Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:21:42.243601Z
Paper Citation Record · LEDGER
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints
As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2504.20939.
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 2026-08-22T06:32:14.747728+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
19 of 19 outbound references displayed
- verified exact5
- verified fuzzy5
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 48c971d2-1023-400d-9592-6ecdfd3ccd41 · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.557562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d7eda1d0-3560-44ee-8ca5-f4ef6602cb8e · outbound
This paper cites Chaccour, W.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Chaccour, W
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:21:42.545403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6e7eafd8-31d3-41a8-9cdc-e44445ca6e3c · outbound
This paper cites Dynamic Relative Representations for Goal-Oriented Semantic Communications.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Dynamic Relative Representations for Goal-Oriented Semantic Communications
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:21:42.147515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2752cf62-07c2-4700-b9bd-df025c18cdd1 · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.528012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ad76c649-96a6-473b-a3a3-0583f25d3ba0 · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.512244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9e871d7e-3008-4a9c-ab4a-298a7c32a5c6 · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.499895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ec7814a1-1a0b-4e38-a5ed-abaf3946810b · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.486346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b32a5363-13db-4e2a-bcb3-4fcc63caedaf · outbound
This paper cites Knowledge Sharing-enabled Semantic Rate Maximization for Multi-cell Task-oriented Hybrid Semantic-Bit Communication Networks.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Knowledge Sharing-enabled Semantic Rate Maximization for Multi-cell Task-oriented Hybrid Semantic-Bit Communication Networks
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:21:42.368697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9f594b65-aa8a-4110-bdc7-3af0da8d4013 · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.473870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bffca27b-4a29-457a-8f16-8937af0d9dff · outbound
This paper cites Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:21:42.353552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9cd28706-6abd-46df-923c-7f585c42772c · outbound
This paper cites QoE-based Semantic-Aware Resource Allocation for Multi-Task Networks.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints QoE-based Semantic-Aware Resource Allocation for Multi-Task Networks
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:21:42.334010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1762ad84-c18d-40c8-b875-3148c1fe2450 · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.461400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5f22f933-58c7-4f87-9d34-92950b29015b · outbound
This paper cites Adaptable Semantic Compression and Resource Allocation for Task-Oriented Communications.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Adaptable Semantic Compression and Resource Allocation for Task-Oriented Communications
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:21:42.307307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0e1f180a-9797-4549-b71d-b8215ace1826 · outbound
This paper cites Zhang, H.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Zhang, H
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:21:42.448137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 13ebf4a3-6caf-4c0d-a117-107896277267 · outbound
This paper cites Bandwidth and Power Allocation for Task-Oriented SemanticCommunication.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Bandwidth and Power Allocation for Task-Oriented SemanticCommunication
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:21:42.287630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fde80dd4-b47a-4ee3-b9f0-bca1e925a2bc · outbound
This paper cites an unresolved cited work.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:21:42.435984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c5abf860-c67e-4710-91a6-5dd5e0943380 · outbound
This paper cites Zhang, Q.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Zhang, Q
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:21:42.424396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bc1f2c0a-f03c-4435-ac13-573301bc8d56 · outbound
This paper cites Nesterov and A.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Nesterov and A
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:21:42.406788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1620bd79-33a4-44df-8d15-5528aa8e3e7e · outbound
This paper cites Geometric programming for communication systems.
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints Geometric programming for communication systems
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:21:42.393441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.