Paper Citation Record · LEDGER

ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2505.10946.

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

pith.paper-citation-record.v1
2505.10946 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:50:30.642839Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:18:12.708621Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 11dc1cc5-6170-4c0f-ae94-da50c5075fae · inbound

Token Communication in the Era of Large Models: An Information Bottleneck-Based Approach cites this paper.

Token Communication in the Era of Large Models: An Information Bottleneck-Based Approach ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:30.642839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dcd34d7-b6ba-4ded-9552-4fa84bea2e45 · inbound

Text-Guided Token Communication for Wireless Image Transmission cites this paper.

Text-Guided Token Communication for Wireless Image Transmission ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:33.156292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 279c01c7-cd70-4442-b951-8a46b74c3cd2 · inbound

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications cites this paper.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.388963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15096d35-6208-4e75-ab1c-170a4c240fbf · inbound

Semantics-Aware Hierarchical Token Communication: Clustering, Bit Mapping, and Power Allocation cites this paper.

Semantics-Aware Hierarchical Token Communication: Clustering, Bit Mapping, and Power Allocation ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:18:45.339009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50564da6-d500-4a31-894e-822d0c4c757d · inbound

STCC: A Unified Source-Channel Semantic Token Coding Framework for Semantic Communications cites this paper.

STCC: A Unified Source-Channel Semantic Token Coding Framework for Semantic Communications ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-10T01:18:45.339009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 32e894ef-dfb7-45af-b971-4e875de52c9e · inbound

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication cites this paper.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:58.392440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db5dbfa7-59fd-4f60-9f10-3e241ed84cee · inbound

Test-Time Scalable AI-RAN: Inference Time Allocation for Cell-Free MIMO cites this paper.

Test-Time Scalable AI-RAN: Inference Time Allocation for Cell-Free MIMO ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T16:03:54.506757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.