Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:09:50.147652Z
Paper Citation Record · LEDGER
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments
As of 7 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.13465.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
31 of 31 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved31
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 94ea7060-92e7-4132-a3bb-05e3314bed6d · outbound
This paper cites 2023 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2023 , eprint=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:47.648219Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23bb72a4-c466-4230-8209-04666b594868 · outbound
This paper cites 2025 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2025 , eprint=
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:47.743011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 313ecc58-0141-4079-a2fe-5638030cebb7 · outbound
This paper cites The Thirteenth International Conference on Learning Representations , year=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments The Thirteenth International Conference on Learning Representations , year=
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:47.835051Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c5edf27-4cb3-4e90-9dab-daf981a62f49 · outbound
This paper cites 2025 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2025 , eprint=
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:47.947590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cef5c9d-cdd1-4140-99ce-5039f574fb71 · outbound
This paper cites Advances in Neural Information Processing Systems , volume =.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments Advances in Neural Information Processing Systems , volume =
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.037415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f90df7a-0b68-4400-a7fd-0a0b01050036 · outbound
This paper cites 2024 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2024 , eprint=
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.127289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1b6d9a7-76dc-4f10-b83e-aaae06ba8706 · outbound
This paper cites V isual W eb A rena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments V isual W eb A rena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.221041Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd6ea38e-15e2-4553-92bb-7aa33f631e64 · outbound
This paper cites 2024 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2024 , eprint=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.312030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76826eb9-63e7-4629-b18c-e8b53e97d091 · outbound
This paper cites 2025 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2025 , eprint=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.427848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4132a21-c2a5-4bfa-8377-3e72f8842cc1 · outbound
This paper cites Transactions on Machine Learning Research , issn=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments Transactions on Machine Learning Research , issn=
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.520715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd8e51e3-2a22-4ff4-8e7e-412b266489ca · outbound
This paper cites 2024 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2024 , eprint=
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.605327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 763a6897-3bab-440f-8648-5176c803913c · outbound
This paper cites 2024 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2024 , eprint=
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.720765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f74c050d-a3b0-4d84-8bf3-8fa151305db8 · outbound
This paper cites 2026 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2026 , eprint=
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.809801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6f743e4-c3d7-406e-b371-80e2c7635c09 · outbound
This paper cites mUX: The Journal of Mobile User Experience , volume =.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments mUX: The Journal of Mobile User Experience , volume =
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:48.930649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a8fb56f-36c9-48fe-8c9a-e91e0d00327f · outbound
This paper cites AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time , year =.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time , year =
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.022225Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49993ef2-868e-4dd2-b523-392754f703fe · outbound
This paper cites CRAB : Cross-environment Agent Benchmark for Multimodal Language Model Agents.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments CRAB : Cross-environment Agent Benchmark for Multimodal Language Model Agents
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.141199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a418d151-46f5-4b97-82ca-8d4632294b2c · outbound
This paper cites 2025 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2025 , eprint=
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.231679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25f3ea74-7060-4904-b812-7bab8bc1da83 · outbound
This paper cites 2026 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2026 , eprint=
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.300497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5381c74a-c746-45d9-ab4e-804892c27a45 · outbound
This paper cites HomeBench : Evaluating LLM s in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments HomeBench : Evaluating LLM s in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.383097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed12f09c-35e5-4702-87f3-5ffedaf24c83 · outbound
This paper cites SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.563825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8af8f316-0922-4df0-a1da-c90bb71ddb46 · outbound
This paper cites 2026 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2026 , eprint=
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.711348Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fad77a2a-f29d-4fd3-9a88-8a46c8328487 · outbound
This paper cites 2026 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2026 , eprint=
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.809008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 543fb82a-fe4b-4efd-859b-07b3b57eed3d · outbound
This paper cites 1998 , issn =.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 1998 , issn =
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:49.886248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7a4ddbf-29a6-4d8a-ac91-375ec97c3fad · outbound
This paper cites A pp W orld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments A pp W orld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.006517Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69da4802-93bd-42d2-be95-687a60df3a50 · outbound
This paper cites 2026 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2026 , eprint=
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.097297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3dca560-49d6-43c1-b501-fb9398abc947 · outbound
This paper cites 2025 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2025 , eprint=
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.107018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73935473-e321-4d16-b7d7-b14f7d5e3c64 · outbound
This paper cites 2024 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2024 , eprint=
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.115832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7af3284c-b3d1-4dad-8951-f5aab66763a9 · outbound
This paper cites 2023 , eprint=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments 2023 , eprint=
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.122174Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c8d9bbc-85e5-44c1-921a-37a4f8e28a13 · outbound
This paper cites Reflexion: language agents with verbal reinforcement learning , url =.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments Reflexion: language agents with verbal reinforcement learning , url =
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.131040Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f674ef1d-72cd-4d61-a5ae-3f287f6b49e9 · outbound
This paper cites Second Conference on Language Modeling , year=.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments Second Conference on Language Modeling , year=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.139636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad3cc13-34f1-472f-b6e7-15d0075ad944 · outbound
This paper cites Why Do Multi-Agent LLM Systems Fail? , url =.
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments Why Do Multi-Agent LLM Systems Fail? , url =
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:09:50.147652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.