Paper Citation Record · LEDGER

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment

As of 12 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2602.02680.

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

pith.paper-citation-record.v1
2602.02680 v3

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:22:23.041511Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 13b22f30-fed3-4b41-a431-03bb6be2d7f5 · outbound

This paper cites Note that the memory complexity is now independent ofNand scales asO(n 2 i ).

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment Note that the memory complexity is now independent ofNand scales asO(n 2 i )

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.749966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5de9b83-0767-4c75-9b75-6777b00ecbc0 · outbound

This paper cites URL https: //aclanthology.org/2025.acl-long.498/.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment URL https: //aclanthology.org/2025.acl-long.498/

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.286104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0a5fbfe-cd90-43c3-b680-9c2addb12af4 · outbound

This paper cites The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.448661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df22950c-6c52-474c-a6a5-040f39f7aa0c · outbound

This paper cites whitened.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment whitened

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.820944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58f770d1-2f69-45d1-a2c6-c60cd5be7d82 · outbound

This paper cites For each layer l∈ {1,.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment For each layer l∈ {1,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.946630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ebdacc-96ac-400d-bc2d-f498118de857 · outbound

This paper cites We employ a Dynamic Programming (DP) algorithm to find the rank assignments across layers that maximize the aggregate performance for each global threshold βk.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment We employ a Dynamic Programming (DP) algorithm to find the rank assignments across layers that maximize the aggregate performance for each global threshold βk

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-03T05:22:23.041511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0c4fef-8679-4ca6-a98d-7b1fff9c7100 · outbound

This paper cites Mixture-of-Depths: Dynamically allocating compute in transformer-based language models.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.596775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d0d706-477b-451f-9457-8dd0244ef1e6 · outbound

This paper cites Chen, M., Shao, W., Xu, P., Wang, J., Gao, P., Zhang, K., and Luo, P.

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment Chen, M., Shao, W., Xu, P., Wang, J., Gao, P., Zhang, K., and Luo, P

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T05:22:22.179233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.