Paper Citation Record · LEDGER

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications

As of 19 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2602.12338.

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

pith.paper-citation-record.v1
2602.12338 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:56:42.310530Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7edeea0-6a51-4185-811a-eae1008f516e · outbound

This paper cites an unresolved cited work.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.275302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access.

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 933f2d00-7e05-4273-92a6-6fb5d1b7b81e · outbound

This paper cites Semantic communications for future in ternet: Fundamentals, applications, and challenges,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Semantic communications for future in ternet: Fundamentals, applications, and challenges,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.480878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543d1761-aee2-4b84-9a0b-64c957c61856 · outbound

This paper cites Beyond transmitting bits: Context, s emantics, and task-oriented communications,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Beyond transmitting bits: Context, s emantics, and task-oriented communications,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.552300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65da684b-90d3-4329-b313-ffa4f2203059 · outbound

This paper cites Generative AI for semantic communication: Architecture, challenges, and outlook,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Generative AI for semantic communication: Architecture, challenges, and outlook,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.610466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b1596e-8c5e-4469-9555-255878e151c8 · outbound

This paper cites DRL -Driven Dynamic Resource Allocation for Task-Oriented Semantic Co mmunica- tion,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications DRL -Driven Dynamic Resource Allocation for Task-Oriented Semantic Co mmunica- tion,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.680520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac34853d-aa43-4786-9592-c0c7c0bdcd04 · outbound

This paper cites Optimizing Semantic Spec tral Efﬁciency in Wireless Image Transmission: A PPO-Driven Res ource Allocation Scheme,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Optimizing Semantic Spec tral Efﬁciency in Wireless Image Transmission: A PPO-Driven Res ource Allocation Scheme,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.790951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4004a688-70d2-46d9-8382-f0ebcad67597 · outbound

This paper cites Performance Optimization for Semantic Communicat ions: An Attention-Based Reinforcement Learning Approach,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Performance Optimization for Semantic Communicat ions: An Attention-Based Reinforcement Learning Approach,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.864656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ec0505-ba46-4d34-9e02-d79402ebef01 · outbound

This paper cites Beamforming design for semantic-bit coexisting communic ation sys- tem,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Beamforming design for semantic-bit coexisting communic ation sys- tem,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:41.938205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777bec70-b80d-4433-9302-a476ec4b2569 · outbound

This paper cites The perception-distortion tr adeoff,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications The perception-distortion tr adeoff,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:42.016776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca69f64-fba2-472c-982a-8495583925ad · outbound

This paper cites On the rate-distortion-perception function,.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications On the rate-distortion-perception function,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:42.088662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 752a7255-964e-4067-acc3-66ab9bcbc8f6 · outbound

This paper cites Com- parison of the coding efﬁciency of video coding standards—i ncluding high efﬁciency video coding (HEVC),.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Com- parison of the coding efﬁciency of video coding standards—i ncluding high efﬁciency video coding (HEVC),

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:42.179891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f038c34-90df-49f2-afcb-3075ba7fc046 · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Cosmos World Foundation Model Platform for Physical AI

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:42.235745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53889dda-c3f6-4c01-a36d-a41535389e37 · outbound

This paper cites Image and Video Tokenization with Binary Spherical Quantization.

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications Image and Video Tokenization with Binary Spherical Quantization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:56:42.310530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.