Paper Citation Record · LEDGER

Computation-resource-efficient Task-oriented Communications

As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.07422.

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

pith.paper-citation-record.v1
2507.07422 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:48:16.920422Z

measured 36 of 36 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 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

36 of 36 outbound references displayed

verified exact1
verified fuzzy31
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37e2ebf7-facf-489c-ad14-7369980bd738 · outbound

This paper cites Weaver, The mathematical theory of communication.

Computation-resource-efficient Task-oriented Communications Weaver, The mathematical theory of communication

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.712179Z

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.

Observation d3a675e9-4e75-4b66-b68d-5daa8bd454f2 · outbound

This paper cites Deep learning- based end-to-end wireless communication systems with con- ditional gans as unknown channels,.

Computation-resource-efficient Task-oriented Communications Deep learning- based end-to-end wireless communication systems with con- ditional gans as unknown channels,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.695908Z

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.

Observation 55dbba2d-f3db-4fc5-a1f9-b924d8175b8f · outbound

This paper cites Deep joint source-channel coding for wireless image transmission,.

Computation-resource-efficient Task-oriented Communications Deep joint source-channel coding for wireless image transmission,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.679031Z

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.

Observation b0591b07-5f0b-4c1f-80c7-f9d0eb255b73 · outbound

This paper cites Deep learning en- abled semantic communication systems,.

Computation-resource-efficient Task-oriented Communications Deep learning en- abled semantic communication systems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.662109Z

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.

Observation 0a4d2639-40ae-4c71-960d-ba1fa310ddc6 · outbound

This paper cites 6g networks: Beyond shan- non towards semantic and goal-oriented communications,.

Computation-resource-efficient Task-oriented Communications 6g networks: Beyond shan- non towards semantic and goal-oriented communications,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.644555Z

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.

Observation 3ad7bed6-0523-4c2a-984c-10c89ecc0e74 · outbound

This paper cites A lite distributed semantic communication system for internet of things,.

Computation-resource-efficient Task-oriented Communications A lite distributed semantic communication system for internet of things,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.628521Z

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.

Observation e4059800-3239-4bb1-8cba-8aa58ec21d9c · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Computation-resource-efficient Task-oriented Communications Imagenet: A large-scale hierarchical image database,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.611536Z

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.

Observation 15c2cc80-77e4-4524-bf3d-2fbc7997c5d2 · outbound

This paper cites Multi-Scale Dense Networks for Resource Efficient Image Classification.

Computation-resource-efficient Task-oriented Communications Multi-Scale Dense Networks for Resource Efficient Image Classification

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:16.767953Z

Source-reported events for the cited work

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Observation b2d6868b-27a4-4476-95a0-2f8f669acc1d · outbound

This paper cites Deep residual learning for image recognition,.

Computation-resource-efficient Task-oriented Communications Deep residual learning for image recognition,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:16.773623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12629869-60c0-4554-8020-cec263690e98 · outbound

This paper cites Semantic commu- nications for image recovery and classification via deep joint source and channel coding,.

Computation-resource-efficient Task-oriented Communications Semantic commu- nications for image recovery and classification via deep joint source and channel coding,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.575126Z

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.

Observation 17f9d123-4581-47ee-987d-9064026bb39b · outbound

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

Computation-resource-efficient Task-oriented Communications Task-oriented multi-user semantic communications for vqa,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.547796Z

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.

Observation 41bb31df-b4d6-42ea-a28a-bd17e48c8e27 · outbound

This paper cites Performance optimiza- tion for semantic communications: An attention-based rein- forcement learning approach,.

Computation-resource-efficient Task-oriented Communications Performance optimiza- tion for semantic communications: An attention-based rein- forcement learning approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.524338Z

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.

Observation 512ad2e2-f089-4888-8682-6e0296023593 · outbound

This paper cites Learning task-oriented communication for edge inference: An information bottleneck approach,.

Computation-resource-efficient Task-oriented Communications Learning task-oriented communication for edge inference: An information bottleneck approach,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.506592Z

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.

Observation daffa7fa-6deb-4817-aa3b-d7c3357f3412 · outbound

This paper cites Robust information bottleneck for task-oriented communication with digital modulation,.

Computation-resource-efficient Task-oriented Communications Robust information bottleneck for task-oriented communication with digital modulation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.486632Z

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.

Observation 314f0ddc-7d3b-4787-abd5-45317cde9af2 · outbound

This paper cites Multi-task-oriented broadcast for edge ai inference via information bottleneck,.

Computation-resource-efficient Task-oriented Communications Multi-task-oriented broadcast for edge ai inference via information bottleneck,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.470091Z

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.

Observation 154d241c-39cb-467c-86c9-5704cc547baf · outbound

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

Computation-resource-efficient Task-oriented Communications Task-oriented communication for multidevice cooperative edge inference,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.454141Z

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.

Observation cc55024e-e649-428c-8992-750c9661e3d6 · outbound

This paper cites Distributed foundation models for multi-modal learning in 6g wireless networks,.

Computation-resource-efficient Task-oriented Communications Distributed foundation models for multi-modal learning in 6g wireless networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.438750Z

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.

Observation 3518a2d6-891a-4116-95b5-6f11a29ca151 · outbound

This paper cites Task-oriented image transmission for scene classification in unmanned aerial systems,.

Computation-resource-efficient Task-oriented Communications Task-oriented image transmission for scene classification in unmanned aerial systems,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.422960Z

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.

Observation 13ad2777-91fb-4a7c-9660-6136b7a9d026 · outbound

This paper cites GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm.

Computation-resource-efficient Task-oriented Communications GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:48:17.001512Z

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.

Observation 7862f7ec-22e1-4d2d-8d65-207891a237da · outbound

This paper cites Resource allocation for text semantic communications,.

Computation-resource-efficient Task-oriented Communications Resource allocation for text semantic communications,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.406335Z

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.

Observation 2214a5ce-1620-43a2-a732-28d73a978f13 · outbound

This paper cites Adaptable semantic compression and resource allocation for task-oriented commu- nications,.

Computation-resource-efficient Task-oriented Communications Adaptable semantic compression and resource allocation for task-oriented commu- nications,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.385165Z

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.

Observation b3cc2f66-a156-4198-a8ea-eafba0d01982 · outbound

This paper cites Adaptive resource allocation for semantic communication networks,.

Computation-resource-efficient Task-oriented Communications Adaptive resource allocation for semantic communication networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.368640Z

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.

Observation 24c4d750-b3b5-4132-9aa6-8ef829166588 · outbound

This paper cites Re- thinking resource management in edge learning: A joint pre- training and fine-tuning design paradigm,.

Computation-resource-efficient Task-oriented Communications Re- thinking resource management in edge learning: A joint pre- training and fine-tuning design paradigm,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.348571Z

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.

Observation 07701ab2-b2b8-4dd7-b95d-f873c4b2ad65 · outbound

This paper cites Scan: Semantic commu- nication with adaptive channel feedback,.

Computation-resource-efficient Task-oriented Communications Scan: Semantic commu- nication with adaptive channel feedback,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.331910Z

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.

Observation b2636637-b446-4ed5-b744-26d822cfac3f · outbound

This paper cites Dynamic neural networks: A survey,.

Computation-resource-efficient Task-oriented Communications Dynamic neural networks: A survey,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.313644Z

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.

Observation 2079a369-fa28-4338-85d3-a04766a5d718 · outbound

This paper cites Semantic communication with adaptive universal transformer,.

Computation-resource-efficient Task-oriented Communications Semantic communication with adaptive universal transformer,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.294349Z

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.

Observation 68fe7528-7f28-4039-9044-a5a9ce34876d · outbound

This paper cites Feature pyramid networks for object detection,.

Computation-resource-efficient Task-oriented Communications Feature pyramid networks for object detection,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.277398Z

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.

Observation 20298449-0464-4fa1-8e60-1ff2ca11f98a · outbound

This paper cites Densely connected convolutional networks,.

Computation-resource-efficient Task-oriented Communications Densely connected convolutional networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.258139Z

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.

Observation 2c9fc3f8-60aa-462e-9fd7-c7f07a590e71 · outbound

This paper cites University, Lecture 5: Adaptive methods and non-convex optimization, https : / / www.

Computation-resource-efficient Task-oriented Communications University, Lecture 5: Adaptive methods and non-convex optimization, https : / / www

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.241393Z

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.

Observation 57fc37cc-042a-4246-a19b-cf338a1c317a · outbound

This paper cites Optimization methods for large-scale machine learning,.

Computation-resource-efficient Task-oriented Communications Optimization methods for large-scale machine learning,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.219369Z

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.

Observation 5b3ee56e-ad07-4790-81b4-6b2e4ba2df9e · outbound

This paper cites Stochastic first-and zeroth-order methods for nonconvex stochastic programming,.

Computation-resource-efficient Task-oriented Communications Stochastic first-and zeroth-order methods for nonconvex stochastic programming,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.200441Z

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.

Observation 84207495-d002-4bc8-8609-8d9366c11660 · outbound

This paper cites Krizhevsky et al., Learning multiple layers of features from tiny images, 2009.

Computation-resource-efficient Task-oriented Communications Krizhevsky et al., Learning multiple layers of features from tiny images, 2009

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.181236Z

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.

Observation 31018f74-ea36-4f19-9b8f-714e49ff8571 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

Computation-resource-efficient Task-oriented Communications An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.159000Z

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.

Observation 599c8557-d942-4d5d-ae06-d9d0a77e9f5c · outbound

This paper cites Overfitting Mechanism and Avoidance in Deep Neural Networks.

Computation-resource-efficient Task-oriented Communications Overfitting Mechanism and Avoidance in Deep Neural Networks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:16.913706Z

Source-reported events for the cited work

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Observation 76efb5c9-1607-435d-bae5-4bc023e6ab54 · outbound

This paper cites Training data-efficient image transformers & distillation through attention,.

Computation-resource-efficient Task-oriented Communications Training data-efficient image transformers & distillation through attention,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:48:17.141421Z

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.

Observation 308dcbd9-9fef-46b1-aa5c-9bc342f572d1 · outbound

This paper cites an unresolved cited work.

Computation-resource-efficient Task-oriented Communications Unresolved cited work

Reference 255

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:16.762479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.