Paper Citation Record · LEDGER

Scaling Decentralized Learning with FLock

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2507.15349.

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

pith.paper-citation-record.v1
2507.15349 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:40:19.706068Z

measured 31 of 31 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

31 of 31 outbound references displayed

verified exact1
verified fuzzy14
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d72a8dd-d212-4462-b70b-d48e7c6ff9e9 · outbound

This paper cites N., Chakraborty, S., Mittal, P., and Calo, S.

Scaling Decentralized Learning with FLock N., Chakraborty, S., Mittal, P., and Calo, S

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:22.511678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c452153b-4de0-4593-b2e5-16957dbf0da6 · outbound

This paper cites Finance alpaca.

Scaling Decentralized Learning with FLock Finance alpaca

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:22.386402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93d9f115-c810-4d17-97bc-9ecca297c959 · outbound

This paper cites S., Dai, H., and Dou, D.

Scaling Decentralized Learning with FLock S., Dai, H., and Dou, D

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T15:40:19.890337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8d20821-86a9-47bc-92bb-6135489c8d1a · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Scaling Decentralized Learning with FLock Evaluating Large Language Models Trained on Code

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:17.444201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c834b6-c6d4-472a-b4e6-81bf287b2761 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Scaling Decentralized Learning with FLock QLoRA: Efficient Finetuning of Quantized LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:17.509896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 358b1a86-b599-4324-b948-c46e8d9acd18 · outbound

This paper cites Defending against poisoning attacks in federated learning with blockchain.

Scaling Decentralized Learning with FLock Defending against poisoning attacks in federated learning with blockchain

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:22.206088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4315eef-6a17-4722-ad46-657de3cdef3d · outbound

This paper cites Know Or Not: a library for evaluating out-of-knowledge base robustness.

Scaling Decentralized Learning with FLock Know Or Not: a library for evaluating out-of-knowledge base robustness

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:17.663377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d43ead9a-667e-4151-a40e-3bc3e3d6e474 · outbound

This paper cites Inverting gradients-how easy is it to break privacy in federated learning? Advances in neural information processing systems, 33: 0 16937--16947, 2020.

Scaling Decentralized Learning with FLock Inverting gradients-how easy is it to break privacy in federated learning? Advances in neural information processing systems, 33: 0 16937--16947, 2020

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:22.072141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e5cf4dc-8be9-4a52-831b-8016784a11c2 · outbound

This paper cites E., Ré, C., Chilton, A., Narayana, A., Chohlas-Wood, A., Peters, A., Waldon, B., Rockmore, D.

Scaling Decentralized Learning with FLock E., Ré, C., Chilton, A., Narayana, A., Chohlas-Wood, A., Peters, A., Waldon, B., Rockmore, D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:21.876361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9345a8e4-dba1-4bb2-8fa9-c90b69015a09 · outbound

This paper cites Measuring massive multitask language understanding.

Scaling Decentralized Learning with FLock Measuring massive multitask language understanding

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:21.692013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0863d9b-c646-423a-966f-4410f4da1fed · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., Chen, W., et al.

Scaling Decentralized Learning with FLock J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., Chen, W., et al

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:17.967539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7024718b-944c-40f0-bcf0-0badb2b3afb2 · outbound

This paper cites Meetingbank: A benchmark dataset for meeting summarization.

Scaling Decentralized Learning with FLock Meetingbank: A benchmark dataset for meeting summarization

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:21.528467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c998586f-fcb7-464a-b3af-2afc75fd4848 · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

Scaling Decentralized Learning with FLock PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:18.153270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1664e5bb-5f86-4c35-8e35-84af2c6fd499 · outbound

This paper cites B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A.

Scaling Decentralized Learning with FLock B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:18.179455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d86695-8ae1-4d90-8756-c232a60bea1c · outbound

This paper cites P., Kale, S., Mohri, M., Reddi, S., Stich, S., and Suresh, A.

Scaling Decentralized Learning with FLock P., Kale, S., Mohri, M., Reddi, S., Stich, S., and Suresh, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:21.304495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d1d1a11-1dcf-4ed2-a3b6-25dd70794fa2 · outbound

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

Scaling Decentralized Learning with FLock Federated Learning: Strategies for Improving Communication Efficiency

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:18.315326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac0fab4-840f-4145-9efa-6b3d87da3fb4 · outbound

This paper cites K., Talwalkar, A., and Smith, V.

Scaling Decentralized Learning with FLock K., Talwalkar, A., and Smith, V

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:21.158227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 902d270e-e695-4d04-a2e2-082ca506b191 · outbound

This paper cites EDGAR - CORPUS : Billions of tokens make the world go round.

Scaling Decentralized Learning with FLock EDGAR - CORPUS : Billions of tokens make the world go round

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:20.952673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56ffcf83-e66c-42bb-b596-189284323a94 · outbound

This paper cites Peft: State-of-the-art parameter-efficient fine-tuning methods.

Scaling Decentralized Learning with FLock Peft: State-of-the-art parameter-efficient fine-tuning methods

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:18.544700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efaaa2f-cc99-41e6-a827-901879505fde · outbound

This paper cites an unresolved cited work.

Scaling Decentralized Learning with FLock Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:18.629378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd3d65a-1ee5-4a31-931c-01afe429c32a · outbound

This paper cites Nepatec1.0: National environmental policy act text corpus 1.0.

Scaling Decentralized Learning with FLock Nepatec1.0: National environmental policy act text corpus 1.0

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:20.784318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4556fb08-a31b-484a-90b6-86664c90acdd · outbound

This paper cites Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters.

Scaling Decentralized Learning with FLock Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:20.612890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60a3ad0b-aa74-4b8c-b17d-b29467e7c395 · outbound

This paper cites J., Charles, Z., Zaheer, M., Garrett, Z., Rush, K., Kone c n \`y , J., Kumar, S., and McMahan, H.

Scaling Decentralized Learning with FLock J., Charles, Z., Zaheer, M., Garrett, Z., Rush, K., Kone c n \`y , J., Kumar, S., and McMahan, H

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:20.401707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dfa66df1-f252-40f2-8345-8a3f5886a439 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Scaling Decentralized Learning with FLock Qwen2.5: A party of foundation models, September 2024

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:18.969445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9d2913-7a07-4157-b951-f9628af50bb1 · outbound

This paper cites Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model.

Scaling Decentralized Learning with FLock Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:19.052381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be4421e-4f5b-46b1-9241-d222b0a3d1ff · outbound

This paper cites Can multiple-choice questions really be useful in detecting the abilities of LLMs?.

Scaling Decentralized Learning with FLock Can multiple-choice questions really be useful in detecting the abilities of LLMs?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:19.156591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83f679ae-2220-490f-99c0-8e4f86111bf0 · outbound

This paper cites Federated learning over wireless device-to-device networks: Algorithms and convergence analysis.

Scaling Decentralized Learning with FLock Federated learning over wireless device-to-device networks: Algorithms and convergence analysis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:40:20.213127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 777ae477-ae80-4ac5-834a-43764a172704 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

Scaling Decentralized Learning with FLock Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:19.360058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b71659f-a181-45cc-a244-55cfe7fcd25c · outbound

This paper cites When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions.

Scaling Decentralized Learning with FLock When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:19.442782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46896952-598c-46e0-835f-975c032324c5 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Scaling Decentralized Learning with FLock Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:19.586657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2fab4c-6caa-407e-9b30-472fde7173d9 · outbound

This paper cites write newline.

Scaling Decentralized Learning with FLock write newline

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:19.706068Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.