Paper Citation Record · LEDGER

On the Convergence of Stochastic Low-Rank Adaptation

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.21975.

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

pith.paper-citation-record.v1
2607.21975 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:44:28.112804Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

19 of 19 outbound references displayed

verified exact1
verified fuzzy4
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 698e8eca-7b15-473d-866a-4efb82ab432e · outbound

This paper cites Unless explicitly noted, the tasks, architectures, and LoRA configurations follow Mu and Klabjan (2026).

On the Convergence of Stochastic Low-Rank Adaptation Unless explicitly noted, the tasks, architectures, and LoRA configurations follow Mu and Klabjan (2026)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:44:28.517502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e206f5eb-b09c-4d0f-861e-08ad0c7a3d9f · outbound

This paper cites Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation.

On the Convergence of Stochastic Low-Rank Adaptation Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.056307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee3ef78-90e5-43b6-bec1-815158921ac0 · outbound

This paper cites Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation.

On the Convergence of Stochastic Low-Rank Adaptation Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.061592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4f4364-bb5b-4e64-b66a-288af88815bd · outbound

This paper cites URL https: //proceedings.neurips.cc/paper_files/paper/2024/hash/db36f4d603cc9e3a2a5e10b93 e6428f2-Abstract-Conference.html.

On the Convergence of Stochastic Low-Rank Adaptation URL https: //proceedings.neurips.cc/paper_files/paper/2024/hash/db36f4d603cc9e3a2a5e10b93 e6428f2-Abstract-Conference.html

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.067691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39659bd2-f152-4a87-aaff-c9135e632e11 · outbound

This paper cites Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation.

On the Convergence of Stochastic Low-Rank Adaptation Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.078351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1387ffc-4843-4f4e-a6f8-ec0625d8bc09 · outbound

This paper cites Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation.

On the Convergence of Stochastic Low-Rank Adaptation Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.083155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5efa3ca1-a753-4180-b0ab-0fa2c7f59e33 · outbound

This paper cites URL https://proceedings.neurips.cc/paper_files/paper/2024/ha sh/62c4718cc334f6a0a62fb81c4a2095a1-Abstract-Conference.html.

On the Convergence of Stochastic Low-Rank Adaptation URL https://proceedings.neurips.cc/paper_files/paper/2024/ha sh/62c4718cc334f6a0a62fb81c4a2095a1-Abstract-Conference.html

Reference 14

Resolution: verified exact; doi, observed 2026-08-15T15:44:28.178354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fbe8e0e8-0b25-4259-b401-8bde673e9a4c · outbound

This paper cites TinyLlama: An Open-Source Small Language Model.

On the Convergence of Stochastic Low-Rank Adaptation TinyLlama: An Open-Source Small Language Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.092920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 471dd4b6-5268-49b4-a628-fe697660b175 · outbound

This paper cites TinyLlama: An Open-Source Small Language Model.

On the Convergence of Stochastic Low-Rank Adaptation TinyLlama: An Open-Source Small Language Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.098169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0ca61b-fcf4-4aec-a4be-5c1bb0018f8d · outbound

This paper cites Rank-20 adapters are applied to everyconv1 and conv2 in the residual blocks, and the convolutional downsample projections.

On the Convergence of Stochastic Low-Rank Adaptation Rank-20 adapters are applied to everyconv1 and conv2 in the residual blocks, and the convolutional downsample projections

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:44:28.505307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53eadf67-4a53-4096-9a41-5d13a1001dcd · outbound

This paper cites Terminal validation loss is used as the tie breaker.

On the Convergence of Stochastic Low-Rank Adaptation Terminal validation loss is used as the tie breaker

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T15:44:28.361169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65175151-f484-427b-90d1-50060b753d4c · outbound

This paper cites Tim Dettmers, Artidoro Pagnoni, Ari Holtzman, and Luke Zettlemoyer.

On the Convergence of Stochastic Low-Rank Adaptation Tim Dettmers, Artidoro Pagnoni, Ari Holtzman, and Luke Zettlemoyer

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.030515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79fa4963-2e6a-40c8-93fd-cfd027b15758 · outbound

This paper cites Edward J.

On the Convergence of Stochastic Low-Rank Adaptation Edward J

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.046389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d7c652d-b5c5-48bb-99a8-ce4fdd9b1156 · outbound

This paper cites Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei.

On the Convergence of Stochastic Low-Rank Adaptation Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:44:28.545263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6ef0e63-aec6-4eeb-a762-33cee2f69cfd · outbound

This paper cites URLhttps://aclanthology.org/2021.

On the Convergence of Stochastic Low-Rank Adaptation URLhttps://aclanthology.org/2021

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.020125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59dee767-378d-4139-a946-32620fbc35dd · outbound

This paper cites URLhttps://proceedings.neurips.cc/paper_fil es/paper/2023/hash/1feb87871436031bdc0f2beaa62a049b-Abstract-Conference.html.

On the Convergence of Stochastic Low-Rank Adaptation URLhttps://proceedings.neurips.cc/paper_fil es/paper/2023/hash/1feb87871436031bdc0f2beaa62a049b-Abstract-Conference.html

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.036457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 217ec080-3626-496c-9dfa-6df6cedbbac5 · outbound

This paper cites Zhanhong Jiang, Nastaran Saadati, Aditya Balu, Minh Pham, Joshua R.

On the Convergence of Stochastic Low-Rank Adaptation Zhanhong Jiang, Nastaran Saadati, Aditya Balu, Minh Pham, Joshua R

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:44:28.531446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d57771ce-cf1e-4a4c-bd57-b8a48f744e6d · outbound

This paper cites URLhttps://aclanthology.org/2025.realm-1.24/.

On the Convergence of Stochastic Low-Rank Adaptation URLhttps://aclanthology.org/2025.realm-1.24/

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.041623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7877aa95-ef47-4b92-8639-bb626d3aac3f · outbound

This paper cites On the Convergence Rate of LoRA Gradient Descent.

On the Convergence of Stochastic Low-Rank Adaptation On the Convergence Rate of LoRA Gradient Descent

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-15T15:44:28.072248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.