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Paper Citation Record · LEDGER

M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.16418.

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

pith.paper-citation-record.v1
2502.16418 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:50:24.812888Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:40:29.135630Z

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 3db28c36-80c4-490b-bed9-ecee3458379f · inbound

A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges cites this paper.

A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System

Reference 172

Resolution
unresolved
no resolver link, observed 2026-08-15T23:50:24.812888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:24.812888Z digest=sha256:66a3184bb0c16400f66f107f359de6453ab7c55415f5ba1c4122e27cdc889665

Observation c66c500d-d386-4f8e-aed5-f46874a8113d · inbound

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding cites this paper.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T21:14:20.946475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:14:20.946475Z digest=sha256:653f2f03ba5dca683a0e284f9d8e8f4d6ebc7756b835b0697275a382e0cc6fcd

Observation 68aeacc4-61d7-4bd7-ae32-83c225fc5f97 · inbound

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications cites this paper.

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System

Reference 119

Resolution
unresolved
no resolver link, observed 2026-08-07T13:13:55.809938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:13:55.809938Z digest=sha256:8e2e7fa863987fb91b45f154c80d11e8c0a60adf2d211b858edeb3a1188eae5a

Observation 63294440-aeee-43a2-b24a-a4f3de167325 · inbound

Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs cites this paper.

Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-25T07:40:29.138506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-25T07:37:38.901354Z digest=sha256:69c96a94584ce66b2e0e11a0f164b73e29fc4b1b6c41dea9d039ea9b5301f8c2