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Paper Citation Record · LEDGER

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

As of 20 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 11 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 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:40:24.941993Z

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.373924Z digest=sha256:bd379c4b1ae2a49f47f0505e004eb9011411633624233431371822e08425ce5c

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=pdf_text observed=2026-08-07T04:35:36.421668Z digest=sha256:93c1278d893ce49b04b677995427601c084035ac18897e9d265b2d20d0dc2f04

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:df490908776a76a2534fbaf49088c948bf9f95a0bb992f6dece0171c6efc7819

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.610714Z digest=sha256:32a788ff5974346b4c839f3e2335c97206e9bd56eb3061c0a64e0dedcc0ac3ab

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.675559Z digest=sha256:e9f8f72e1f27e24e19728840c585ec65005202294fe555eff8546f76f6dbc82e

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=sha256:521bf2d34239474dc0986e66bded6012d961d4502c0d003aac44d321331e09f6

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=sha256:70d08192e905d7914cc3dc1b2a7079bfdd89cfcb37db15b3136b9712573950a1

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:36.964366Z digest=sha256:c300d2ba39fbc8c6ea6c176ebf10d7c31dd3b5d7421e94edc6e60b3dc1078d53

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=sha256:230e8ebc671f9406d1d8d258bd5ce4dd8ae70f848920e03d0a089904f54f35c9

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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source=pdf_text observed=2026-08-07T04:35:37.188002Z digest=sha256:067eeef9c1730c5719fdb9ea95fd413172f1d53111a6455444f0203a744c238c

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:37.254219Z digest=sha256:4c0cb41701393048abe56f9c6c8343d688e6d47b1a92c188d1c8641bec9f272c

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:b5ed213f15e18e1923cca471aa3cacb0a94d942aebab200d8894e8c61214c345

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:37.400433Z digest=sha256:7a26758cf0a2a914fdc0332bfffb3557417df47d77be856ee2dfab3bf9487f8b

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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source=pdf_text observed=2026-08-07T04:35:37.470789Z digest=sha256:b6eb3ec3b4f9ec0c1eae644208aac03c8b6dc23076d7d3ceb0b467125ac14117

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:37.539050Z digest=sha256:310d78f9ae00cc28fff1381fd3b3309b4ee3f0ab9f460ddd155e854c23231668

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=sha256:5dfdf7acff2b3be5ede7ead5b3b2a2d0449c1e9f4404a5de6f6151f5c2861cbe

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:37.750842Z digest=sha256:9b16abf14ba8e0db5fe3e5766a72339308a10b1ed44f128cbda8b2c2ad4fd35f

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

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source=pdf_text observed=2026-08-07T04:35:37.852933Z digest=sha256:9c73d6388b8ce5547a528283c4619c3b68c2c27b5ee09f5a88b762fc707a5f50

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

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source=pdf_text observed=2026-08-07T04:35:37.948263Z digest=sha256:f65f101c721eeaece34f1159e9a38fcbb82ec69a39286212e1c09bd73b132487

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

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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=sha256:24d9fb45ac8f90aead52f8f8e8e2a2b8a6522ebd1bce46a5c4f3bcf88edaedbf

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=sha256:3f0ef047c3d0cac934d717a02a3b35cf75e165774d7f627e441deacbb9bcd70b

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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source=pdf_text observed=2026-08-07T04:35:38.188973Z digest=sha256:0ea078e58e5ff0007e3ef3f9f77122a42d06141eb72c8aab7c944f7415f70cb4

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=sha256:6d617e8a5aaeef5925857ab64cfbfe33d95010c9093c7e848619e5421ee4ab5a

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.344893Z digest=sha256:a0932c81797c93ea9db7d70018a6627968d8a62187e670b5b1d4f90861691483

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:38.375236Z digest=sha256:9c16cdab5936c30a74057259368eb3e996faa3bfa7249dee7cea33dc2d637304

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:38.573293Z digest=sha256:4f2fe24b1091a40fc4a82d6566bced1d7a95a492e0f97e17a0d4c0b16d7d2877

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:f7864a5753d7e4a483a1383a183ea25b69bf1119d800c181ae64a4b4e5fe7aaf

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:f7df63d3be44370d2477ff3b146d9860e2a0f72379f877090175dbeae99c7c80

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

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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=sha256:999532cd435ef47fe38d931aa92da1e23aa0327ae99f38443729c03c0972adf1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.213229Z digest=sha256:768f08cb851e8aa54013a28ab363c71acafa07c08dfa6be85ec4909ee1dd67e4

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=sha256:0bf9ec597911ebcd6cc252cc815fa0e87981b16948d9c56011ba543b5ac447b1

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:35:39.220141Z digest=sha256:2ff257612a90b0afd102a84a3f577baa334add17717b06b696f10db2df6f2e03

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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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:a90003e77168475b66190c51b913797909d86f50871227769a74be58d74d3d9d

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

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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=sha256:5f4dbe65013ca6efc39b8da5bafc3b729f77a39bb86efcc165b5dc18495b33d9

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:ab22914df3ae6ff8b4374f3765b454c9c024ef37aa917358a3d5f2b90d089fb7

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=sha256:41fb9403f48bbad32f460e8c794ef815635bc76427b989230ce4297c7b2d0a5d

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:d25b944e8d1a901aa1b84aa098103147d38de9ab2d013eb678f66b979bacc3c4

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:a8061d97b3cfb1e9d374032a349b731d2ceb9a120b2efd3591cb9a09f3b946eb

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=sha256:51aacf7da227e4398b7d949d61f188074dc4f7cae6c2f6b62cceb17068286d22

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:b35777b4968a398d0405b63059b17851333dad02089821dd81af1eb984f06437

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=sha256:7d353ea5d6d2c8e97bdd8d6b80326a95c0004fa0d0252cb30b568d5f3ab2d3fa

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=sha256:4e3a5b27d920b58c2943b0a441af4d7799317a5bffdf38f18935341aca06e1c1

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=sha256:934985cca56e4d920e89b025a9760453d8a580a88fe8193ce67652079d457a43

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=sha256:95c972098d659002c13ffb048c69a610d0ae4ad1a76b2f5c07a4dc2c0c13d8f9

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=sha256:5ec79dc6aede264b6bb06dc17f846548b7537878360c156d798eb9a507fdce08

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=sha256:40f96dbc264a7679eec7cc480f791cc71161852f94025439da25bead223e1a89

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.274385Z digest=sha256:4d23934d1227712d43c4537d696009d3d7d010ef140d6f485f059f2e0241f347

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.277863Z digest=sha256:abc56d4564e54187ff52c277905b85df27a57a913ac4016e62a18d80eb819a55

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.281194Z digest=sha256:70b0964bd91bfefd6e604b06f939f7bc7c4b2f7f91d48f1acd81c56373ebadeb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.284473Z digest=sha256:4fc6c65e93f7d612101eb24fc2896459a9f062e59b32fb285899e95acdf21b2e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.287610Z digest=sha256:5a44548de4cb980be5181726c117b7f39cb2ca1e0ce8ba0aa5c26c9eda57fef4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.290823Z digest=sha256:f78da448ad015ae295e383d8ef8a24c5e0f4ba577ce07d1ced433a04fe17c50c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.294566Z digest=sha256:b8470918ee0704cfe38239b6d5b61a93682895ec758f8f16cbd599169475b3ef

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.297662Z digest=sha256:830befb5701e9e94e738a10a6c361816a6f87c8bf3ec3f127d3c148478636cd3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.300913Z digest=sha256:ef0d670b07b119393171b14b8b4bee3a909c604203c9132767c0221e9e5dff50

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.304330Z digest=sha256:b26ceba0ac05b403ab71ca5534445ac2966cafc2eac37c27273572fd37d0baa2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.307865Z digest=sha256:6f811963a7a5427e286da71ea538537bd89f30521b17ae957765d62eae0696d6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.311271Z digest=sha256:57298f00558cd2eff6564cce3e824487b8f89e8c40b05f76d5439894912c53d9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.314781Z digest=sha256:27afdbc3915cdf49b0653421d19437ec92ee3452d23195631d94657d7d413fa8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.318150Z digest=sha256:7a9300cbe8e5d776355231891b0953386dfd8e5104fd267e9e2092d4bc53e6e7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.321198Z digest=sha256:46b53efaa6f99313e07393c5c6bc7ef0f4f370674f0b51505991f9edf55ea383

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.324826Z digest=sha256:293634d52c2eaf1e2cf8c44224d5274ed1cd8bc89295c7f0b08f7e1b322fd783

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.327949Z digest=sha256:e24efffae8baa53b6b8ff0190a05a0e16ce72b5e20634717b70b1dc0ee7eece1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.331194Z digest=sha256:e94c7b3304bd7d9daa1669c1e9f139cbd9376923decfce0eeeb1c187b4128aae

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.334111Z digest=sha256:1e9689d24139058ac1f8fef28ed3bb29a407af2243fc86c57a5271fa1ae1b71b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T04:35:39.337576Z digest=sha256:ea3ebf692f7a7ab4f6522b2ea9f62d87ff79b8b7f9d4432901a3397ba78d2624

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=sha256:6f71b16f6ce96b0656be908c1779ceb1e7451689cc08bc92269c01e70abdb21a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-18T03:38:30.442712Z digest=sha256:ec7f4acc59463d8a5adc5df9894a76c6d88b3258df8ccf6c41f8ec6a61b1db1d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-16T14:32:36.257645Z digest=sha256:7c5ca5c94c80c0ffe0665da707cc8718ecaff96dfc2c349becd68c4e3c9bd180

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T19:05:36.511150Z digest=sha256:8151786a00f56674e2b6d8fcc99d95838190300b37a7f109cb86fcaf498e11fb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T05:59:44.669877Z digest=sha256:5c1759dee9afaf4cd2017c1dd50612959a1b30eb7e2b790bde1c5a54f5423ff0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T21:31:20.079403Z digest=sha256:7036ecb44780bf88326c59a72e4b56c92f7107487145a8ce010eea054f365225

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T06:05:52.461348Z digest=sha256:ee1b6c43595b4c5f711defa06cd374ae4591e92f513003034b9d8c8825a7c3f8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T16:52:05.565650Z digest=sha256:751abf3e888ea29021f4be5e5ced029db3ef482de4f3fc744f7dd435a1a4a8ea

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=sha256:9fca19e6f6beacaabc562359911495b39c6cf3a770b8a0760ad346288a34722b

Observation 2bd4a431-dae1-4ff0-bb01-5d1d6c9b0966 · inbound

Software Engineering for and with GUI Agent cites this paper.

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

Reference 262

Resolution
unresolved
no resolver link, observed 2026-08-11T20:19:16.116333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:19:16.116333Z digest=sha256:864255a3767e8335cec8c602617ce0815800038cec116dd776671db22d9efbb4

Observation 00c1be27-e6e5-4c33-803c-7677ae6ca46e · inbound

SkillLens: Visual Skill Cards for Retrieval-Augmented GUI Action Prediction and On-Policy Distillation cites this paper.

SkillLens: Visual Skill Cards for Retrieval-Augmented GUI Action Prediction and On-Policy Distillation Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T17:40:24.941993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T17:40:24.941993Z digest=sha256:4d8baefaaec79af13663d4af84b2833b3c069df1604536c1552b4cb1f7167c0b