Paper Citation Record · LEDGER

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks

As of 16 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2412.10878.

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

pith.paper-citation-record.v1
2412.10878 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:38:36.381734Z

measured 28 of 28 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 2026-08-10T23:18:33.649405Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T23:18:34.027969Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy18
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2255b9f8-36fd-4cd4-af2c-650973d7cdde · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Federated Learning: Strategies for Improving Communication Efficiency

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.155032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e283799a-e5f6-4b2a-8c6d-5bcf2e91911c · outbound

This paper cites Foundations of user-centric cell-free Massive MIMO,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Foundations of user-centric cell-free Massive MIMO,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:37.325295Z

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 5acd16ee-ab2b-4cfb-97a5-c392d7d43b59 · outbound

This paper cites Wireless communications for collaborative Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Wireless communications for collaborative Federated Learning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.274682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb78bbda-dc5a-4625-afcc-3ae21365db43 · outbound

This paper cites Communication-efficient Federated Learning with adap- tive quantization,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Communication-efficient Federated Learning with adap- tive quantization,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:37.307533Z

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 4f50c196-a7ef-4d4f-87b5-0b6a2013b08d · outbound

This paper cites Adaptive quantization of model updates for communication-efficient Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Adaptive quantization of model updates for communication-efficient Federated Learning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.310150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cd0b6eb-270f-402a-8813-cfd556096526 · outbound

This paper cites Joint compression and deadline optimization for wireless Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Joint compression and deadline optimization for wireless Federated Learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:37.291482Z

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 4d0e597d-2b4e-42aa-8f99-c9b4e20efb8d · outbound

This paper cites FedDQ: Communication-efficient Federated Learning with descending quantization,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks FedDQ: Communication-efficient Federated Learning with descending quantization,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.318438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c11120a-08b3-41c1-b279-bb2a36b1aef2 · outbound

This paper cites AQUILA: Communication efficient Federated Learning with adaptive quantization in device selection strategy,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks AQUILA: Communication efficient Federated Learning with adaptive quantization in device selection strategy,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:37.276234Z

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 0667ab66-9787-43ef-8596-c22dee7363a7 · outbound

This paper cites Lazily Aggregated Quantized Gradient (LAQ) innovation for communication-efficient Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Lazily Aggregated Quantized Gradient (LAQ) innovation for communication-efficient Federated Learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:37.266644Z

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 26475043-bfd4-4242-8aaa-d3aebe6cda7f · outbound

This paper cites A-LAQ: Adaptive Lazily Aggregated Quantized Gradient,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks A-LAQ: Adaptive Lazily Aggregated Quantized Gradient,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:37.124215Z

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 3b441da5-1727-49bc-bd6b-9bbc45968fb4 · outbound

This paper cites DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.331428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af1ead23-d363-421a-961e-86c1fe952950 · outbound

This paper cites Joint resource allocation to minimize execution time of Federated Learning in cell-free Massive MIMO,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Joint resource allocation to minimize execution time of Federated Learning in cell-free Massive MIMO,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.986595Z

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 b7c62619-2492-4e7c-a5d0-27c112fc2b41 · outbound

This paper cites Cell-free Massive MIMO for wireless Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Cell-free Massive MIMO for wireless Federated Learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.860277Z

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 34423309-27f4-436f-913b-8c5e232fdcf3 · outbound

This paper cites Straggler effect mitigation for Federated Learning in cell-free Massive MIMO,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Straggler effect mitigation for Federated Learning in cell-free Massive MIMO,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.850862Z

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 65490c85-bf41-4b5f-8ff9-c72d216d955f · outbound

This paper cites How does cell-free Massive MIMO support multiple Federated Learning groups?.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks How does cell-free Massive MIMO support multiple Federated Learning groups?

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.841708Z

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 aeeeb011-b49b-43bc-84c5-97081a804eab · outbound

This paper cites FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.346824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c34bca-c068-472e-aa8b-6821ef780703 · outbound

This paper cites SAFARI: Sparsity-enabled Federated Learning with limited and unreliable communications,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks SAFARI: Sparsity-enabled Federated Learning with limited and unreliable communications,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.832258Z

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 20464c06-006c-40eb-af1f-ba1b3b397f17 · outbound

This paper cites Machine learning at the wireless edge: Distributed stochastic gradient descent Over-the-Air,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Machine learning at the wireless edge: Distributed stochastic gradient descent Over-the-Air,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.353486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d239ce-f4c6-4c87-b0ee-25a95152bd48 · outbound

This paper cites Vector quantized compressed sensing for communication- efficient Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Vector quantized compressed sensing for communication- efficient Federated Learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.816127Z

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 00b374ea-22c6-4592-86d4-d39ab3ddebc3 · outbound

This paper cites Gradient sparsification for communication-efficient distributed optimization,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Gradient sparsification for communication-efficient distributed optimization,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.804019Z

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 81819f49-7d92-4b85-8bd4-ec8b3c5ac9a1 · outbound

This paper cites Energy-efficient power control: A look at 5G wireless technologies,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Energy-efficient power control: A look at 5G wireless technologies,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.793445Z

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 42083d99-5a16-4dd9-84ae-d0f0fa421621 · outbound

This paper cites Adaptive Federated Optimization.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Adaptive Federated Optimization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.366022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74242fd7-aace-4f9c-8551-027a7b17fab5 · outbound

This paper cites ADADELTA: An Adaptive Learning Rate Method.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks ADADELTA: An Adaptive Learning Rate Method

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:36.369523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698b65da-464a-41d3-83b9-ef75d4ab9f86 · outbound

This paper cites Joint energy and latency optimization in Federated Learning over cell-free massive MIMO networks,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Joint energy and latency optimization in Federated Learning over cell-free massive MIMO networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.783711Z

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 8da4acfe-1ead-4cc7-8231-9d24acac4ae3 · outbound

This paper cites Cell-free Massive MIMO versus small cells,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Cell-free Massive MIMO versus small cells,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.772988Z

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 164a2b32-1316-4e7b-a0b5-616146ed4343 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Communication-efficient learning of deep networks from decentralized data,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.761756Z

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 c58fb169-039b-4f78-98c6-ec5ff3956fd3 · outbound

This paper cites FedCau: A proactive stop policy for commu- nication and computation efficient Federated Learning,.

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks FedCau: A proactive stop policy for commu- nication and computation efficient Federated Learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:36.579170Z

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 f661c769-e288-4c09-b923-c8cc2c726af0 · inbound

Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization cites this paper.

Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:18:34.031928Z

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.