Wang} and {Hongliang Wei} and {Chen Wu} and {Daiping Xin} and {Kunyu Zhou} and {Pengyang Zhou} and {Peiyuan Chen} and {Ziyuan Chen} and {Yutao Deng} and {Chunyu Dong} and {Xiangyu Fu} and {Yicheng Feng} and {Ruian He} and {Haochen Li} and {Miancan Liu} and {Zhengqin Liu} and {Wei Peng} and {Jinkui Ren} and {Haoyu Tan} and {Dong Xiao} and {Rongkun Xue} and {Shujian Yang} and {Xianhang Ye} and {Ziqi Yuan} and {Ziyang Yu} and {Linghan Zhang} and {Xiantao Zhang} and {Xuanpu Zhao} and {Yinan Zhao} and {Zhenghui Zhao} and {Bin Zhu} and {Likai Zou}},
  year = {2026},
  eprint = {2608.17319v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.17319v1},
  note = {First published: 2026-08-18; Recorded arXiv version: v1; Recorded version updated: 2026-08-18T03:23:31Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.22577", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.22577"}}
@misc{arxiv_2608_22577,
  title = {{CausalCache: Conditional High-Fidelity Restoration for Long-Horizon GUI Agents}},
  author = {{Jiaxuan Luo} and {Zhanfeng Liao} and {Jiayao Teng} and {Yuan Wang}},
  year = {2026},
  eprint = {2608.22577v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.22577v2},
  note = {First published: 2026-08-23; Recorded arXiv version: v2; Recorded version updated: 2026-08-25T04:24:36Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.00048", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.00048"}}
@misc{arxiv_2609_00048,
  title = {{GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments}},
  author = {{Lin Fu} and {Zheyuan Yang} and {Tianhui Zhang} and {Jinbiao Wei} and {Guo Gan} and {Boxu Liu} and {Yilun Zhao} and {Yu Rong}},
  year = {2026},
  eprint = {2609.00048v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.00048v1},
  note = {First published: 2026-08-30; Recorded arXiv version: v1; Recorded version updated: 2026-08-30T05:19:43Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.10451", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.10451"}}
@misc{arxiv_2609_10451,
  title = {{JarvisGUI: Towards Cross-Device GUI Agents with Dynamic Task Composition}},
  author = {{Zixiang Chen} and {Yuheng Lu} and {Zihao Cheng} and {Zeming Liu} and {Jizeng Bai} and {Ziye Huang} and {Zhiyin Lin} and {Zihan Li} and {Yuhang Guo} and {Yunhong Wang} and {Haifeng Wang}},
  year = {2026},
  eprint = {2609.10451v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.10451v1},
  note = {First published: 2026-09-09; Recorded arXiv version: v1; Recorded version updated: 2026-09-09T16:59:59Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.16251", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.16251"}}
@misc{arxiv_2609_16251,
  title = {{CADWorld: Computer-Use Benchmark for Long-Horizon Computer-Aided Design}},
  author = {{Zihan Dong} and {Yuanzhe Liu} and {Zhiyuan Ma} and {Qishi Zhan} and {Dehan Kong} and {Guohao Li} and {Kaixin Li}},
  year = {2026},
  eprint = {2609.16251v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.16251v2},
  note = {First published: 2026-09-14; Recorded arXiv version: v2; Recorded version updated: 2026-09-21T14:30:34Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.17653", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.17653"}}
@misc{arxiv_2609_17653,
  title = {{Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents}},
  author = {{Bofan Chen} and {Boxuan Zhang} and {Fei Tang} and {Zhengxi Lu} and {Yong Du} and {Tongbo Chen} and {Weiming Lu} and {Jun Xiao} and {Yueting Zhuang} and {Yongliang Shen}},
  year = {2026},
  eprint = {2609.17653v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.17653v1},
  note = {First published: 2026-09-15; Recorded arXiv version: v1; Recorded version updated: 2026-09-15T17:24:06Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.30604", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.30604"}}
@misc{arxiv_2609_30604,
  title = {{The Hard Part Comes After Search: Benchmarking Web Agents on Synthesizing, Organizing, and Displaying Knowledge}},
  author = {{Alexander Gill} and {Md Farhan Ishmam} and {Xuyen Nguyen} and {Neha Bhat} and {Parker Henry DeYoung} and {Fateme Hashemi Chaleshtori} and {Nathan Stringham} and {Kenneth Marino} and {Ana Marasović}},
  year = {2026},
  eprint = {2609.30604v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.30604v1},
  note = {First published: 2026-09-24; Recorded arXiv version: v1; Recorded version updated: 2026-09-24T22:36:10Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.34769", "catalog_review_status": "curated", "catalog_scope": "adjacent", "identifiers": {"arxiv": "2609.34769"}}
@misc{arxiv_2609_34769,
  title = {{LongPuzzleBench: Evaluating GUI Agents on Long-Horizon Visual Puzzles}},
  author = {{Bingo Zhang} and {Haochuan Lu} and {Zongjie Li} and {Genjian Li} and {Ari Yu Zhang} and {Chaozheng Wang}},
  year = {2026},
  eprint = {2609.34769v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.34769v1},
  note = {First published: 2026-09-28; Recorded arXiv version: v1; Recorded version updated: 2026-09-28T09:49:25Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.36923", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.36923"}}
@misc{arxiv_2609_36923,
  title = {{PrecogUI: Proactive GUI Agents via Pre-cognitive Simulation and Experience Retrieval}},
  author = {{Bin Kang} and {Jiarui Ouyang} and {Li Jiang} and {Bin Chen} and {Zhuotao Tian}},
  year = {2026},
  eprint = {2609.36923v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.36923v1},
  note = {First published: 2026-09-29; Recorded arXiv version: v1; Recorded version updated: 2026-09-29T07:41:34Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.07118", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.07118"}}
@misc{arxiv_2610_07118,
  title = {{AMBER: Training Long-Horizon Web Agents through Append-Only Memory}},
  author = {{Chinmay Savadikar} and {Zhaoyu Zhang} and {Mingyu Zhao} and {Shuang Xie} and {Han Li} and {Tianfu Wu} and {Lingyun Wang}},
  year = {2026},
  eprint = {2610.07118v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.07118v1},
  note = {First published: 2026-10-05; Recorded arXiv version: v1; Recorded version updated: 2026-10-05T17:11:07Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.11050", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.11050"}}
@misc{arxiv_2610_11050,
  title = {{AgentHorizon: Evaluating Agentic Judges for Long-Horizon Computer-Use Tasks}},
  author = {{Xing Han Lù} and {Dheeraj Vattikonda} and {Sina Hajimiri} and {Fatemeh Pesaran Zadeh} and {Parishad BehnamGhader} and {Ghazwa Darwiche} and {Amirhossein Kazemnejad} and {Christopher Pal} and {Alexandre Drouin} and {Siva Reddy}},
  year = {2026},
  eprint = {2610.11050v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.11050v1},
  note = {First published: 2026-10-08; Recorded arXiv version: v1; Recorded version updated: 2026-10-08T01:03:48Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.17710", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.17710"}}
@misc{arxiv_2610_17710,
  title = {{Adaptive-Group Process Rewards for GUI Agents}},
  author = {{Zirui Shang} and {Yang Liu} and {Xin Shu} and {Zhi Gao} and {Xinxiao Wu} and {Lifeng Fan}},
  year = {2026},
  eprint = {2610.17710v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.17710v1},
  note = {First published: 2026-10-13; Recorded arXiv version: v1; Recorded version updated: 2026-10-13T04:37:18Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.18067", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.18067"}}
@misc{arxiv_2610_18067,
  title = {{WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution}},
  author = {{Hang He} and {Linting Wang} and {Guanming Liu} and {Bo Mao} and {Jinxiu Liu} and {Yiran Suo} and {Maosen Zhou} and {Zhiheng Xi} and {Guanting Dong} and {Zhou Shao} and {Rui Zheng} and {Jie Zhou} and {Chengcheng Wan} and {Tao Gui} and {Qi Zhang} and {Xipeng Qiu} and {Xuanjing Huang}},
  year = {2026},
  eprint = {2610.18067v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.18067v1},
  note = {First published: 2026-10-13; Recorded arXiv version: v1; Recorded version updated: 2026-10-13T09:52:02Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.18784", "catalog_review_status": "curated", "catalog_scope": "adjacent", "identifiers": {"arxiv": "2610.18784"}}
@misc{arxiv_2610_18784,
  title = {{Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents}},
  author = {{Yuchen Lu} and {Julian McAuley} and {Lei Zhang}},
  year = {2026},
  eprint = {2610.18784v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.18784v2},
  note = {First published: 2026-10-13; Recorded arXiv version: v2; Recorded version updated: 2026-10-14T04:46:42Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.22408", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.22408"}}
@misc{arxiv_2610_22408,
  title = {{ECHOES: Seeing Beyond the Current Image via Recursive History Compression and Privileged On-Policy Distillation}},
  author = {{Tengda Guo} and {Jiawang Hu} and {Yifei Tao} and {Yin Wang} and {Haotian Hu} and {Fanyi Wang} and {Liujuan Tang}},
  year = {2026},
  eprint = {2610.22408v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.22408v1},
  note = {First published: 2026-10-14; Recorded arXiv version: v1; Recorded version updated: 2026-10-14T14:39:41Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.26828", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.26828"}}
@misc{arxiv_2610_26828,
  title = {{Agent World Model in the Wild: Computer-Use Agent Environment Synthesis}},
  author = {{Zhaoyang Wang} and {Qianhui Wu} and {Haorui Wang} and {Simon Yu} and {Baolin Peng} and {Canwen Xu} and {Hao Cheng} and {Wenlin Yao} and {Boyi Liu} and {Yite Wang} and {Jianfeng Gao} and {Huaxiu Yao}},
  year = {2026},
  eprint = {2610.26828v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.26828v1},
  note = {First published: 2026-10-19; Recorded arXiv version: v1; Recorded version updated: 2026-10-19T17:55:35Z.}
}