Paper Citation Record · LEDGER

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems

As of 4 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:2604.14956.

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

pith.paper-citation-record.v1
2604.14956 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T09:52:53.278402Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:50:09.364340Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T22:56:20.825099Z

Reference resolution

9 of 9 outbound references displayed

verified exact1
verified fuzzy3
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44892afd-9226-42c1-b287-1662262dab74 · outbound

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

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T17:37:07.837719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 091286be-53c1-4d7b-91a7-c8cd6bb74c55 · outbound

This paper cites Mobileworld: Benchmarking autonomous mobile agents in agent-user interactive, and mcp-augmented environments.

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems Mobileworld: Benchmarking autonomous mobile agents in agent-user interactive, and mcp-augmented environments

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:59:03.424977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 25879437-c8bd-4fab-b0e7-fe61c7667905 · outbound

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

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:59:03.428828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4e170a60-dc21-4bb2-b536-c037720d577a · outbound

This paper cites MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents.

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-05-10T09:59:03.417271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 19ff1c5a-ce1d-4a8d-b049-06ac81e352db · outbound

This paper cites Mai-ui technical report: Real-world centric foundation gui agents.

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems Mai-ui technical report: Real-world centric foundation gui agents

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:59:03.412871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00a9a061-3900-4b64-bb56-5dd5d7d7e887 · outbound

This paper cites B Supplementary Experiments & Results B.1 Client Scalability under Heterogeneity.

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems B Supplementary Experiments & Results B.1 Client Scalability under Heterogeneity

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T02:53:21.330400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 185dd9bd-e231-49ca-94a2-c82976c05095 · outbound

This paper cites an unresolved cited work.

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-20T02:53:21.335229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c087008a-f158-420d-949b-8f6954e49b7b · outbound

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

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems They allow for flexibility and adaptability, enabling the model to support new and unseen actions defined by users

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T02:53:21.344700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 35e561a9-3b1c-4ed8-9e0b-ad7b209f820c · outbound

This paper cites - format: DOUBLE_CLICK <point>[[x-axis, y-axis]]</point> •Custom Action 13: RIGHT_CLICK - purpose: Right click at the specified position.

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems - format: DOUBLE_CLICK <point>[[x-axis, y-axis]]</point> •Custom Action 13: RIGHT_CLICK - purpose: Right click at the specified position

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T02:53:21.340115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 12032d5b-dbf1-4d38-ab29-23e172d904ca · inbound

MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation cites this paper.

MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.826578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.