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Paper Citation Record · LEDGER

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

As of 9 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 9 inbound Pith citation observations for arXiv:2506.10387.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.10387 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:35:39.337576Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:09.184463Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T21:35:04.527792Z

Reference resolution

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy13
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e489d3cd-95d5-4c4a-bac7-45f9a4856361 · outbound

This paper cites Agent S: An Open Agentic Framework that Uses Computers Like a Human.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Agent S: An Open Agentic Framework that Uses Computers Like a Human

Reference 1

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no resolver link, observed 2026-08-07T04:35:36.373924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.373924Z digest=sha256:458a18bf1b7878cfa0a3d7f646106c84ea7f647a432f39ab4d3f6debdb3e7e45

Observation 38625c64-1abb-46c8-bbfc-1fb20d0bea29 · outbound

This paper cites Lion: Empowering multimodal large language model with dual-level visual knowledge.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Lion: Empowering multimodal large language model with dual-level visual knowledge

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T04:35:36.421668Z digest=sha256:dc88800e7dbb6e38792fbf44255191520bde891c05a7fff241c3f9a5c2a014ba

Observation 4a9b932d-05de-4e52-b639-c019cbc7ca61 · outbound

This paper cites SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 3

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no resolver link, observed 2026-08-07T04:35:36.488286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.488286Z digest=sha256:bad1f21eceae0e1e0a1bfd721e5b2578789213c5dc6614efe1cdd4d5cbc02ddb

Observation 9557c1a2-1b2d-4d38-ab05-4f2d0c8d2161 · outbound

This paper cites Mind2web: Towards a generalist agent for the web.Advances in Neural Information Processing Systems, 36, 2024.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Mind2web: Towards a generalist agent for the web.Advances in Neural Information Processing Systems, 36, 2024

Reference 4

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no resolver link, observed 2026-08-07T04:35:36.610714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.610714Z digest=sha256:d71b5cf84ba693b949e470d59362eb426ebb885426ab9d748787cf74a310f2a8

Observation 77fc636a-8af5-4362-9d75-3febd07cdabc · outbound

This paper cites Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining

Reference 5

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no resolver link, observed 2026-08-07T04:35:36.675559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.675559Z digest=sha256:cb1cdbd4bae19bb3d97f203bdb7c13b58ab7214b892587d356487336fd8ed406

Observation 1e3f8a78-2746-43dd-90e1-a4e0c7942f8b · outbound

This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 6

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no resolver link, observed 2026-08-07T04:35:36.780024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.780024Z digest=sha256:91dda3a083bfcdec1d2dcaf32b8419e54d6ea39e559f0d969afaa2accdce228d

Observation bbc08041-745c-46df-87fc-e8f3aa7f91b3 · outbound

This paper cites Studying Large Language Model Generalization with Influence Functions.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Studying Large Language Model Generalization with Influence Functions

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.870653Z digest=sha256:0d2c2b7357a3d8f25c5ca330d3b92f4458b6cab4d315636c49199f483fa84030

Observation 6d7a11a0-0d37-4a6e-ae10-446a964c1078 · outbound

This paper cites A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Reference 8

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no resolver link, observed 2026-08-07T04:35:36.964366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.964366Z digest=sha256:dcd4ef03f775e3f56633057d1238e3ea6b4bda6324c2496a4411015baef58266

Observation 6edb2c4a-f021-466e-bd4d-4465c97e4006 · outbound

This paper cites Reasoning with language model is planning with world model.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Reasoning with language model is planning with world model

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.091894Z digest=sha256:2c3a20ff8436fcb53216f076f29fba4448507c44075cfd98679521f3c7e0137a

Observation 280c1b62-1634-4bca-b791-3b7899782508 · outbound

This paper cites WebVoyager: Building an end-to-end web agent with large multimodal models.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills WebVoyager: Building an end-to-end web agent with large multimodal models

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.188002Z digest=sha256:a1dc0971a484182cd4639cb53719a45d90fb86e7509987a4e2544d6596f224df

Observation 0a27ccf8-1044-4fd2-9444-2c4070ab17a0 · outbound

This paper cites The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use

Reference 11

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no resolver link, observed 2026-08-07T04:35:37.254219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.254219Z digest=sha256:7aa6c3937cba8986f4d4a2a184dee0d691e213f55cee19df0c4a121db7f673cf

Observation ab40e611-5892-43ed-a3b6-c246f654a123 · outbound

This paper cites GPT-4o System Card.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills GPT-4o System Card

Reference 12

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no resolver link, observed 2026-08-07T04:35:37.332910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.332910Z digest=sha256:d62e7488c138386b836a0d6b55d05fa306e6f8e3209ed6b05546e65b630163f1

Observation 3e49bf01-9475-45d1-b352-cde7b6dc624d · outbound

This paper cites Autowebglm: A large language model- based web navigating agent.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Autowebglm: A large language model- based web navigating agent

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.097308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:37.400433Z digest=sha256:64b28f66239c7b62330912654e9c769ecab3d9a11fe79820e89d25493ba57054

Observation c806e588-840b-4ec9-ac01-acf568e9e88e · outbound

This paper cites STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization

Reference 14

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no resolver link, observed 2026-08-07T04:35:37.470789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.470789Z digest=sha256:a2cdf1ad5e92ed534783bf5606ab2df6d5bc6fb7575d0f7ed07a6cac16d35544

Observation 54a835ec-15ba-4edf-a79b-45b5d45c5170 · outbound

This paper cites Lion-fs: Fast & slow video- language thinker as online video assistant.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Lion-fs: Fast & slow video- language thinker as online video assistant

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.087757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:37.539050Z digest=sha256:e5a04b275d572560652d222cab2cee477201e0ba99eb22469738939666589366

Observation c9cff13a-acd3-4ef5-88a0-f58231a62bdc · outbound

This paper cites Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks

Reference 16

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no resolver link, observed 2026-08-07T04:35:37.617139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.617139Z digest=sha256:e941f27e9c015fd22f48fdb8158bda3c0dcb61392a3e41e37054d7ea0c150804

Observation d328e6dc-31d9-4e5d-8e62-7827b70fb8b7 · outbound

This paper cites Optimus-2: Multimodal minecraft agent with goal-observation-action conditioned policy.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Optimus-2: Multimodal minecraft agent with goal-observation-action conditioned policy

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.078437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:37.750842Z digest=sha256:3a3df18b8f899b53aba18afbc2e9ef15c17daf73802447faf8b4316ad471a69d

Observation 724286dd-ae78-44e9-933c-1dde9906242e · outbound

This paper cites Showui: One vision-language-action model for generalist gui agent.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Showui: One vision-language-action model for generalist gui agent

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.852933Z digest=sha256:fe3fbf4a0208aa06012f292b682839f4422e7d2961e33dc21c7a0996757dbc5d

Observation 7cf47b93-f36b-4821-adfb-992a8773998f · outbound

This paper cites Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.948263Z digest=sha256:cfcc4763c49792da5054e17fd2c2363b695e23b33d4945c335df8bdd5433d37e

Observation 1a67c5e3-bd67-47cd-8664-54f3b2dbccdf · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills OmniParser for Pure Vision Based GUI Agent

Reference 20

Resolution
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no resolver link, observed 2026-08-07T04:35:38.036889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.036889Z digest=sha256:82c300a357c55c10b1096121fec972e23ffa71516c22de84321a51217388eb78

Observation c557f574-cd5f-4568-a1f6-0d5cb0f5cb53 · outbound

This paper cites WebCanvas: Benchmarking Web Agents in Online Environments.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills WebCanvas: Benchmarking Web Agents in Online Environments

Reference 21

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no resolver link, observed 2026-08-07T04:35:38.103908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.103908Z digest=sha256:94a9f8dc645a65639aa130440963caabcd8253957cbfcae456d87a7145825438

Observation d396d9ce-92e5-4a31-9caa-dee79116d626 · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.188973Z digest=sha256:9957851ff981ce50dc6ba449faab6b849f64f69a98b05e82eee1c295d1951637

Observation 6debcb53-898c-4f91-a74a-84e31571fd06 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 23

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source=pdf_text observed=2026-08-07T04:35:38.256611Z digest=sha256:f55e76de5a7bb7533848456fbe2a5318e40e464475efc647ba388809ec418895

Observation f9a29588-49b6-435c-ad5a-5222f7beb8f2 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 24

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no resolver link, observed 2026-08-07T04:35:38.344893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.344893Z digest=sha256:cad4fbff46fa0d24d2f76e8f758abf12d8caa82bc14272ccc4db84dc14e5fac4

Observation 6019e9a9-1267-4167-8e94-165c1ccde2c9 · outbound

This paper cites An- droidinthewild: A large-scale dataset for android device control.Advances in Neural Information Processing Systems, 36, 2024.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills An- droidinthewild: A large-scale dataset for android device control.Advances in Neural Information Processing Systems, 36, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.062246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:38.375236Z digest=sha256:c92879e35828966699c7b316196a27455e06454fcb746470986848139ea101ec

Observation dde53622-1195-44dc-bc1e-3d24332b4d75 · outbound

This paper cites MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models

Reference 26

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no resolver link, observed 2026-08-07T04:35:38.573293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.573293Z digest=sha256:17932c9a8cf57bff8e4c9e5283d156e6ad7438a128de72956ea05b6f01cb1b86

Observation 49445ee3-874e-4ff8-8a56-83fa618399fe · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36, 2024.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36, 2024

Reference 27

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no resolver link, observed 2026-08-07T04:35:38.749494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.749494Z digest=sha256:145bcadb1ef2d27dbcfe1e50b66a047d0cb2846925944fddabc39e709fee3bb6

Observation 979d5a7f-7f3d-4b3a-bd03-ca77d0173ccb · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 28

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unresolved
no resolver link, observed 2026-08-07T04:35:38.963929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.963929Z digest=sha256:88cd2582fe520aa6f33398a90d368327a3db176a998afe0edc1c028a8c2d4a46

Observation 5fc0490f-e1b4-468b-856c-372a7a302965 · outbound

This paper cites AndroidEnv: A Reinforcement Learning Platform for Android.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills AndroidEnv: A Reinforcement Learning Platform for Android

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.128964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.128964Z digest=sha256:0a3467be892a8216e464e42d5f34ce759f82566c92dbbb3647cbdd24d67ad3e9

Observation 2f199c6a-adb7-4bd5-9ba7-75d83fb745de · outbound

This paper cites Neural representation of abstract task structure during generalization.eLife, 10:e63226, mar 2021.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Neural representation of abstract task structure during generalization.eLife, 10:e63226, mar 2021

Reference 30

Resolution
verified exact
doi, observed 2026-08-07T04:35:39.370631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.213229Z digest=sha256:1b6a81150cce28f485ce3c30ca4b1ef3a00b2f75798fcd268ada11a813df1d70

Observation 5e29149b-df8d-4695-837d-e73c8eff380e · outbound

This paper cites Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 31

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no resolver link, observed 2026-08-07T04:35:39.216881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.216881Z digest=sha256:5bd0caa3c84651f464fc4388cd5a53c5a2f8cc6ab74323b72f43adfc4e0ca52a

Observation 70151fe8-aec0-4c69-9510-0a5bc0664328 · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 32

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no resolver link, observed 2026-08-07T04:35:39.220141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.220141Z digest=sha256:1144a90cc853c37c75cc345649e33dc9fb254a2ca28c9f10da2fd85cd7e1dc71

Observation d9713747-9cf2-445b-a745-38976bea5c90 · outbound

This paper cites Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks

Reference 33

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unresolved
no resolver link, observed 2026-08-07T04:35:39.223588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.223588Z digest=sha256:b00497ddab8ff6bb76641299ca88274b3880c7e870e607cea275ecc08a3ecfc8

Observation 9a1e0d92-c3b1-4004-8e97-c53af65db3b8 · outbound

This paper cites Agent Workflow Memory.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Agent Workflow Memory

Reference 34

Resolution
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no resolver link, observed 2026-08-07T04:35:39.227361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.227361Z digest=sha256:010284de42b197e765985fc3e05603e3561db54b806e76bb254a3c036ad738b5

Observation 30cb8b72-40d7-4499-b1ba-2927dfdea34d · outbound

This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 35

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no resolver link, observed 2026-08-07T04:35:39.230664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.230664Z digest=sha256:55a4d82bfaca53147e39dd927c1e451dbab3cc7c4e01076092e09e741c3a43b4

Observation 748063cf-f4f5-40e9-96b4-799334e278e3 · outbound

This paper cites GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.234101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.234101Z digest=sha256:451af01ed9560abcb12acb3d84305a42b081fe6536d89ca00fcf53c2a31c21a1

Observation 74b3fa9a-365a-4482-98b3-6fcd528a75cc · outbound

This paper cites Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.237554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.237554Z digest=sha256:31658e5e024886b7424f4699b775daff280ea23cb855edc3a05c9619aaf410d4

Observation 0993fafe-e523-412d-b40d-c1c418a97dd1 · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.240831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.240831Z digest=sha256:b90a05b9174521c10df92cf1fe2a793396b1b262d29e151159edcf0b5d16528c

Observation 8e29aca9-a603-4fc7-999d-49e0b1713ff3 · outbound

This paper cites Aria-UI: Visual Grounding for GUI Instructions.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Aria-UI: Visual Grounding for GUI Instructions

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.243609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.243609Z digest=sha256:fe18d50faacb65b694a8dcd26d3d4b5f1e76974f64d767ee952d67915e4ab1c1

Observation 6f4af138-b9ac-4cdf-b1d3-352da516eda2 · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills AppAgent: Multimodal Agents as Smartphone Users

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.246540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.246540Z digest=sha256:99c15fb8ed8752fb762b109edec332b7d4764dc38b7b4287998a265df8c6a785

Observation ccab1c9e-0021-4487-9100-c6773c951251 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills ReAct: Synergizing Reasoning and Acting in Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.249658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.249658Z digest=sha256:3cf037aca4baa4615e3bad7a793c18c3f8ec683291b1050cce35faeafa5e823b

Observation 7dda6894-0b86-43df-bd5b-8aac38e9d906 · outbound

This paper cites Large Language Model-Brained GUI Agents: A Survey.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Large Language Model-Brained GUI Agents: A Survey

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.253170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.253170Z digest=sha256:61e931c954b15bb0651305c5a8b7e9ce585ba65f831b4a577a3bec0ad3fbfb04

Observation 2e0b0486-86dc-4c00-ab30-1b86f35160e8 · outbound

This paper cites On the Out-Of-Distribution Generalization of Multimodal Large Language Models.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.256283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.256283Z digest=sha256:4a1c9ebe8aab521de16bc9cd980f4dc6326897a65867f2f61c972fd2e4c5664b

Observation 14ea2d07-feb1-4b1d-90b2-3989b43dcdde · outbound

This paper cites Attacking Vision-Language Computer Agents via Pop-ups.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Attacking Vision-Language Computer Agents via Pop-ups

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.259264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.259264Z digest=sha256:3c4ba9919d5e979b62c5fb769e8783cd39d3a948fddffd87f7f3036a650951cb

Observation aa3408f9-d6dd-4904-898c-8160b9445493 · outbound

This paper cites A Survey on the Memory Mechanism of Large Language Model based Agents.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills A Survey on the Memory Mechanism of Large Language Model based Agents

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.266335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.266335Z digest=sha256:f54e073352029f4f0353c56e1edde05a6bf1fbc4a13df062b559e06d46c9bd00

Observation ab08ef53-c569-46a9-bf5e-3a79031a501f · outbound

This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T04:35:39.270550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.270550Z digest=sha256:85167b5da59ee63b136abdff163b1a6ec04efb7987b2b33e5f1f9e00c5dff83a

Observation 55877697-bca3-4d4e-821a-06af13bdc0d7 · outbound

This paper cites Synapse: Trajectory-as-exemplar prompting with memory for computer control.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Synapse: Trajectory-as-exemplar prompting with memory for computer control

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.045560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.274385Z digest=sha256:376b93bc2d749e6324eb88ef4a5a811cbb8c066147971e0beabcaeb6627fd4a9

Observation e8634fdb-fc3d-499a-b372-49fc978e83f5 · outbound

This paper cites Input basic information, Name is Noa Fernandez, phone number is +13174092855 Tap Name: ContactManagement Description: The ability to add, edit, and manage contacts within a contact.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Input basic information, Name is Noa Fernandez, phone number is +13174092855 Tap Name: ContactManagement Description: The ability to add, edit, and manage contacts within a contact

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.035597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.277863Z digest=sha256:9ee42f6472c7664c74c784e31c213828e7601456e235da5341aa3e89596508a7

Observation 3ed41410-c536-4fc7-a4a8-a71cf7b014db · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:40.025878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.281194Z digest=sha256:6ecd0819e6d13152c6407c3cb7bf8dadc8918f4ef21a0f5a84982d7a2dde4794

Observation 653c1e6e-6148-4356-977c-f8884c31aaa4 · outbound

This paper cites The squeaky wheel gets the grease.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills The squeaky wheel gets the grease

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:40.016349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.284473Z digest=sha256:5739e1573da22b7be3e2956eee4d5f4cc3a2690c51f2941b6c5cbc480e391ad8

Observation 2c914df5-237e-4f5b-8021-7fea1035beed · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:40.006301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.287610Z digest=sha256:2d6f4eb8399b8b6fe25cb1de63727c4f8e307306f26dd73652a846d6ce18aba6

Observation e3beb1da-704f-4dad-9cab-8631d655b37b · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.996386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.290823Z digest=sha256:0546629ff873f9d6b124f302120147566ca8da89aa9fe47fac8d77753a63f8a7

Observation 6a8e000d-620c-454b-bc07-8b609de4b83f · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.986535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.294566Z digest=sha256:d3adb537b4584adc4efe9a4d4571046e834510dc9edd2e898df7c2289a49c194

Observation 7c120c44-e821-4eee-8e76-9e9b6b6c196c · outbound

This paper cites # Output Format - Provide the new skill function in Python format.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills # Output Format - Provide the new skill function in Python format

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:39.977993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.297662Z digest=sha256:c599371001cc0cf708e3e774872b5f7a767cd9a55a24f2b47a4c185d24dcc9f4

Observation 636d0ac2-ee92-4f33-8bb1-6214bd7fef9e · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.968365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.300913Z digest=sha256:3611d6bc049379717a1faf350b072ba96ce6a0b36c4c39f41096ca7bebaa8b6d

Observation bfdd102c-8168-4688-9a8f-8439922f13e5 · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.958717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.304330Z digest=sha256:bc1db112e55ffbb9147dd60d6db85dfcd295fecb54559334300d5e5d4f8fea03

Observation d6013a28-6db9-47a6-b3a0-09579b14ee45 · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.948585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.307865Z digest=sha256:608ff3c20b4d0dd7552830931e3ee58c114482005f68fb8fa9e5ecc6e6197890

Observation a6330507-2036-49af-9b73-112012162b0b · outbound

This paper cites New Skill.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills New Skill

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:39.938524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.311271Z digest=sha256:502c24ee205abfeac4447b9afef2a21ed2b1b54caab8e7371b513e01b8b877e2

Observation c7207062-8af0-4ecf-a472-7e3a46b97d05 · outbound

This paper cites abcs.txt.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills abcs.txt

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:39.929443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.314781Z digest=sha256:41ec8d81526e95c535be7e5a569b86ffa7dbea1e22e71ffc08b25a4464857fbd

Observation 9bdd1dd6-3438-4742-a6f4-e6fcfe5bc504 · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.919110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.318150Z digest=sha256:e78d54f6c2385ecc952862047235a081ed901132924a05e5d11a959a601bbd2e

Observation 6d2063bc-97fb-47be-928a-b86bf61e35eb · outbound

This paper cites Think carefully about the task and skill functions to generate the most accurate and feasible plans.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Think carefully about the task and skill functions to generate the most accurate and feasible plans

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:39.909164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.321198Z digest=sha256:b60814c08ffc8631fa615fd61f37ab3abc0e2a18b424741d826d818a89ea094a

Observation fc3042d1-b124-4272-81ff-360a8d9144e6 · outbound

This paper cites You are an instructor in the Android Phone scenario, guiding the Agent to better complete users' tasks.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills You are an instructor in the Android Phone scenario, guiding the Agent to better complete users' tasks

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:39.897394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.324826Z digest=sha256:7a7fb18bb6bca6dc2c0ede48d58fbf0233516179c02e4505d42c2b9f1d9442c8

Observation d84948c9-4799-404e-9c1d-a311620129e1 · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.885973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.327949Z digest=sha256:4e6b6a3fbba8146a27ecb2774fd7784c1daf897b14a8364432d54dd1f7a46d8d

Observation ed405fdd-4a33-4430-8629-95d8068d53dd · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.875725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.331194Z digest=sha256:90b4ab77f658efcced0b6458610ae7875ed896e3bc80ffe605eac176ccec4f9a

Observation 829513d0-6793-4341-aa66-aaa56bc62d3c · outbound

This paper cites an unresolved cited work.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:35:39.863043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.334111Z digest=sha256:3c5c81232a07e184f1c30cb073ba4672fe8be95282bed35db97ad26c366a313e

Observation ec9d680b-cb31-4897-b693-e35f60dbab97 · outbound

This paper cites caption": ...,.

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills caption": ...,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:35:39.851205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:35:39.337576Z digest=sha256:a317f30931f01fb70f4dcdbae37fa04d8fe688ed6b75d82102937c56c9cecd5c

Pith citing papers

Observation ff4e35bb-e896-4a84-ab7f-91da80ac4f13 · inbound

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement cites this paper.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T01:01:09.184463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T01:01:09.184463Z digest=sha256:8b8941588002205366d5b7a846deacbebd08b84ce3154774b7910d30604ed479

Observation 2b31797f-9489-4298-aad6-9446a3f63460 · inbound

MGA: Memory-Driven GUI Agent for Observation-Centric Interaction cites this paper.

MGA: Memory-Driven GUI Agent for Observation-Centric Interaction Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-18T03:40:50.697643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T03:38:30.442712Z digest=sha256:1297215ff9435dcda941a6314b1a97b6de0be990529c4085b5f4a3a90211bbbd

Observation fa6caf72-3288-4acc-9a38-d9856f0ea147 · inbound

PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records cites this paper.

PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T14:32:59.910842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T14:32:36.257645Z digest=sha256:2e99520da6e6e6a8aa6e90cb93058ef783c87f8053313b5e4c1e3b424ccb4c8d

Observation e7cd7fad-c31e-456b-9ad0-02b140afe057 · inbound

MMSkills: Towards Multimodal Skills for General Visual Agents cites this paper.

MMSkills: Towards Multimodal Skills for General Visual Agents Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T19:07:51.444912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T19:05:36.511150Z digest=sha256:e8faf7f5500a388887da4f5b9a025d20830daf4be647585a39207edf226a3043

Observation e98a0331-4c47-4ed6-9050-1fe57a6eab78 · inbound

MMSkills: Towards Multimodal Skills for General Visual Agents cites this paper.

MMSkills: Towards Multimodal Skills for General Visual Agents Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T05:59:48.223432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T05:59:44.669877Z digest=sha256:3607f6f9ea8f78182d59452b642480405a3650eb298dda5f919d0b188a03dd03

Observation c2f5d302-2ccc-409b-8ec0-593dd6d874ea · inbound

MMSkills: Towards Multimodal Skills for General Visual Agents cites this paper.

MMSkills: Towards Multimodal Skills for General Visual Agents Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T21:35:04.529397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T21:31:20.079403Z digest=sha256:27c386808b5ef45d79b7ced7af909f04889a2f42719cfed644024e7d3d9a6662

Observation b54a7b6e-5d05-43f7-9f8b-6f5a5acbae52 · inbound

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model cites this paper.

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-22T06:06:08.681931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-22T06:05:52.461348Z digest=sha256:25d20f0d874ce001867925b6d65d5a4d4fbb3ff70abe6a319ba51e90df90999a

Observation 11ad7e9d-a6ed-4f93-acc6-ef0e6cf19d17 · inbound

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model cites this paper.

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-06-30T16:54:58.334615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T16:52:05.565650Z digest=sha256:7cd771d7a9a75fed0ab6b5bd0952e8fe0cf07dcf50b9ac9637d687c1aa4f7816

Observation d9af9a58-a63b-4faa-8aec-7080a2e5f4f0 · inbound

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents cites this paper.

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 107

Resolution
unresolved
no resolver link, observed 2026-07-31T14:04:45.691659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T14:04:45.691659Z digest=sha256:d7d2845e5fdea7794bda6a913a46e5c56ce4e6508c099960d399b9900ce23110