Paper Citation Record · LEDGER

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning

As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2504.21723.

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

pith.paper-citation-record.v1
2504.21723 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:00:42.825823Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:00:42.820182Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T05:00:42.868179Z

Reference resolution

34 of 34 outbound references displayed

verified exact1
verified fuzzy28
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 105e0a1a-dfab-4939-851f-1d8ca9c56906 · outbound

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

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.564633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9d79d604-1fa6-4d01-ab6c-8a556e480391 · outbound

This paper cites Toward wisdom-evolutionary and primitive-concise 6G: A new paradigm of semantic communication networks,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Toward wisdom-evolutionary and primitive-concise 6G: A new paradigm of semantic communication networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.545871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation edccb43c-20a1-4adb-a8d3-3fe1faf815c5 · outbound

This paper cites When AI meets sustainable 6G,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning When AI meets sustainable 6G,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.525984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d0e34577-6796-4f15-9342-f3f2425105b3 · outbound

This paper cites Intellicise wireless networks from semantic commu- nications: A survey, research issues, and challenges,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Intellicise wireless networks from semantic commu- nications: A survey, research issues, and challenges,

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T05:00:43.021039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation acc07ff4-8a9e-4fe3-a800-12b08346ac0e · outbound

This paper cites Task-oriented explainable semantic communications,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Task-oriented explainable semantic communications,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.506137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c298f9cb-513e-4a92-b35f-2f7d0a317804 · outbound

This paper cites Federated learning and meta learning: Approaches, applications, and directions,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Federated learning and meta learning: Approaches, applications, and directions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.483548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fa8ebab0-0058-49f6-a75c-2ad0b18d82cf · outbound

This paper cites On forecasting-oriented time series transmission: A fed- erated semantic communication system,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning On forecasting-oriented time series transmission: A fed- erated semantic communication system,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.467082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4267d4ee-6cbd-460a-b461-61674396c82d · outbound

This paper cites An efficient federated learning framework for training semantic communication systems,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning An efficient federated learning framework for training semantic communication systems,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.449408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 785a7cad-9191-4b65-9e7a-2129a42ab805 · outbound

This paper cites Distributed image transmission using deep joint source- channel coding,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Distributed image transmission using deep joint source- channel coding,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.428626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 894cf5aa-332b-4873-b074-bcda33259b7d · outbound

This paper cites Semantic communication for the internet of vehicles: A multiuser cooperative approach,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Semantic communication for the internet of vehicles: A multiuser cooperative approach,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.407501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ff064bbb-e5b2-4f5b-b139-f3b8c556ff8a · outbound

This paper cites Semantic MIMO systems for speech-to-text transmission,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Semantic MIMO systems for speech-to-text transmission,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.390444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 91c33af4-780f-4176-a13e-ea34125eb452 · outbound

This paper cites Deep joint source- channel coding for multi-task network,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Deep joint source- channel coding for multi-task network,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.371808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eef4a92f-b304-4290-a667-4115fc80ece6 · outbound

This paper cites Task-oriented multi-user semantic communications for VQA,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Task-oriented multi-user semantic communications for VQA,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.348466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5f61f3e-29f1-4b61-93c1-bc2e24c690da · outbound

This paper cites Task-oriented multi-user semantic communications,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Task-oriented multi-user semantic communications,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:42.716610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c69dcd11-e610-4ae2-bbc1-283dd76b4140 · outbound

This paper cites A unified multi- task semantic communication system for multimodal data,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning A unified multi- task semantic communication system for multimodal data,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.319885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9736efb3-de66-439f-840a-ffb4df15f1f5 · outbound

This paper cites Transitioning from federated learning to quantum federated learning in internet of things: A comprehensive survey,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Transitioning from federated learning to quantum federated learning in internet of things: A comprehensive survey,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.303307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 771127cf-fc78-4e15-ac8e-f1127ac0a900 · outbound

This paper cites A joint learning and communications framework for federated learning over wireless networks,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning A joint learning and communications framework for federated learning over wireless networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.286986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 473abc44-55c9-4aef-bcaf-e7ac8e78d824 · outbound

This paper cites Federated learning based audio semantic communication over wireless networks,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Federated learning based audio semantic communication over wireless networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.271304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0d59aa56-e334-439f-b68b-d71726aaf068 · outbound

This paper cites Federated semantic learning driven by information bottleneck for task-oriented communications,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Federated semantic learning driven by information bottleneck for task-oriented communications,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:42.741255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 282a42b6-5319-4b22-aa6c-f7688221f2d1 · outbound

This paper cites Federated contrastive learning for personalized semantic communication,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Federated contrastive learning for personalized semantic communication,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.243102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dd56814f-d625-4eec-9900-e3917dce5bd3 · outbound

This paper cites Federated knowledge distillation enabled image semantic communication,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Federated knowledge distillation enabled image semantic communication,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.226379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9f5fcfde-c3fa-42b5-99e4-5de9770b1cd5 · outbound

This paper cites Federated Meta-Learning with Fast Convergence and Efficient Communication.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Federated Meta-Learning with Fast Convergence and Efficient Communication

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:42.756086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 240995e9-1905-49bc-816d-05080090f6a8 · outbound

This paper cites Model-agnostic meta-learning for fast adaptation of deep networks,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Model-agnostic meta-learning for fast adaptation of deep networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.206376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7d71634d-c998-4e55-bf9d-d8f87962d7ef · outbound

This paper cites Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.184200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bc58375f-7bc1-4161-a18e-5591ea3144cc · outbound

This paper cites The information bottleneck problem and its applications in machine learning,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning The information bottleneck problem and its applications in machine learning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.164434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c87bfbc6-0159-42c6-942f-3082d1f4d136 · outbound

This paper cites Energy efficient federated learning over heterogeneous mobile devices via joint design of weight quantization and wireless Transmission,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Energy efficient federated learning over heterogeneous mobile devices via joint design of weight quantization and wireless Transmission,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.148529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 03b965c9-d924-4f98-b444-f50ac00747fd · outbound

This paper cites OFDM-guided deep joint source channel coding for wireless multipath fading channels,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning OFDM-guided deep joint source channel coding for wireless multipath fading channels,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.131759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6687da59-f1ce-4064-a938-78b50d84ad51 · outbound

This paper cites Task-oriented communication for mul- tidevice cooperative edge inference,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Task-oriented communication for mul- tidevice cooperative edge inference,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.115339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ba9f973-0364-4a30-80d4-7d7472bd6c0b · outbound

This paper cites Deep variational information bottleneck,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Deep variational information bottleneck,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:00:42.799022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723f50ba-b7f8-4a4a-8134-bc815e3d718f · outbound

This paper cites Semantic communication with memory,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Semantic communication with memory,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.088125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 83079f52-9859-4c7d-909c-7ce32d514649 · outbound

This paper cites Attention is all you need,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Attention is all you need,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.071175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 77e51f58-c0d0-493d-8581-48c4e6bc0439 · outbound

This paper cites UniT: Multimodal multitask learning with a unified transformer,.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning UniT: Multimodal multitask learning with a unified transformer,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.053778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 50c2a57f-9d61-45cd-9e3b-731d00fb967c · outbound

This paper cites Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:00:42.876686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0517fc83-52a0-4b25-8721-6c975a20396d · outbound

This paper cites 1 K KX k=1 θk t,τ−θk t,τ 2 # ≤ 35β2H2 Lτ0(τ0− 1) 2σ2 L +µ2 L . (102) E∥C3∥2≤ 1 Kt E.

Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning 1 K KX k=1 θk t,τ−θk t,τ 2 # ≤ 35β2H2 Lτ0(τ0− 1) 2σ2 L +µ2 L . (102) E∥C3∥2≤ 1 Kt E

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:00:43.036406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 50c2a57f-9d61-45cd-9e3b-731d00fb967c · inbound