Paper Citation Record · LEDGER

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.05587.

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

pith.paper-citation-record.v1
2608.05587 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T06:04:01.808623Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy20
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation efd6203b-86d5-4ee3-9c39-636f3acc065e · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.478330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f1b38a8-a7a8-432a-9cbf-17604feb854a · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.586723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f4bcef-976d-4f00-8cc6-093a80028216 · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.591803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b83956d8-24ca-40eb-8cdf-fd6dd23a7810 · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.596605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f17ee9e2-f357-4ffe-8bc5-4c6526a31d48 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.601683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea449b85-626c-4db4-a20d-f2f3122cdd4a · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.674621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f70baa1f-2524-4d0d-bbd9-260db3463544 · outbound

This paper cites 2022 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2022 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.611787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2a789d-70f6-4ba3-94bd-386fff66fce3 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.616336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc5a6e4e-d3cc-45d5-a92a-dda3116b8b52 · outbound

This paper cites an unresolved cited work.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T06:04:17.639244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ec6df330-0d94-4370-a745-b7bcafe77de0 · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.624035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c835d4c8-13b7-498b-95d3-bae450d990fd · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.629697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4765220-03ce-4104-aab5-33de41ef2f13 · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.598295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1a857097-709c-4a78-96e3-d56574c14adb · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.637722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69ce6e0d-77ee-476b-8e51-e64215f49f20 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.641626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6acdeb-5b4b-49f7-9b2f-8a45e4601889 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.645609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294a08ef-a68f-41ba-bc44-7a3f51529078 · outbound

This paper cites 2015 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2015 , eprint=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.649510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 459e41ff-76ae-496d-b21c-5bb6d9c04afb · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.653515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87498a42-601f-4882-a183-bc13da4ff4c8 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.657687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb10a42-9424-443e-b72b-767417da9979 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.522900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 24fda882-8e40-4853-9c1c-7eed51756e6f · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.507188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01cea8cb-3871-4dec-affa-9c416962ee24 · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.492234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dfe9d9f0-fdf6-4f83-b52f-d35f3d2f0126 · outbound

This paper cites 2023 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2023 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.674955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2ea74a-cbc6-4a3f-8ab3-2268e137a774 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.679487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09666abe-cd0a-429c-8b95-ccb73c8a5b85 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.459354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 14f55f89-f01d-4bba-b5e8-96003fb276b6 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.688613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a3e8c7-5817-49c2-bb02-680bf9a3dfd6 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.434097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 868a9c2b-0323-4ab8-a579-17970059d49f · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.698041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2e60172-a8d7-4b51-8eee-70faf3c33ec1 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.702702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7dec227-0f60-4cc8-82cc-b98ad44f0e94 · outbound

This paper cites 2025 , howpublished=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , howpublished=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.399688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 99f55d13-7916-4383-a79e-616e306a17fc · outbound

This paper cites DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning , volume=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning , volume=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.711831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d538a4d4-8741-4665-8299-5d4d41ef9e77 · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.716857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9350b67c-86a7-48e0-83f2-46f1af33d00c · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.721558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebcdc18e-fde6-4079-93c7-dc2a3d11d953 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.362398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e70e3ba6-8e56-4ff5-a758-deab84859581 · outbound

This paper cites Mutation-oriented test data augmentation for GUI software fault localization , journal =.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents Mutation-oriented test data augmentation for GUI software fault localization , journal =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.730846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849115e6-aea4-45f9-af53-9ee925698027 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.347627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8a45e187-f319-4638-8b61-05ded83b4984 · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.333310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 121cbc5c-8974-4449-bd66-402ec022046e · outbound

This paper cites 2026 , booktitle=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2026 , booktitle=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.318859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 08d13b60-90d0-48ad-b5b3-59f59c05973c · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.303335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ee5a3cc0-d0d6-4278-b86b-420fd911172c · outbound

This paper cites 2024 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2024 , eprint=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.753839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa2365f-94dd-4add-a7c2-038b7f1f7899 · outbound

This paper cites 2026 , booktitle=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2026 , booktitle=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.278778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6534728f-c899-421d-b58b-9a10726dad57 · outbound

This paper cites 6th Annual Conference on Robot Learning , year=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 6th Annual Conference on Robot Learning , year=

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.263134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation deaf9192-b1be-4b28-ae20-861d0d13941f · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.767203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 942465fa-1cb2-44a4-a1e6-fe12f4e0bc6a · outbound

This paper cites 2025 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2025 , eprint=

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.237337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aca7742a-d8da-456b-980f-e31a32df2ee8 · outbound

This paper cites 2026 , howpublished =.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2026 , howpublished =

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.220970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da43bc79-3274-410a-9bfe-0ce04dd4915a · outbound

This paper cites 2026 , eprint=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents 2026 , eprint=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.205666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5c568df4-512a-46f3-aeac-214c535bf546 · outbound

This paper cites Autonomous Evaluation and Refinement of Digital Agents.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents Autonomous Evaluation and Refinement of Digital Agents

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.784641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f7d9614-a386-4c99-8af7-9edbb9c6740a · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.789866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87dc1541-7345-429c-b062-daf22b797c2b · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents Advances in Neural Information Processing Systems , year=

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:04:17.189274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dad3f9b1-81e9-4867-8bbb-cff27c399eb6 · outbound

This paper cites arXiv preprint arXiv:2509.23738 , year=.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents arXiv preprint arXiv:2509.23738 , year=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:01.799672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3df63c-f001-439b-ac37-02badc7ce775 · outbound

This paper cites VisCritic: Visual State Comparison as Process Reward for GUI Agents.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents VisCritic: Visual State Comparison as Process Reward for GUI Agents

Reference 50

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T06:04:01.893853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b22c57be-92e4-4b73-9578-c0c82f2daec5 · outbound

This paper cites A Task-State Representation for Long-Horizon Mobile GUI Agents.

StepReflect: Structured UI Transition Reflection for Mobile GUI Agents A Task-State Representation for Long-Horizon Mobile GUI Agents

Reference 51

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T06:04:01.872637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.