Paper Citation Record · LEDGER

Semantic Communications: Principles and Challenges

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 38 inbound Pith citation observations for arXiv:2201.01389.

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

pith.paper-citation-record.v1
2201.01389 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 38 of 38 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:36:48.152097Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T22:24:00.323066Z

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 897b81c7-8f3b-4580-b67a-06534b5c5191 · inbound

Generative Semantic Communication: Diffusion Models Beyond Bit Recovery cites this paper.

Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Semantic Communications: Principles and Challenges

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-24T08:44:13.989036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5396d278-7e7a-4186-a439-707af1a12740 · inbound

Training-Free Multi-User Generative Semantic Communications via Null-Space Diffusion Sampling cites this paper.

Training-Free Multi-User Generative Semantic Communications via Null-Space Diffusion Sampling Semantic Communications: Principles and Challenges

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:43:43.413511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d8e6f34f-5de9-43d2-a1ae-8907496615e3 · inbound

Semantic Communication based on Generative AI: A New Approach to Image Compression and Edge Optimization cites this paper.

Semantic Communication based on Generative AI: A New Approach to Image Compression and Edge Optimization Semantic Communications: Principles and Challenges

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-09T18:36:48.152097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb3e826a-cc36-42f0-8905-a79a68de1340 · inbound

UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection cites this paper.

UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection Semantic Communications: Principles and Challenges

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T00:56:52.475794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8b79263-b411-4ee5-9c88-f7fdde7c82bf · inbound

DISCD: Distributed Lossy Semantic Communication for Logical Deduction of Hypothesis cites this paper.

DISCD: Distributed Lossy Semantic Communication for Logical Deduction of Hypothesis Semantic Communications: Principles and Challenges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T18:13:37.976391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb9c478-07d8-48dc-b23c-56071398bcd4 · inbound

Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design cites this paper.

Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Semantic Communications: Principles and Challenges

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T16:55:29.529493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4635c09e-736b-4dc4-8dcc-8c05bc0df7c7 · inbound

Adaptive Sampling and Joint Semantic-Channel Coding under Dynamic Channel Environment cites this paper.

Adaptive Sampling and Joint Semantic-Channel Coding under Dynamic Channel Environment Semantic Communications: Principles and Challenges

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T13:28:56.341970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfef3c2c-6031-4269-a7a3-4ec5524c5950 · inbound

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning cites this paper.

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning Semantic Communications: Principles and Challenges

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:33.019655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae783f9-8977-473b-855a-6d7b768c14fb · inbound

Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application cites this paper.

Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application Semantic Communications: Principles and Challenges

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:32.595840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014b3c9d-7f7d-4df9-ac12-e7e46e818da1 · inbound

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration cites this paper.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Semantic Communications: Principles and Challenges

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.711879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 241063ff-6e0c-4ff1-add3-f604abc67df7 · inbound

TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments cites this paper.

TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments Semantic Communications: Principles and Challenges

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:21:09.195173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c84114-bd8c-483f-863a-0d13c473a809 · inbound

On the Resilience of Underwater Semantic Wireless Communications cites this paper.

On the Resilience of Underwater Semantic Wireless Communications Semantic Communications: Principles and Challenges

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:48:12.313832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f5505b7-27b5-467c-9572-302252f68354 · inbound

Shuffling for Semantic Secrecy cites this paper.

Shuffling for Semantic Secrecy Semantic Communications: Principles and Challenges

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:33.788355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc85564b-16ac-4178-b3c0-12dde0847158 · inbound

On Splitting Lightweight Semantic Image Segmentation for Wireless Communications cites this paper.

On Splitting Lightweight Semantic Image Segmentation for Wireless Communications Semantic Communications: Principles and Challenges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:35:46.210554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e191a9bb-307d-4da4-8b6c-8853eecd0b7a · inbound

Efficient and Robust Semantic Image Communication via Stable Cascade cites this paper.

Efficient and Robust Semantic Image Communication via Stable Cascade Semantic Communications: Principles and Challenges

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:53:43.009826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1cad335-db04-40f7-89f6-4b96c68e9719 · inbound

Cooperative Perception: A Resource-Efficient Framework for Multi-Drone 3D Scene Reconstruction Using Federated Diffusion and NeRF cites this paper.

Cooperative Perception: A Resource-Efficient Framework for Multi-Drone 3D Scene Reconstruction Using Federated Diffusion and NeRF Semantic Communications: Principles and Challenges

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T06:04:19.583080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f0a12e-e660-4ba7-90b5-cd7db16d128e · inbound

Synesthesia of Machines (SoM)-Aided LiDAR Point Cloud Transmission for Collaborative Perception cites this paper.

Synesthesia of Machines (SoM)-Aided LiDAR Point Cloud Transmission for Collaborative Perception Semantic Communications: Principles and Challenges

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:58.104900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f48e38-f89d-48ca-a70a-623403ac62fd · inbound

Secure Semantic Communication over Wiretap Channels: Rate-Distortion-Equivocation Tradeoff cites this paper.

Secure Semantic Communication over Wiretap Channels: Rate-Distortion-Equivocation Tradeoff Semantic Communications: Principles and Challenges

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T16:57:41.487108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6266bb6-1fb0-4d24-8fbd-8c1248190998 · inbound

Quantum Semantic Communication Beyond the Shannon-Wyner Channel Capacity cites this paper.

Quantum Semantic Communication Beyond the Shannon-Wyner Channel Capacity Semantic Communications: Principles and Challenges

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T06:52:18.507811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06264f6a-a715-47a3-bff2-8e74310031e3 · inbound

A Survey on Semantic Communication for Vision: Categories, Frameworks, Enabling Techniques, and Applications cites this paper.

A Survey on Semantic Communication for Vision: Categories, Frameworks, Enabling Techniques, and Applications Semantic Communications: Principles and Challenges

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T06:46:13.328123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a3ab01b-f7e6-4dfd-8416-f27e786bdb9d · inbound

Object-Attribute-Relation Model Driven Adaptive Hierarchical Transmission for Multimodal Semantic Communication cites this paper.

Object-Attribute-Relation Model Driven Adaptive Hierarchical Transmission for Multimodal Semantic Communication Semantic Communications: Principles and Challenges

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:21:01.415834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77ca8f40-16f7-42a3-b7c0-9040d05e65f9 · inbound

Semantic Rate-Distortion Theory: Deductive Compression and Closure Fidelity cites this paper.

Semantic Rate-Distortion Theory: Deductive Compression and Closure Fidelity Semantic Communications: Principles and Challenges

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:11:03.541344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 248bd7b6-5092-4c89-ba36-f8b7666d664e · inbound

Semantic Channel Theory: Deductive Compression and Structural Fidelity for Multi-Agent Communication cites this paper.

Semantic Channel Theory: Deductive Compression and Structural Fidelity for Multi-Agent Communication Semantic Communications: Principles and Challenges

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:51:15.286376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3df0434-ba5c-4678-a501-d50409940d3d · inbound

Generative Semantic Communication via Alternating Dual-Domain Posterior Sampling cites this paper.

Generative Semantic Communication via Alternating Dual-Domain Posterior Sampling Semantic Communications: Principles and Challenges

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:37:04.646304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 687a2a05-c747-46bc-9002-96e99ecde2f5 · inbound

WirelessAgent: A Unified Agent Design for General Wireless Resource Allocation Problem without Current Channel State Information cites this paper.

WirelessAgent: A Unified Agent Design for General Wireless Resource Allocation Problem without Current Channel State Information Semantic Communications: Principles and Challenges

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:51:10.176109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 30508d6e-69b2-46a0-b539-4dd8b499477b · inbound

Intention-Aware Semantic Agent Communications for AI Glasses cites this paper.

Intention-Aware Semantic Agent Communications for AI Glasses Semantic Communications: Principles and Challenges

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:26:17.617863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e75878da-42e1-4dce-9710-317390644558 · inbound

R\'enyi Rate-Distortion-Perception-Privacy Tradeoff under Indirect Observation cites this paper.

R\'enyi Rate-Distortion-Perception-Privacy Tradeoff under Indirect Observation Semantic Communications: Principles and Challenges

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:36:24.327103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a2a29010-ce8e-4138-aea4-8f2a401f5a1d · inbound

R\'enyi Rate-Distortion-Perception-Privacy Tradeoff under Indirect Observation cites this paper.

R\'enyi Rate-Distortion-Perception-Privacy Tradeoff under Indirect Observation Semantic Communications: Principles and Challenges

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T14:30:31.935562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6c2203-d727-40c7-a61f-4a783db6470d · inbound

Resolution Information: Limits of Ambiguity Resolution for Generative Communication cites this paper.

Resolution Information: Limits of Ambiguity Resolution for Generative Communication Semantic Communications: Principles and Challenges

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:22:50.218197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3dd9693f-7a66-40e6-bdd6-da163cf8b6d0 · inbound

ChronoSC: Task-Oriented Semantic Communication via Temporal-to-Color Encoding cites this paper.

ChronoSC: Task-Oriented Semantic Communication via Temporal-to-Color Encoding Semantic Communications: Principles and Challenges

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:13:47.118845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35671dab-45a2-4e44-9552-be71f8396f26 · inbound

Location Prior Generation via Multi-Source Urban Data Fusion for Low-Altitude Air Mobility cites this paper.

Location Prior Generation via Multi-Source Urban Data Fusion for Low-Altitude Air Mobility Semantic Communications: Principles and Challenges

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:24:00.324946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 029728ae-5f38-4c26-b1d5-2e87bd5d41c2 · inbound

Location Prior Generation via Multi-Source Urban Data Fusion for Low-Altitude Air Mobility cites this paper.

Location Prior Generation via Multi-Source Urban Data Fusion for Low-Altitude Air Mobility Semantic Communications: Principles and Challenges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T13:13:29.893900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d9388cc-b374-498d-a937-691264844395 · inbound

Autonomic Federated-Market Orchestration for the Edge-Cloud Continuum cites this paper.

Autonomic Federated-Market Orchestration for the Edge-Cloud Continuum Semantic Communications: Principles and Challenges

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:43:32.776252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 11c1e448-4d29-4d74-a93f-d48830b50acd · inbound

GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling cites this paper.

GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling Semantic Communications: Principles and Challenges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T23:19:32.665793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7a8d3a-4fd4-4a8b-8718-3aeb899ddb51 · inbound

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma cites this paper.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Semantic Communications: Principles and Challenges

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b33516-fc89-4779-a53d-20cbec5b25a0 · inbound

Semantic Sampling via Learnable Observation Front Ends cites this paper.

Semantic Sampling via Learnable Observation Front Ends Semantic Communications: Principles and Challenges

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-14T05:57:09.697169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11729ef8-f95c-44b7-ba13-68c590a526cf · inbound

Channel-Agnostic Semantic Compression for Bandwidth-Limited Visual Communication cites this paper.

Channel-Agnostic Semantic Compression for Bandwidth-Limited Visual Communication Semantic Communications: Principles and Challenges

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T04:17:37.066083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f7b547-854d-4719-98ea-9938545c9c08 · inbound

A Knowledge-Centric Communication For Autonomous Cislunar Networks cites this paper.

A Knowledge-Centric Communication For Autonomous Cislunar Networks Semantic Communications: Principles and Challenges

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:55.580118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.