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Paper Citation Record · LEDGER

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users

As of 9 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2502.02982.

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

pith.paper-citation-record.v1
2502.02982 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:29:38.559560Z

measured 73 of 73 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:11:18.371502Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T05:29:35.679941Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact4
  • verified fuzzy33
  • unresolved31
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 292f75a0-94d6-4297-88c9-7968239eb718 · outbound

This paper cites Di- giRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning, June 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Di- giRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning, June 2024

Reference 1

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raw_fallback, observed 2026-08-09T10:29:40.300305Z

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=2026-08-09T10:29:38.177992Z digest=sha256:5c6a147081721f174ce5d83e73fe44ebbdd742e50cdba0bf4c87f417523c859e

Observation 119c2789-f10d-41d7-b49c-e5093223419d · outbound

This paper cites MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents, June 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents, June 2024

Reference 2

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raw_fallback, observed 2026-08-09T10:29:40.283734Z

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=2026-08-09T10:29:38.184586Z digest=sha256:42248adf7cecbf4b007ed6cd7a2ca24ca0cbfc6436f924c22fb845b0d2a88fb4

Observation 4c75c8cf-0093-40bc-9715-022322c1add0 · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception, April 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception, April 2024

Reference 3

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raw_fallback, observed 2026-08-09T10:29:40.266936Z

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=2026-08-09T10:29:38.190332Z digest=sha256:dbbc47de0626f66441a5b1b05f475db60114d1b3b9497e9bca1ef67c8192fdc8

Observation 890a493a-45d0-44de-90bc-4fafce43094f · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users, December 2023.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users AppAgent: Multimodal Agents as Smartphone Users, December 2023

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:40.250283Z

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=2026-08-09T10:29:38.195656Z digest=sha256:e9495af944d9d15990559f72f5f9db646cbe5f3257638c61d1417c0f23023453

Observation 2411565a-ffdb-4f2c-bc93-0cf47922b84e · outbound

This paper cites AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents, July 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents, July 2024

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:40.232350Z

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=2026-08-09T10:29:38.201179Z digest=sha256:81925a6461ed167abb534c6132140ca79621cb88dd5cf9bf028338f4f6f9472c

Observation 40b35319-2862-4d5a-9c88-1e37ae95d075 · outbound

This paper cites AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories, October 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories, October 2024

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:40.213007Z

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=2026-08-09T10:29:38.206391Z digest=sha256:dc1ba40b70c0a914d2aae3b9e3f83c1d3d248e7abf8aa98ceebd9f47722021a6

Observation 324af6b5-b880-439f-806e-246f4033390d · outbound

This paper cites GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Reference 7

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no resolver link, observed 2026-08-09T10:29:38.212029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.212029Z digest=sha256:2fb4803d1ce12626f27b6e263a101d840c481876e488c5d9ec9d3671895755c1

Observation 74d34360-807c-430e-8d8d-a036aca6088a · outbound

This paper cites Android in the Zoo: Chain-of-Action-Thought for GUI Agents, July 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Android in the Zoo: Chain-of-Action-Thought for GUI Agents, July 2024

Reference 8

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raw_fallback, observed 2026-08-09T10:29:40.195224Z

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=2026-08-09T10:29:38.217313Z digest=sha256:c2ff6457579c2d4f999a056064429a1ff9c98c4a3cb815b765ea603587c78bc7

Observation 9c6fbe42-26b9-40de-b437-464286f098fb · outbound

This paper cites On the Effects of Data Scale on Computer Control Agents, August 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users On the Effects of Data Scale on Computer Control Agents, August 2024

Reference 9

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raw_fallback, observed 2026-08-09T10:29:40.178235Z

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=2026-08-09T10:29:38.222642Z digest=sha256:f43a1647865ddd017dc86fe135d8d7d157245ef3914523e93ee90e9b767ba7ea

Observation 80d5322a-3ef8-4de1-bcd1-776db9ef2789 · outbound

This paper cites Advances and open problems in federated learning.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Advances and open problems in federated learning

Reference 10

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raw_fallback, observed 2026-08-09T10:29:40.159158Z

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=2026-08-09T10:29:38.228471Z digest=sha256:811d59c86bbab21a82869511147512c06f2fc85255e9acb72c7828e263ac9de4

Observation 5e0f2b3d-24fe-45e5-8680-8f2b0d266a04 · outbound

This paper cites Breaking the centralized barrier for cross-device federated learning.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Breaking the centralized barrier for cross-device federated learning

Reference 11

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raw_fallback, observed 2026-08-09T10:29:40.138898Z

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=2026-08-09T10:29:38.233870Z digest=sha256:93c093b13523c150d94c3511f185eba8f3a541362cef7a13c5b5ef6baf26cd04

Observation 6ee82cdf-f928-48c7-892d-847a0136a441 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Communication-efficient learning of deep networks from decentralized data

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.239020Z digest=sha256:7cbce71fdc86ab25835234ea3529e118fdf033694880edbc2dc432a8532e942a

Observation 65be079d-1eaf-470d-a14a-83a5af221450 · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 13

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no resolver link, observed 2026-08-09T10:29:38.244550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.244550Z digest=sha256:c35ce88dc0afa415f953104a622f7a0f9eaa0e219ec86f97416683f4b54ffd7d

Observation aee36950-4f99-4743-a203-32f61580ae2a · outbound

This paper cites Adaptive federated optimization.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Adaptive federated optimization

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:40.105596Z

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=2026-08-09T10:29:38.249940Z digest=sha256:8f221cb646a9bdcdc226ffea2927ee6f71f654714e1bacbf161ba6d9f051eb0b

Observation b058f722-e20e-4c3a-a706-c63d0a213120 · outbound

This paper cites Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms, October 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms, October 2024

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:40.083701Z

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=2026-08-09T10:29:38.255474Z digest=sha256:9b714ae278f9b28034f82c898b33f6dd209748bf49567e552d0282ff59add545

Observation 11163696-8cc4-47a0-bee7-020ab4821019 · outbound

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

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 16

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no resolver link, observed 2026-08-09T10:29:38.261127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.261127Z digest=sha256:dea2dbd0bfa50b178da3e1382f7e843fe6f60fc2d964b8cf2598d8c38cab2a0d

Observation 2f42281f-8b5a-4f44-8b0f-303ffe19cb48 · outbound

This paper cites CogAgent: A Visual Language Model for GUI Agents, December 2023.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users CogAgent: A Visual Language Model for GUI Agents, December 2023

Reference 17

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raw_fallback, observed 2026-08-09T10:29:40.063817Z

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=2026-08-09T10:29:38.266364Z digest=sha256:758705c4ee0f89e51e3d575445fcac659aa79bd4e0c34aeeefdafca6ebf0c669

Observation 424fee05-0534-4341-bc82-12fb28def817 · outbound

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

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.271950Z digest=sha256:714399106275e0eebc0889b36ac2af52fdbdc6b58ad39735b12bea6b42c3d3f1

Observation 3bd79e01-c2bc-4724-b326-5eb3a1c8b28d · outbound

This paper cites an unresolved cited work.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Unresolved cited work

Reference 19

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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=2026-08-09T10:29:38.277260Z digest=sha256:41c2875ac1ce250fddcaf03278667e2bffdca7c9c52d6fa0b66489582876b017

Observation 0678ad3a-11a7-44d6-a007-b97ffdbe9bf6 · outbound

This paper cites Swift:a scal- able lightweight infrastructure for fine-tuning, 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Swift:a scal- able lightweight infrastructure for fine-tuning, 2024

Reference 20

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no resolver link, observed 2026-08-09T10:29:38.281776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.281776Z digest=sha256:7ab1fb45c7248d87f7644118ec155606842ba137e9b6d4c703c82150eb8adc77

Observation 1f40e499-6a58-48b8-a79f-75e7a3a07e5b · outbound

This paper cites Openfedllm: Training large language models on decentralized private data via federated learning.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Openfedllm: Training large language models on decentralized private data via federated learning

Reference 21

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raw_fallback, observed 2026-08-09T10:29:40.009600Z

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=2026-08-09T10:29:38.287390Z digest=sha256:24fb328dc20e8f5048d99fbf2ef4c40cad31c150d88cba93d695734190f8ba13

Observation 0680c1e8-41e1-45e7-8ace-81e59d0d17bc · outbound

This paper cites Lora: Low-rank adaptation of large language models.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Lora: Low-rank adaptation of large language models

Reference 22

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no resolver link, observed 2026-08-09T10:29:38.292936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.292936Z digest=sha256:543276f7b16f9d29042650001c3eac481850b2270b53b03c742e76d40dc66929

Observation ada331c8-5e4c-47ce-ba32-369d550cbf72 · outbound

This paper cites On the convergence of fedavg on non-iid data.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users On the convergence of fedavg on non-iid data

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.972039Z

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=2026-08-09T10:29:38.298420Z digest=sha256:1df6d810adb351a8dbf6f2c22d2fb09fb5b0d7f39a1b37b1503ae64e74ae5226

Observation b417ed0e-8696-476c-bf32-cb8042eeb39d · outbound

This paper cites Revisiting Weighted Aggregation in Federated Learning with Neural Networks.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Revisiting Weighted Aggregation in Federated Learning with Neural Networks

Reference 24

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verified exact
local_arxiv, observed 2026-08-09T10:29:39.433408Z

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=2026-08-09T10:29:38.304192Z digest=sha256:bcb163c31e43f9088dee22c5b8e0f175ccf5d21b91699a2df78c5f7de7a47d6e

Observation 9126f25a-edc9-4ea5-81a7-b175cd29f291 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.309683Z digest=sha256:9616fc27aacef70fa8ce216e0ed12519a7d3071552d86fb3eed684b815f576b5

Observation ef599b3b-8b81-4133-89b2-13ea952db6d5 · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 26

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no resolver link, observed 2026-08-09T10:29:38.315215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.315215Z digest=sha256:79d45468808c2747eed51f35a703582982e2ec709427123e79fe262f61827739

Observation ddc7b122-e590-4efe-bf25-b609e1978697 · outbound

This paper cites Android in the Wild: A Large-Scale Dataset for Android Device Control, October 2023.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Android in the Wild: A Large-Scale Dataset for Android Device Control, October 2023

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.940866Z

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=2026-08-09T10:29:38.321175Z digest=sha256:96efe95ac2f560140147345b0c4c11b53f47eaa6f318ba0496471e5304725559

Observation 5e5ed294-c247-4912-b01f-042142e7bbe3 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents, June 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents, June 2024

Reference 28

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raw_fallback, observed 2026-08-09T10:29:39.919102Z

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=2026-08-09T10:29:38.326389Z digest=sha256:8634c8a5583174731f5ad6b9b91b6ad31d9be897bbbc8c1dab01a7eb6b5d8fb4

Observation 8d7c220d-a0c8-4d40-ad67-92799c229024 · outbound

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

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 29

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no resolver link, observed 2026-08-09T10:29:38.331865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.331865Z digest=sha256:1f3946bc962d2470cc830b10390f440623b6a9b7d2f029fa7be79bec98837718

Observation b72e8776-d8f7-414c-b3b7-fbb184bff433 · outbound

This paper cites OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis, December 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis, December 2024

Reference 30

Resolution
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raw_fallback, observed 2026-08-09T10:29:39.900834Z

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=2026-08-09T10:29:38.337435Z digest=sha256:2b9447fc3bb724c6f114a3401276d41a43826416da4b74d065f0d14ff891ba72

Observation ad68ec1c-993a-49eb-bdfe-fab8ebfb8956 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Rouge: A package for automatic evaluation of summaries

Reference 31

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raw_fallback, observed 2026-08-09T10:29:39.879565Z

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=2026-08-09T10:29:38.343218Z digest=sha256:dcb3b3ced32f105e2351586bc762a0343db976b63dc7a99dfac2b56a6581a829

Observation b0ad1559-e569-49f5-92ed-af6254f9e5fd · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Bleu: a method for automatic evaluation of machine translation

Reference 32

Resolution
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no resolver link, observed 2026-08-09T10:29:38.348592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.348592Z digest=sha256:3b7ca9445ff9c569dd79e09d8aa6231084b9f1806040f38b4bce2953d93b0a51

Observation 0e29dc6a-62cc-472a-81e9-b97b2decc757 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Meteor: An automatic metric for mt evaluation with improved correlation with human judgments

Reference 33

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no resolver link, observed 2026-08-09T10:29:38.353452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.353452Z digest=sha256:930ba9ee1220f9ac49cdf7b8286a4a41eab343fe52c285869f1bb690b3a79e61

Observation 38a87f4f-addd-4fa0-abd9-39884187b208 · outbound

This paper cites DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents, November 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents, November 2024

Reference 34

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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=2026-08-09T10:29:38.358395Z digest=sha256:9df7c63475bbf7fdd0eae510465036ff745a5229a7edb91c010703d3f70923ae

Observation 5115bb41-7f31-4774-85bc-16bc2f32a1a4 · outbound

This paper cites Dordis: Efficient federated learning with dropout-resilient differential privacy.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Dordis: Efficient federated learning with dropout-resilient differential privacy

Reference 35

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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=2026-08-09T10:29:38.363861Z digest=sha256:906828adee001e60c1d52db800d2f94efbd8c8aea23a893b274f6da44b75733b

Observation 5a34fd58-68c8-481c-b6b2-b599d6ec2d0a · outbound

This paper cites GPT-4 Technical Report.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users GPT-4 Technical Report

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.369023Z digest=sha256:1a8e71ffe91b9c2c342d0baa59dd748e7eae9c3600153fd5559e9bbba141766b

Observation 8d0bcdaa-c8a6-4178-906d-05ecb30b53f5 · outbound

This paper cites SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation

Reference 37

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T10:29:38.374272Z digest=sha256:4ad6cbc483a43f32ba3950b05dc6aa1f638934f26ca8da859552e43907b377bc

Observation b96a24ff-1ea0-451c-9088-0ca11f5e1149 · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 38

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source=pdf_text observed=2026-08-09T10:29:38.379858Z digest=sha256:364d63363a8b7c7d3118a60c21a7721b102c4c27aef3002f6952e689be9bccdd

Observation 09cdc557-a46c-4a05-97c6-d5619b67619c · outbound

This paper cites Identifying User Goals from UI Trajectories.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Identifying User Goals from UI Trajectories

Reference 39

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source=pdf_text observed=2026-08-09T10:29:38.385998Z digest=sha256:f8512076fd209c209f53d6aea6919275ea5f728b5b68a80edb14331c1bce6365

Observation 88780a69-994a-4ca0-bd78-3487caa44870 · outbound

This paper cites Federated optimization in heterogeneous networks.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Federated optimization in heterogeneous networks

Reference 40

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raw_fallback, observed 2026-08-09T10:29:39.795883Z

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=2026-08-09T10:29:38.391343Z digest=sha256:c140c513e74c92e23be3720c14a353e1e9308dd0826c3ce0689e01e3b4a92dd0

Observation e74270f2-f9d6-4e67-b87a-9955a5f062a1 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.396143Z digest=sha256:d553d018aec10fc5177bcfd5d7630d61be5655a32d1f2274d6460b16a313c8d1

Observation 34467a73-7868-4bcc-83b7-0d6f88ecf373 · outbound

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

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 42

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T10:29:38.402479Z digest=sha256:e84e9b3ac2cefae6e91c73884360e1626c0b81ada600b293240b6d4c8c750637

Observation ee252c6d-ba33-47b5-a145-f9ac6aa5286e · outbound

This paper cites Vision-language models for vision tasks: A survey.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Vision-language models for vision tasks: A survey

Reference 43

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arxiv_id_nonexistent, observed 2026-08-09T10:29:39.278192Z

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=2026-08-09T10:29:38.408844Z digest=sha256:a27e6ff1b1baad8ca91b3edceb2dd7ec917ae4703f3292b1d90222e28c230390

Observation 49dd3956-04e7-44dc-a042-0e90ca4b8803 · outbound

This paper cites AppVLM: A Lightweight Vision Language Model for Online App Control.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users AppVLM: A Lightweight Vision Language Model for Online App Control

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.413995Z digest=sha256:8cc281efbc8c9bfa67b42f002bea61edd1dba4b7148983b8c124d3308e1e59fa

Observation e531f06b-6517-40a6-b885-8ecbc2fec29e · outbound

This paper cites Lightweight neural app control.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Lightweight neural app control

Reference 45

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.777298Z

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=2026-08-09T10:29:38.420494Z digest=sha256:1562959f130c832790011818f6ff7af0b671119a95eeac66697239e920514fe5

Observation 05d2c9f8-2101-421d-9140-b7ed72889ed8 · outbound

This paper cites LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.425385Z digest=sha256:747e6e5adc9a9c761ec6c59db2870fc833443606c4bb751233953b88d01f5a9f

Observation ecd6dadb-0969-4028-b5f5-7aae52b87af3 · outbound

This paper cites Llm-powered gui agents in phone automation: Surveying progress and prospects, 2025.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Llm-powered gui agents in phone automation: Surveying progress and prospects, 2025

Reference 47

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raw_fallback, observed 2026-08-09T10:29:39.758736Z

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=2026-08-09T10:29:38.431479Z digest=sha256:32beaed0c8e95fe57e53c39cdb6bd9b60c08afdd23ad9f6e66134e8e13d188dc

Observation af02b59e-b12d-4b70-bc09-a64d2eed23dc · outbound

This paper cites Mobilegpt: Augmenting llm with human-like app memory for mobile task automation.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Mobilegpt: Augmenting llm with human-like app memory for mobile task automation

Reference 48

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arxiv_id_nonexistent, observed 2026-08-09T10:29:39.079637Z

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=2026-08-09T10:29:38.436986Z digest=sha256:991365500ccc293e16dc0ddf0011e3753124415c91388a307d3a23abab437d65

Observation 40405048-baf5-4984-a6d2-d8befb2ccc89 · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users OmniParser for Pure Vision Based GUI Agent

Reference 49

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.441811Z digest=sha256:08fbb503851bb5c52db1728f297787d7f8d55a216a9fd6652e473a7fd1dfec5a

Observation db31edeb-63b1-4847-9c36-862226548588 · outbound

This paper cites Retrieval-style in-context learning for few-shot hierarchical text classification.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Retrieval-style in-context learning for few-shot hierarchical text classification

Reference 50

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raw_fallback, observed 2026-08-09T10:29:39.739595Z

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=2026-08-09T10:29:38.446808Z digest=sha256:9929f68a67512c600132ad2b309a406e74133f27e59a1e749a7cc7c358b6d4c8

Observation d9a63469-7fb4-496f-9571-61903b7c22eb · outbound

This paper cites Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning, August 2021.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning, August 2021

Reference 51

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raw_fallback, observed 2026-08-09T10:29:39.721261Z

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=2026-08-09T10:29:38.452002Z digest=sha256:3ca162b0eabbacadff948f80a6276f3b2c4dad0de4a155e482e0b79ff42d7c3a

Observation b5a52d25-3bab-4bfd-9ce3-0b0fac4013bc · outbound

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

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Autowebglm: A large language model-based web navigating agent

Reference 52

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T10:29:38.457084Z digest=sha256:a23b34b27f750154a47eb9b1e79629df9afb0123959e433375582a7bb0585c10

Observation 373688b9-f4d3-458d-bda0-26850114f5a0 · outbound

This paper cites Scaling Laws for Neural Language Models.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Scaling Laws for Neural Language Models

Reference 53

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T10:29:38.462571Z digest=sha256:4035b7d9191d2e0557e9580b7bb4571f7c9c5f94497bafd08af534979481fb30

Observation d748340c-8312-45cd-8c90-396b5a2b1988 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Gonzalez, Hao Zhang, and Ion Stoica

Reference 54

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no resolver link, observed 2026-08-09T10:29:38.467950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.467950Z digest=sha256:b12ff1beb7137e03517ed55d7de3ab91d2f06eb2b5f1ea37b0b42ea1eed60ee4

Observation 53eaa22f-f7aa-42e5-aaf0-3a0361c937bb · outbound

This paper cites Lmdeploy: A toolkit for compressing, deploying, and serving llm.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Lmdeploy: A toolkit for compressing, deploying, and serving llm

Reference 55

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no resolver link, observed 2026-08-09T10:29:38.472753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.472753Z digest=sha256:11dc37b0de639f9168f422fb7e357a6dec4a963d51bd0f7c25428eab9ba84d66

Observation ba730cd7-a3f0-4434-9c10-673dd5e011ab · outbound

This paper cites Privacy-Preserving Instructions for Aligning Large Language Models, February 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Privacy-Preserving Instructions for Aligning Large Language Models, February 2024

Reference 56

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raw_fallback, observed 2026-08-09T10:29:39.663845Z

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=2026-08-09T10:29:38.477222Z digest=sha256:009a506e303e8f25ba46974403db9638991005d9579578579bc6adae61fe9512

Observation b57b07ce-b738-4c10-9616-2df9e7ce5e20 · outbound

This paper cites Knowl- edgeSG: Privacy-preserving synthetic text generation with knowledge distillation from server.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Knowl- edgeSG: Privacy-preserving synthetic text generation with knowledge distillation from server

Reference 57

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no resolver link, observed 2026-08-09T10:29:38.481954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.481954Z digest=sha256:eb6c5b36df4832ddb029e621d6a05ea4a3e112c6b5df16023524655fe8761293

Observation feb561de-e954-48d6-be75-df1902d2d603 · outbound

This paper cites The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models

Reference 58

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no resolver link, observed 2026-08-09T10:29:38.486860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.486860Z digest=sha256:fd4dcc8638038875c00dd7023e840600eb0a157defb0bdd53a5cfb706bc3e4c4

Observation efa6d9e2-f2cb-43fc-8571-098292c82d4d · outbound

This paper cites D\'ej\`a Vu Memorization in Vision-Language Models.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users D\'ej\`a Vu Memorization in Vision-Language Models

Reference 59

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no resolver link, observed 2026-08-09T10:29:38.493102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.493102Z digest=sha256:5b3ef0202ae57f8a152d87759ff5026dcf768881b34c4534972531eb1914a29b

Observation b05586a4-bad4-4a4c-865b-e033d5ec796e · outbound

This paper cites Tea-fed: time-efficient asynchronous federated learning for edge computing.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Tea-fed: time-efficient asynchronous federated learning for edge computing

Reference 60

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.645774Z

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=2026-08-09T10:29:38.498388Z digest=sha256:0e680defea8c60bad9fe98b05bce4d0396c06919d62fd60d132736b860cdb057

Observation 347f4c4c-9c2c-4419-af76-8ece60e44da9 · outbound

This paper cites eFedLLM: Efficient LLM Inference Based on Federated Learning.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users eFedLLM: Efficient LLM Inference Based on Federated Learning

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-09T10:29:38.840546Z

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=2026-08-09T10:29:38.504271Z digest=sha256:76528359a30e79af76bedaf4dbb9a06ff3022008408692a5499173cc6c737387

Observation 1b993714-eb93-44df-8acc-5e79b564b91d · outbound

This paper cites UI-Hawk: Unleashing the Screen Stream Understanding for GUI Agents.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users UI-Hawk: Unleashing the Screen Stream Understanding for GUI Agents

Reference 62

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malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T10:29:38.813244Z

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=2026-08-09T10:29:38.509794Z digest=sha256:705d13a1892e06d0403a1854f478b22bfb5802f43894e1120be95bad3825c7bf

Observation 956eee9a-1be2-4a0d-a75a-cee5d198f841 · outbound

This paper cites Term-weighting approaches in automatic text retrieval.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Term-weighting approaches in automatic text retrieval

Reference 63

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.629238Z

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=2026-08-09T10:29:38.514737Z digest=sha256:949d14875b4396d275279a704ddac86af6c6d70c952f06d804193bd99e3002df

Observation 0cfe67ee-78d9-45f8-81a0-a28069fb28cd · outbound

This paper cites Deepseek-vl: Towards real-world vision-language understanding, 2024.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Deepseek-vl: Towards real-world vision-language understanding, 2024

Reference 64

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.519838Z digest=sha256:9dbbc486d5e22a47ac1bbd7758f3e706163347d2cdbd4a21346d6089a998b4b3

Observation c57eab0a-b3ea-448c-9325-a90e0a335d38 · outbound

This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Reference 65

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no resolver link, observed 2026-08-09T10:29:38.525159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.525159Z digest=sha256:093d53c5f54c6a640f180ee3a3e0f68aa7e50de93ab0a8880bdf646a2b59f54b

Observation 0460e1eb-7f3d-4144-a1d2-0678dfa6110a · outbound

This paper cites Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 66

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unresolved
no resolver link, observed 2026-08-09T10:29:38.530833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:29:38.530833Z digest=sha256:0b8105a30d7cbc15c18dba7b5c7403b4203614fa2ca6538ef9e6d748c2a0535a

Observation 24005981-c92f-492a-b5fd-fbd331fd0451 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Chain-of-thought prompting elicits reasoning in large language models

Reference 67

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.597947Z

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=2026-08-09T10:29:38.537075Z digest=sha256:90c0dcd24a8f58ac20a71aa15fcda3a6ecddba6a79e70c52897368d4cbb62094

Observation 329e1fb6-50e0-481f-aa72-a8713be1c3bf · outbound

This paper cites Open the Zoho Meet app and view the scheduled meetings.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Open the Zoho Meet app and view the scheduled meetings

Reference 68

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malformed identifier
raw_fallback, observed 2026-08-09T10:29:39.581338Z

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=2026-08-09T10:29:38.542315Z digest=sha256:53125fa3895f581b979a5501f9ccb191d9bc72cc00d84c94b1910455ffc53dbe

Observation a5aa9c3a-182b-4c8c-bfdb-061f26e998b3 · outbound

This paper cites cooking" - Your Output: Click on the article titled.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users cooking" - Your Output: Click on the article titled

Reference 69

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verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.564273Z

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=2026-08-09T10:29:38.549130Z digest=sha256:157dc1ac10b02075aaa2363378d8ad753a866629b4667d299a78f1529dad070d

Observation 5a7f51ac-6992-44c5-8f55-7597e6f59a95 · outbound

This paper cites They provide essential functionality and are defined with a specific format, ensuring consistency and reliability.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users They provide essential functionality and are defined with a specific format, ensuring consistency and reliability

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.547561Z

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=2026-08-09T10:29:38.554350Z digest=sha256:ae0e71829a53637df70c3f3cd83684a6ad87649fabd06e3a98b8a021c7bde776

Observation 638d6a2f-b310-4255-a888-bb2e6d1f9d68 · outbound

This paper cites They allow for flexibility and adaptability, enabling the model to support new and unseen actions defined by users.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users They allow for flexibility and adaptability, enabling the model to support new and unseen actions defined by users

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T10:29:39.530689Z

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=2026-08-09T10:29:38.559560Z digest=sha256:4bf20b0997a87f2a8182ecd25a2fd0b6c91aa78d45cf89b0a93411db61979e22

Pith citing papers

Observation 34bcb531-44d5-44b4-b1fa-97e2047b5026 · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T21:11:18.371502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:11:18.371502Z digest=sha256:7c7da7e0e6ea011588d372557dfe32f498785c7973f9397949921f1a0d985437

Observation 49901d30-f9eb-477b-968f-e233aaa7c38a · inbound

MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization cites this paper.

MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-04T05:29:35.685546Z

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=2026-06-26T15:58:59.248141Z digest=sha256:8559971ec39f538075c6464ed124a168e0f270ec544e269b3c0ce7b51861b6aa