Paper Citation Record · LEDGER

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.25011.

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

pith.paper-citation-record.v1
2607.25011 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T03:43:06.118562Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37696ee8-e026-4e57-ab72-679d9416c234 · outbound

This paper cites Less data, more knowledge: Building next-generation semantic communication networks,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Less data, more knowledge: Building next-generation semantic communication networks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:05.990629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc46e0a-99bb-4a02-be26-b3397c9eb3eb · outbound

This paper cites Cross-modal generative semantic communications for mobile aigc: Joint semantic encoding and prompt engineering,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Cross-modal generative semantic communications for mobile aigc: Joint semantic encoding and prompt engineering,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:05.994864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a181aea-890d-4760-afc8-36db1577c7fc · outbound

This paper cites Task-oriented communications for nextg: End-to-end deep learning and AI security aspects,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Task-oriented communications for nextg: End-to-end deep learning and AI security aspects,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:05.998403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6837c20-b403-4d0c-b921-296b497327c5 · outbound

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

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Task-oriented multi-user semantic communications for VQA,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.001714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910a6e83-ead2-446f-bcfa-1c0a6f74ccf3 · outbound

This paper cites Semantic communication: A survey on research landscape, challenges, and future directions,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Semantic communication: A survey on research landscape, challenges, and future directions,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.005222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c0872b-780e-4f15-92f3-8d30d8152645 · outbound

This paper cites Deep joint source-channel coding for wireless image transmission with adaptive rate control,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Deep joint source-channel coding for wireless image transmission with adaptive rate control,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.008546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c26c857-9943-4555-9054-89f315c74559 · outbound

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

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Semantic communications for image recovery and classification via deep joint source and channel coding,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.012006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 124cacc0-729c-4520-b6b2-f4e10951df68 · outbound

This paper cites Energy efficient multi-modal probabilistic semantic communication (PSCom),.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Energy efficient multi-modal probabilistic semantic communication (PSCom),

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.014927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432ebe2b-f3cb-4888-bd86-30b5157400cf · outbound

This paper cites Predictive and adaptive deep coding for wireless image transmission in semantic communication,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Predictive and adaptive deep coding for wireless image transmission in semantic communication,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.018095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc57253-3dea-4bd0-800d-ec0cfb1cf787 · outbound

This paper cites WITT: A wireless image transmission transformer for semantic communications,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback WITT: A wireless image transmission transformer for semantic communications,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.021023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b59dd8-ac19-4c1b-a64b-e743a2d1c315 · outbound

This paper cites On the capacity region of the layered packet erasure broadcast channel with feedback,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback On the capacity region of the layered packet erasure broadcast channel with feedback,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.023866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e896367c-399f-449a-bbce-b8da1fa3fd6d · outbound

This paper cites On the stability region of the layered packet erasure broadcast channel with output feedback,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback On the stability region of the layered packet erasure broadcast channel with output feedback,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.026720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c7c941-4abe-4c5f-a585-d067cf640368 · outbound

This paper cites SCAN: Semantic communication with adaptive channel feedback,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback SCAN: Semantic communication with adaptive channel feedback,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.029673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b12ad9c-fb30-4a60-9077-78263c6e1ff7 · outbound

This paper cites Transformer-aided wireless image transmission with channel feedback,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Transformer-aided wireless image transmission with channel feedback,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.032733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0ca760-962e-42e6-bb9a-757291f73128 · outbound

This paper cites Adaptive Wireless Image Semantic Transmission: Design, Simulation, and Prototype Validation.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Adaptive Wireless Image Semantic Transmission: Design, Simulation, and Prototype Validation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.035977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0068f121-7bbb-413c-84e4-45a6555af209 · outbound

This paper cites Semantic segmentation-based semantic communication system for image transmission,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Semantic segmentation-based semantic communication system for image transmission,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.039993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1a7fd1e-f081-4b48-927e-2fca3e782e27 · outbound

This paper cites Quantization- aware collaborative inference for large embodied ai models,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Quantization- aware collaborative inference for large embodied ai models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.042903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe38ebe-0ffc-46b6-bd9d-db196c246722 · outbound

This paper cites Covert UA V data transmission via semantic communication: A DRL-driven joint position and power optimization method,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Covert UA V data transmission via semantic communication: A DRL-driven joint position and power optimization method,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.045925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a158229-dfa3-4b53-9f7b-870328a5e79d · outbound

This paper cites Performance optimization for semantic communications: An attention- based reinforcement learning approach,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Performance optimization for semantic communications: An attention- based reinforcement learning approach,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.049091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad0a49b1-e7ea-4b59-b4ee-ab27bca4da7a · outbound

This paper cites Optimization of image transmission in cooperative semantic communication networks,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Optimization of image transmission in cooperative semantic communication networks,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.052181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46adc00a-181d-451b-9f32-d3f7502042c7 · outbound

This paper cites Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.055329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47464562-fa4b-48c6-9369-c7d0e2d3de2b · outbound

This paper cites Challenges of real-world reinforcement learning: definitions, benchmarks and analysis,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Challenges of real-world reinforcement learning: definitions, benchmarks and analysis,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.058638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 171ad938-5660-439e-afc4-9dcd8f0165d3 · outbound

This paper cites Value-decomposition networks for cooperative multi- agent learning based on team reward,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Value-decomposition networks for cooperative multi- agent learning based on team reward,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.061823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71f55f27-8113-4b39-867d-e95fe4ebf106 · outbound

This paper cites Multi- agent actor-critic for mixed cooperative-competitive environments,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Multi- agent actor-critic for mixed cooperative-competitive environments,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.064740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbe368c-3514-492d-86a5-bbce0673f982 · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback High- resolution image synthesis with latent diffusion models,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.067874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e55bb1b7-4226-41eb-93d8-fc5b3db34d02 · outbound

This paper cites InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.071039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be81bec-b4c8-4a28-b528-9385e8abe8ca · outbound

This paper cites Scaling up your kernels to 31×31: Revisiting large kernel design in CNNs,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Scaling up your kernels to 31×31: Revisiting large kernel design in CNNs,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.074275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890df30d-2642-4615-b666-70d6d6224fa1 · outbound

This paper cites Swin Transformer: Hierarchical vision transformer using shifted windows,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Swin Transformer: Hierarchical vision transformer using shifted windows,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.077351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee61991-e513-41aa-a3a2-3c58ea39bd79 · outbound

This paper cites Tse and P.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Tse and P

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.080547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb96676-4615-4b0a-ada0-de1decee8a6e · outbound

This paper cites Modeling and enhancement of the IEEE 802.11 RTS/CTS scheme in an error-prone channel,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Modeling and enhancement of the IEEE 802.11 RTS/CTS scheme in an error-prone channel,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.083599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e91eb9-1726-4a95-bb95-f48386abeb9d · outbound

This paper cites A closer look at invalid action masking in policy gradient algorithms,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback A closer look at invalid action masking in policy gradient algorithms,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.086467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3068236d-f53f-45be-a7ae-400628582149 · outbound

This paper cites Monotonic value function factorisation for deep multi- agent reinforcement learning,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Monotonic value function factorisation for deep multi- agent reinforcement learning,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.089307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0076ff65-9df4-4d15-ad3e-ca797c29253b · outbound

This paper cites Kochenderfer and T.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Kochenderfer and T

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.092148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3adb15d6-1c1b-4245-afd6-1ee04f78ac0a · outbound

This paper cites Counterfactual multi-agent policy gradients,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Counterfactual multi-agent policy gradients,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.094847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24634491-7f21-4dbc-aa31-9ce214d56d49 · outbound

This paper cites Policy gradient methods for reinforcement learning with function approximation,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Policy gradient methods for reinforcement learning with function approximation,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.097872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 801a07d2-84b1-4551-bf94-cb4e123a2c10 · outbound

This paper cites Learning adaptive jamming and beamforming for hybrid IRS-assisted secure NOMA transmissions,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Learning adaptive jamming and beamforming for hybrid IRS-assisted secure NOMA transmissions,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.100915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4969bd8d-e34c-42c7-a666-39fabb0bce1a · outbound

This paper cites Transformer- based collaborative reinforcement learning for fluid antenna system (FAS)-enabled 3D UA V positioning,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Transformer- based collaborative reinforcement learning for fluid antenna system (FAS)-enabled 3D UA V positioning,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.104069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f96ca29-6da2-400a-a7b5-48cce2b2210a · outbound

This paper cites Optimizing model splitting and device task assignment for deceptive signal-assisted private multi-hop split learning,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Optimizing model splitting and device task assignment for deceptive signal-assisted private multi-hop split learning,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.107012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b349fb-2c82-4d9b-b1d3-b355b692e551 · outbound

This paper cites Simulated annealing,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Simulated annealing,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.110019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524f41b6-b86d-4613-a2a5-07a4ecafca83 · outbound

This paper cites Multi- agent actor-critic for mixed cooperative-competitive environments,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Multi- agent actor-critic for mixed cooperative-competitive environments,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.113048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6fa766-f8f2-4395-8bc0-d4a60da211e8 · outbound

This paper cites Multi-agent reinforcement learning: Independent vs. cooperative agents,.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Multi-agent reinforcement learning: Independent vs. cooperative agents,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.115821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5483005-8c78-4ff5-9386-0a6b45a895e6 · outbound

This paper cites Resource allocation for text semantic communications.

Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback Resource allocation for text semantic communications

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T03:43:06.118562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.