Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:45:18.024103Z
Paper Citation Record · LEDGER
WiLLM: an Open Framework for LLM Services over Wireless Systems
As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 4 inbound Pith citation observations for arXiv:2506.19030.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:52:06.126895Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T19:15:01.219355Z
Reference resolution
45 of 45 outbound references displayed
- verified exact2
- verified fuzzy4
- unresolved38
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 75280d91-9814-44aa-a998-340276a511e1 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.691316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f7f433ff-f502-4cdb-aa10-226700dde6d5 · outbound
This paper cites A Study on 5G Network Slice Isolation Based on Native Cloud and Edge Computing Tools.
WiLLM: an Open Framework for LLM Services over Wireless Systems A Study on 5G Network Slice Isolation Based on Native Cloud and Edge Computing Tools
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T18:45:18.180782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 98e9e944-fab0-454b-b158-b5ebad95677e · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.675874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fd2e480e-e11d-4a66-b7cf-2e330a239928 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.661383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation de5330ca-03a7-44d0-b806-eb04a63e8f5d · outbound
This paper cites A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions.
WiLLM: an Open Framework for LLM Services over Wireless Systems A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.859588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbf46422-6b99-48ae-9186-258fd9a53c6a · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.646836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 23649005-ad5b-4ef2-b3f7-51ddfc1ed65e · outbound
This paper cites Mobile Network-specialized Large Language Models for 6G: Architectures, Innovations, Challenges, and Future Trends.
WiLLM: an Open Framework for LLM Services over Wireless Systems Mobile Network-specialized Large Language Models for 6G: Architectures, Innovations, Challenges, and Future Trends
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.869442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adde8478-8e72-4bf7-a074-f10a2868d2dc · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.632536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a9d1943e-9e40-48ce-a9bc-53d82a986861 · outbound
This paper cites Large Language Models meet Network Slicing Management and Orchestration.
WiLLM: an Open Framework for LLM Services over Wireless Systems Large Language Models meet Network Slicing Management and Orchestration
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.877629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24ab0bc0-8e43-4a61-9056-42d66decac18 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.618978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2397c5ec-15d9-40ee-83c4-fe61585769d0 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.605434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d7108a6f-de94-405a-a20b-547673e9eae4 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.592188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1c43bd0a-7441-4648-9a66-9c6dd9767f8a · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.578068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c36ebfcf-4a49-4fd1-9be0-482d453f09a5 · outbound
This paper cites Sutton, Pablo Serrano, Cristina Cano, and Douglas J.
WiLLM: an Open Framework for LLM Services over Wireless Systems Sutton, Pablo Serrano, Cristina Cano, and Douglas J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:45:18.563223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2b9bcfb5-b8d1-42c8-a854-ad055b801da6 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.547461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1a397e02-646a-4e55-8735-b56a2732babc · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.532474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9a723026-96ab-4763-906f-3dc20154f0a3 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.518274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f0d1d9f4-0898-4c8b-8910-b0348408f49b · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.503057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5b2a3168-3dee-4da8-8dc1-035f5fc4e570 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.487760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e6c33f07-6509-41aa-b9eb-2ef602cdb3ae · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.920565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c3d35e0-2ca2-410c-bb82-775ef3fcb5fd · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.924802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 261c3330-7d57-481b-970d-e6fd5ccb681d · outbound
This paper cites Distributed Mixture-of-Agents for Edge Inference with Large Language Models.
WiLLM: an Open Framework for LLM Services over Wireless Systems Distributed Mixture-of-Agents for Edge Inference with Large Language Models
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.928963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9070daf8-c23d-46c9-a456-0d2d37903372 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.453952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6f4a95e2-1663-4101-88a7-59823cc02274 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.439278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 59544aaa-59ae-4c62-ab86-82ba40f1b42b · outbound
This paper cites Marina, Saravana Manickam, Alex Dawson, Raymond Knopp, and Christian Bonnet.
WiLLM: an Open Framework for LLM Services over Wireless Systems Marina, Saravana Manickam, Alex Dawson, Raymond Knopp, and Christian Bonnet
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:45:18.423031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11663575-4a1d-42cf-bd17-634070918262 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.408541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 30346d68-cadd-4f6a-9e7a-ea52bec8b5af · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.394482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 838e428b-60c0-42f2-b931-21b5a7116078 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.380306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a049fd7f-03cc-45cd-8b63-7057b1fa28cb · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.366180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation db178615-7af5-4dfc-a4c1-c847fb6fffe4 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.963283Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 232b5c04-cac3-40a0-823e-db0a99ca2873 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.334351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d8757091-ba71-4ac0-b2de-ccd1dc640ee9 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.321048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6a2780fc-4958-4587-b003-6b6316a8f08a · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.307687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5d495705-7252-4006-a439-abe7791d29e5 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.985752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f75445d7-759e-4fd8-a624-1c957d02469b · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.283951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 320d03dc-9cc9-4379-b079-2c4775f85ddc · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.270404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 998419d5-67de-499d-92e4-9d3e145f32b1 · outbound
This paper cites Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading.
WiLLM: an Open Framework for LLM Services over Wireless Systems Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.998751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a92dc2ba-bdfd-47c3-b239-3d5e3ad087aa · outbound
This paper cites WDMoE: Wireless Distributed Mixture of Experts for Large Language Models.
WiLLM: an Open Framework for LLM Services over Wireless Systems WDMoE: Wireless Distributed Mixture of Experts for Large Language Models
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T18:45:18.067207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b40d65c5-4427-48a3-b220-680e95c9906e · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.255989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9207a015-e8f1-4284-a617-be376d32cb42 · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.240342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f5b7b85c-537c-4301-947d-e6748abaacc6 · outbound
This paper cites Tree- Branch- Fruit.
WiLLM: an Open Framework for LLM Services over Wireless Systems Tree- Branch- Fruit
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:45:18.225347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f6e923b5-17ac-403f-bb12-b69a17f7752b · outbound
This paper cites an unresolved cited work.
WiLLM: an Open Framework for LLM Services over Wireless Systems Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:45:18.210482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 95b02ae1-ebd7-4a4c-8438-14582d88f168 · outbound
This paper cites Tree-Branch-Fruit.
WiLLM: an Open Framework for LLM Services over Wireless Systems Tree-Branch-Fruit
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:45:18.195789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e7e9d228-174c-4551-9167-b4343044bd81 · outbound
This paper cites In Proceedings of the 26th ACM SIGKDD international conference on knowledge discovery & data mining.
WiLLM: an Open Framework for LLM Services over Wireless Systems In Proceedings of the 26th ACM SIGKDD international conference on knowledge discovery & data mining
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:45:17.967956Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbdacf16-e7f4-416d-bedc-9c6d5435d8bc · outbound
This paper cites Open-Source 5G Core Platforms: A Low-Cost Solution and Performance Evaluation.
WiLLM: an Open Framework for LLM Services over Wireless Systems Open-Source 5G Core Platforms: A Low-Cost Solution and Performance Evaluation
Reference 2024
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T18:45:18.159667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation a0837545-2cb6-4fe5-899c-6ee2c24994cd · inbound
Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey cites this paper.
Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey WiLLM: an Open Framework for LLM Services over Wireless Systems
Reference 142
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:26:33.782383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f84a845-80bf-4e13-a7c9-5865a80ed5f8 · inbound
The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Network cites this paper.
The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Network WiLLM: an Open Framework for LLM Services over Wireless Systems
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:52:06.126895Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2cadaca-b162-4679-b61c-c70661161a52 · inbound
LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach cites this paper.
LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach WiLLM: an Open Framework for LLM Services over Wireless Systems
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:19:31.019231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6868389d-8c3a-45b7-b66a-8161516a0a9e · inbound
Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence cites this paper.
Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence WiLLM: an Open Framework for LLM Services over Wireless Systems
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T19:15:01.220941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.